[GigaCourse.Com] Udemy - Data Engineering Essentials Hands-on SQL Python and Spark

Creation Time	March 27, 2024, 3:10 p.m.
Last Access Time	April 25, 2026, 10:19 p.m.
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29. Programming Essentials using Python - Processing REST Payloads/6. Process REST Payload using Collection Operations.mp4 131.1 MB
8. Database Essentials - Writing Basic SQL Queries/6. Filtering Data.mp4 117.9 MB
32. Data Copier - Getting Started/5. Quick Overview of Docker.mp4 115.7 MB
23. Programming Essentials using Python - Basics of File IO using Python/12. Managing Files and Folders using Python.mp4 115.2 MB
6. Database Essentials - Getting Started/3. Setup Postgres using Docker.mp4 112.6 MB
47. Data Engineering using Spark SQL - Overview of Spark SQL Functions/5. Date Manipulation Functions.mp4 107.8 MB
9. Database Essentials - Creating Tables and Indexes/8. Overview of Sequences.mp4 107.8 MB
28. Programming Essentials using Python - Processing JSON Data/5. Process JSON String.mp4 104.4 MB
8. Database Essentials - Writing Basic SQL Queries/10. Sorting Data.mp4 102.9 MB
42. Introduction to Hadoop eco system - Overview of HDFS/4. Copying files from local to HDFS.mp4 102.6 MB
20. Programming Essentials using Python - Manipulating Collections using loops/14. Joining Data Sets.mp4 102.6 MB
11. Database Essentials - Predefined Functions/4. Extracting Data - Using substr and split_part.mp4 101.9 MB
20. Programming Essentials using Python - Manipulating Collections using loops/12. Get Revenue Details per Order.mp4 99.8 MB
20. Programming Essentials using Python - Manipulating Collections using loops/9. Performing Total Aggregations.mp4 96.9 MB
6. Database Essentials - Getting Started/2. Using psql.mp4 95.2 MB
8. Database Essentials - Writing Basic SQL Queries/9. Performing Aggregations.mp4 95.0 MB
25. Programming Essentials using Python - Overview of Pandas Libraries/11. Joining Data Frames.mp4 94.6 MB
42. Introduction to Hadoop eco system - Overview of HDFS/3. Managing HDFS Directories.mp4 93.8 MB
5. Setting up Environment - Setup Postgres Database on Ubuntu VM/3. Docker Cheat Sheet.mp4 92.2 MB
17. Programming Essentials using Python - User Defined Functions/8. Recap of User Defined Functions.mp4 91.9 MB
25. Programming Essentials using Python - Overview of Pandas Libraries/5. Data Frames - Basic Operations.mp4 91.9 MB
28. Programming Essentials using Python - Processing JSON Data/6. Single JSON Document in Files.mp4 91.0 MB
48. Data Engineering using Spark SQL - Windowing Functions/5. Using LEAD or LAG.mp4 89.5 MB
9. Database Essentials - Creating Tables and Indexes/5. Managing Constraints.mp4 88.9 MB
12. Database Essentials - Writing Advanced SQL Queries/5. Advanced DML Operations.mp4 87.5 MB
14. Programming Essentials using Python - Getting Started with Python/8. Leveraging Google Colab.mp4 85.7 MB
20. Programming Essentials using Python - Manipulating Collections using loops/6. Filtering Data.mp4 85.4 MB
20. Programming Essentials using Python - Manipulating Collections using loops/4. Row Level Transformations.mp4 85.2 MB
26. Programming Essentials using Python - Database Programming - CRUD Operations/7. Inserting Data into Table.mp4 85.1 MB
23. Programming Essentials using Python - Basics of File IO using Python/3. Folders and Files.mp4 84.6 MB
24. Programming Essentials using Python - Delimited Files and Collections/4. Read Delimited files into list of tuples.mp4 83.1 MB
24. Programming Essentials using Python - Delimited Files and Collections/7. Read Delimited data using CSV.mp4 83.0 MB
12. Database Essentials - Writing Advanced SQL Queries/11. Analytic Functions - Windowing.mp4 82.3 MB
15. Programming Essentials using Python - Basic Programming Constructs/8. All about for loops.mp4 82.0 MB
51. Apache Spark using Python - Basic Transformations/14. Overview of Sorting Data Frames.mp4 81.5 MB
44. Data Engineering using Spark SQL - Basic Transformations/9. Aggregation Data.mp4 81.3 MB
38. Data Copier - Using custom Docker Image/4. Copying Source Code to Docker Custom Image.mp4 81.0 MB
25. Programming Essentials using Python - Overview of Pandas Libraries/8. Performing Total Aggregations.mp4 80.1 MB
49. Apache Spark using Python - Data Processing Overview/2. Overview of Spark Read APIs.mp4 80.0 MB
49. Apache Spark using Python - Data Processing Overview/8. Overview of Spark Write APIs.mp4 79.9 MB
54. Apache Spark - Development Life Cycle using Python/21. Running Application using YARN.mp4 79.9 MB
28. Programming Essentials using Python - Processing JSON Data/9. Different JSON Formats supported by Pandas.mp4 79.9 MB
48. Data Engineering using Spark SQL - Windowing Functions/4. Aggregations using Windowing Functions.mp4 79.5 MB
17. Programming Essentials using Python - User Defined Functions/11. Usage of Lambda Functions.mp4 79.3 MB
3. Setting up Environment - Overview of GCP and Provision Ubuntu VM/7. Setup Jupyter Lab.mp4 78.9 MB
5. Setting up Environment - Setup Postgres Database on Ubuntu VM/9. Connecting to Postgres using SQL Workbench.mp4 78.3 MB
48. Data Engineering using Spark SQL - Windowing Functions/7. Ranking using Windowing Functions.mp4 78.1 MB
24. Programming Essentials using Python - Delimited Files and Collections/10. Apply Schema on lists from files.mp4 78.1 MB
19. Programming Essentials using Python - Overview of Collections - dict and tuple/8. List of Tuples.mp4 78.0 MB
16. Programming Essentials using Python - Predefined Functions/8. Date Manipulation Functions.mp4 76.6 MB
25. Programming Essentials using Python - Overview of Pandas Libraries/9. Performing Grouped Aggregations.mp4 76.6 MB
25. Programming Essentials using Python - Overview of Pandas Libraries/7. Projecting and Filtering.mp4 76.4 MB
28. Programming Essentials using Python - Processing JSON Data/10. Common Use Cases for JSON.mp4 76.3 MB
25. Programming Essentials using Python - Overview of Pandas Libraries/10. Writing Data Frames to Files.mp4 75.7 MB
15. Programming Essentials using Python - Basic Programming Constructs/9. Running os commands.mp4 75.1 MB
35. Data Copier - Loading Data from files to tables/2. Populating Departments data into table.mp4 75.1 MB
3. Setting up Environment - Overview of GCP and Provision Ubuntu VM/5. Setup Docker.mp4 74.5 MB
11. Database Essentials - Predefined Functions/13. Using to_char and to_date.mp4 74.1 MB
9. Database Essentials - Creating Tables and Indexes/6. Indexes on Tables.mp4 74.1 MB
35. Data Copier - Loading Data from files to tables/4. Populating orders table in chunks.mp4 73.8 MB
39. Data Copier - Deploy and Validate Application on Remote Server/10. Run and Validate Dockerized Application.mp4 73.6 MB
10. Database Essentials - Partitioning Tables and Indexes/7. Repartitioning - Range.mp4 73.3 MB
47. Data Engineering using Spark SQL - Overview of Spark SQL Functions/4. String Manipulation Functions.mp4 73.0 MB
12. Database Essentials - Writing Advanced SQL Queries/12. Analytic Functions - Ranking.mp4 72.7 MB
52. Apache Spark using Python - Joining Data Sets/6. Left or Right Outer Join.mp4 72.4 MB
24. Programming Essentials using Python - Delimited Files and Collections/5. Write Delimited Strings into files.mp4 72.0 MB
9. Database Essentials - Creating Tables and Indexes/3. Adding or Modifying Columns.mp4 72.0 MB
9. Database Essentials - Creating Tables and Indexes/4. Different Type of Constraints.mp4 71.1 MB
54. Apache Spark - Development Life Cycle using Python/22. Detailed Validation of the Application.mp4 70.9 MB
5. Setting up Environment - Setup Postgres Database on Ubuntu VM/11. Jupyter Lab and Postgresql using Ubuntu VM.mp4 70.7 MB
26. Programming Essentials using Python - Database Programming - CRUD Operations/10. Querying Data From Table.mp4 70.1 MB
43. Data Engineering using Spark SQL - Getting Started/4. Overview of Spark SQL Properties.mp4 70.1 MB
22. Programming Essentials using Python - Understanding Map Reduce Libraries/4. Row Level Transformations using map.mp4 70.1 MB
44. Data Engineering using Spark SQL - Basic Transformations/6. Filtering Data.mp4 69.9 MB
29. Programming Essentials using Python - Processing REST Payloads/7. Process REST Payload using Pandas.mp4 69.9 MB
51. Apache Spark using Python - Basic Transformations/10. Total Aggregations.mp4 69.5 MB
36. Data Copier - Modularizing the application/12. Validate logic for table list as run time argument.mp4 68.9 MB
42. Introduction to Hadoop eco system - Overview of HDFS/12. HDFS File Permissions.mp4 68.9 MB
32. Data Copier - Getting Started/7. Create Postgres Container.mp4 68.6 MB
38. Data Copier - Using custom Docker Image/8. Passing Environment Variables to Docker Container.mp4 68.4 MB
41. Setup Hive and Spark on Single Node Cluster/10. Validate Jupyter Lab Setup.mp4 67.9 MB
13. Programming Essentials using Python - Perform Database Operations/10. Example - Web Application.mp4 67.3 MB
34. Data Copier - Database Programming using Pandas/8. Writing Pandas Dataframe to table.mp4 67.1 MB
45. Data Engineering using Spark SQL - Managing Tables - Basic DDL and DML/2. Create Spark Metastore Tables.mp4 67.1 MB
42. Introduction to Hadoop eco system - Overview of HDFS/6. Getting Files Metadata.mp4 66.9 MB
41. Setup Hive and Spark on Single Node Cluster/8. Configure Spark 2.mp4 66.8 MB
22. Programming Essentials using Python - Understanding Map Reduce Libraries/14. Get revenue per order using itertools groupby.mp4 66.7 MB
45. Data Engineering using Spark SQL - Managing Tables - Basic DDL and DML/3. Overview of Data Types.mp4 66.4 MB
12. Database Essentials - Writing Advanced SQL Queries/9. Analytic Functions - Aggregations.mp4 66.3 MB
14. Programming Essentials using Python - Getting Started with Python/2. Overview of Anaconda.mp4 66.3 MB
41. Setup Hive and Spark on Single Node Cluster/9. Validate Spark 2 using CLIs.mp4 66.2 MB
6. Database Essentials - Getting Started/8. Loading Data - Docker.mp4 66.2 MB
39. Data Copier - Deploy and Validate Application on Remote Server/7. Setup Docker Container for the Database.mp4 66.1 MB
53. Apache Spark using Python - Spark Metastore/3. Creating Metastore Tables using catalog.mp4 65.8 MB
36. Data Copier - Modularizing the application/5. Read logic using Pandas.mp4 65.7 MB
43. Data Engineering using Spark SQL - Getting Started/7. Managing Spark Metastore Databases.mp4 65.6 MB
19. Programming Essentials using Python - Overview of Collections - dict and tuple/6. Manipulating dict.mp4 65.5 MB
51. Apache Spark using Python - Basic Transformations/5. Boolean Operators.mp4 65.1 MB
28. Programming Essentials using Python - Processing JSON Data/11. Write to JSON files using json module.mp4 65.0 MB
27. Programming Essentials using Python - Database Programming - Batch Operations/5. Batch Loading of Data.mp4 64.8 MB
46. Data Engineering using Spark SQL - Managing Tables - DML and Partitioning/8. Loading Data into Partitioned Tables.mp4 64.8 MB
20. Programming Essentials using Python - Manipulating Collections using loops/5. Getting Unique Elements.mp4 64.7 MB
32. Data Copier - Getting Started/12. Create GitHub Project.mp4 64.0 MB
48. Data Engineering using Spark SQL - Windowing Functions/6. Getting first and last values.mp4 63.8 MB
54. Apache Spark - Development Life Cycle using Python/11. Read Data from Files.mp4 63.6 MB
21. Programming Essentials using Python - Development of Map Reduce APIs/4. Validate myMap Function.mp4 63.5 MB
29. Programming Essentials using Python - Processing REST Payloads/4. Getting Started with requests.mp4 63.0 MB
53. Apache Spark using Python - Spark Metastore/8. Create Partitioned Tables.mp4 63.0 MB
41. Setup Hive and Spark on Single Node Cluster/14. Validate Spark 3 using CLIs.mp4 62.5 MB
37. Data Copier - Dockerizing the application/6. Deploying application and installing dependencies in the docker container.mp4 62.5 MB
32. Data Copier - Getting Started/9. Overview of Postgres Database Commands.mp4 62.0 MB
47. Data Engineering using Spark SQL - Overview of Spark SQL Functions/9. Using CASE and WHEN.mp4 61.4 MB
28. Programming Essentials using Python - Processing JSON Data/4. Create JSON String.mp4 61.1 MB
21. Programming Essentials using Python - Development of Map Reduce APIs/8. Validate myReduceByKey Function.mp4 60.7 MB
36. Data Copier - Modularizing the application/8. Validate write logic.mp4 60.6 MB
38. Data Copier - Using custom Docker Image/10. Run application using Docker.mp4 60.2 MB
19. Programming Essentials using Python - Overview of Collections - dict and tuple/9. List of dicts.mp4 59.8 MB
18. Programming Essentials using Python - Overview of Collections - list and set/11. list and set - Usage.mp4 59.8 MB
24. Programming Essentials using Python - Delimited Files and Collections/2. Overview of Delimited Text Files.mp4 59.2 MB
23. Programming Essentials using Python - Basics of File IO using Python/10. Read csv into list of strings.mp4 59.0 MB
41. Setup Hive and Spark on Single Node Cluster/13. Configure Spark 3.mp4 58.9 MB
12. Database Essentials - Writing Advanced SQL Queries/13. Analytic Functions - Filtering.mp4 58.9 MB
30. Understanding Python Virtual Environments/15. Validate Python and Package Compatibility and Install Python 3.6.mp4 58.8 MB
26. Programming Essentials using Python - Database Programming - CRUD Operations/4. Setup Database Client Libraries.mp4 58.6 MB
24. Programming Essentials using Python - Delimited Files and Collections/3. Recap of basic file IO.mp4 58.5 MB
15. Programming Essentials using Python - Basic Programming Constructs/7. Conditionals.mp4 58.5 MB
1. Introduction about the course/8. [Must Watch] Setting up Course Material.mp4 58.3 MB
28. Programming Essentials using Python - Processing JSON Data/8. Process JSON using Pandas.mp4 58.3 MB
9. Database Essentials - Creating Tables and Indexes/2. Overview of Data Types.mp4 58.3 MB
43. Data Engineering using Spark SQL - Getting Started/11. Exercise - Getting Started with Spark SQL.mp4 58.2 MB
24. Programming Essentials using Python - Delimited Files and Collections/8. Writing iterables to files using csv.mp4 58.1 MB
53. Apache Spark using Python - Spark Metastore/11. Using Spark SQL.mp4 57.9 MB
42. Introduction to Hadoop eco system - Overview of HDFS/9. HDFS Replication Factor.mp4 57.5 MB
51. Apache Spark using Python - Basic Transformations/12. Aggregate data using rollup.mp4 56.6 MB
17. Programming Essentials using Python - User Defined Functions/5. Function Parameters and Arguments.mp4 56.5 MB
51. Apache Spark using Python - Basic Transformations/11. Aggregate data using groupBy.mp4 56.2 MB
44. Data Engineering using Spark SQL - Basic Transformations/8. Joining Tables - Outer.mp4 56.2 MB
8. Database Essentials - Writing Basic SQL Queries/8. Joining Tables - Outer.mp4 56.2 MB
51. Apache Spark using Python - Basic Transformations/13. Aggregate data using cube.cmproj.mp4 55.8 MB
12. Database Essentials - Writing Advanced SQL Queries/6. Merging or Upserting Data.mp4 55.7 MB
28. Programming Essentials using Python - Processing JSON Data/7. Multiple JSON Documents in files.mp4 55.7 MB
14. Programming Essentials using Python - Getting Started with Python/3. Python CLI and Jupyter Notebook.mp4 55.6 MB
51. Apache Spark using Python - Basic Transformations/15. Solution - Problem 1 - Get Total Aggregations.mp4 55.3 MB
9. Database Essentials - Creating Tables and Indexes/9. Truncating Tables.mp4 54.8 MB
47. Data Engineering using Spark SQL - Overview of Spark SQL Functions/6. Overview of Numeric Functions.mp4 54.7 MB
52. Apache Spark using Python - Joining Data Sets/2. Analyze Datasets for Joins.mp4 54.7 MB
36. Data Copier - Modularizing the application/7. Write logic using Pandas.mp4 54.7 MB
45. Data Engineering using Spark SQL - Managing Tables - Basic DDL and DML/10. Overview of File Formats.mp4 54.6 MB
50. Apache Spark using Python - Processing Column Data/6. Extracting Strings using substring.mp4 54.5 MB
8. Database Essentials - Writing Basic SQL Queries/7. Joining Tables - Inner.mp4 53.7 MB
29. Programming Essentials using Python - Processing REST Payloads/5. Convert REST Payload to Python Objects.mp4 53.7 MB
3. Setting up Environment - Overview of GCP and Provision Ubuntu VM/4. Provision Ubuntu VM from GCP.mp4 53.6 MB
41. Setup Hive and Spark on Single Node Cluster/4. Configure and Setup Hive Metastore.mp4 53.5 MB
36. Data Copier - Modularizing the application/6. Validate read logic.mp4 53.4 MB
41. Setup Hive and Spark on Single Node Cluster/3. Setup Database for Hive Metastore.mp4 53.3 MB
13. Programming Essentials using Python - Perform Database Operations/3. Create Database and Users Table.mp4 53.2 MB
51. Apache Spark using Python - Basic Transformations/4. Filtering Example using dates.mp4 53.2 MB
6. Database Essentials - Getting Started/7. Data Loading Utilities.mp4 53.1 MB
49. Apache Spark using Python - Data Processing Overview/4. Inferring Schema.mp4 52.9 MB
44. Data Engineering using Spark SQL - Basic Transformations/7. Joining Tables - Inner.mp4 52.8 MB
52. Apache Spark using Python - Joining Data Sets/5. Using Inner Joins.mp4 52.8 MB
10. Database Essentials - Partitioning Tables and Indexes/3. Managing Partitions - List.mp4 52.6 MB
30. Understanding Python Virtual Environments/13. Install Dependencies for Data Engineering Application.mp4 52.5 MB
32. Data Copier - Getting Started/8. Setup Postgres Database for development.mp4 52.4 MB
12. Database Essentials - Writing Advanced SQL Queries/4. CTAS - Create Table As Select.mp4 52.1 MB
49. Apache Spark using Python - Data Processing Overview/6. Overview of Data Frame APIs.mp4 51.8 MB
37. Data Copier - Dockerizing the application/11. Running Application from the Docker Container.mp4 51.8 MB
37. Data Copier - Dockerizing the application/4. Create and attach network to database container.mp4 51.7 MB
24. Programming Essentials using Python - Delimited Files and Collections/6. Overview of CSV Module.mp4 51.3 MB
45. Data Engineering using Spark SQL - Managing Tables - Basic DDL and DML/13. Exercise - Managed Tables.mp4 51.3 MB
12. Database Essentials - Writing Advanced SQL Queries/10. Cumulative or Moving Aggregations.mp4 51.2 MB
33. Data Copier - Reading Data using Pandas/4. Reading JSON Data using Pandas.mp4 51.1 MB
4. Networking Concepts for Beginners - ip addresses and port numbers/3. Port Numbers associated with Applications or Services.mp4 51.0 MB
50. Apache Spark using Python - Processing Column Data/14. Using to_date and to_timestamp.mp4 50.7 MB
6. Database Essentials - Getting Started/6. SQL Workbench Features.mp4 50.6 MB
54. Apache Spark - Development Life Cycle using Python/17. Validating Writing Data to Files.mp4 50.5 MB
36. Data Copier - Modularizing the application/3. Using os module for Environment Variables.mp4 50.4 MB
20. Programming Essentials using Python - Manipulating Collections using loops/11. Get Order Count by Status.mp4 50.0 MB
50. Apache Spark using Python - Processing Column Data/1. Overview of Predefined Functions in Spark.mp4 50.0 MB
20. Programming Essentials using Python - Manipulating Collections using loops/20. Exercises - Manipulating Collections using loops.mp4 49.9 MB
30. Understanding Python Virtual Environments/3. Create Virtual Environment for Web Application.mp4 49.8 MB
23. Programming Essentials using Python - Basics of File IO using Python/8. Overview of modes to write into files.mp4 49.7 MB
50. Apache Spark using Python - Processing Column Data/7. Extracting Strings using split.mp4 49.7 MB
5. Setting up Environment - Setup Postgres Database on Ubuntu VM/6. Execute SQL Scripts.mp4 49.7 MB
37. Data Copier - Dockerizing the application/3. Pull and validate appropriate python image.mp4 49.6 MB
36. Data Copier - Modularizing the application/10. Validate Integration logic.mp4 49.5 MB
9. Database Essentials - Creating Tables and Indexes/1. DDL - Data Definition Language.mp4 49.5 MB
28. Programming Essentials using Python - Processing JSON Data/12. Write to JSON files using pandas.mp4 49.5 MB
13. Programming Essentials using Python - Perform Database Operations/9. Example - Data Engineering.mp4 49.3 MB
49. Apache Spark using Python - Data Processing Overview/1. Starting Spark Context - pyspark.mp4 49.1 MB
25. Programming Essentials using Python - Overview of Pandas Libraries/6. CSV to Pandas Data Frames.mp4 49.0 MB
53. Apache Spark using Python - Spark Metastore/6. Inserting into Existing Tables.mp4 48.9 MB
5. Setting up Environment - Setup Postgres Database on Ubuntu VM/2. Setup Postgres using Docker.mp4 48.9 MB
33. Data Copier - Reading Data using Pandas/5. Previewing Data using Pandas.mp4 48.7 MB
47. Data Engineering using Spark SQL - Overview of Spark SQL Functions/8. Dealing with Nulls.mp4 48.6 MB
22. Programming Essentials using Python - Understanding Map Reduce Libraries/10. Cumulative Operations using itertools.mp4 48.6 MB
14. Programming Essentials using Python - Getting Started with Python/1. Installing Python on Windows.mp4 48.5 MB
53. Apache Spark using Python - Spark Metastore/5. Define Schema for Tables using StructType.mp4 48.2 MB
50. Apache Spark using Python - Processing Column Data/18. Using CASE and WHEN.mp4 47.9 MB
16. Programming Essentials using Python - Predefined Functions/5. String Manipulation Functions.mp4 47.9 MB
26. Programming Essentials using Python - Database Programming - CRUD Operations/3. Recap of RDBMS Concepts.mp4 47.8 MB
2. Setting up Environment using AWS Cloud9/9. Setup Jupyter Lab on Cloud9.mp4 47.6 MB
18. Programming Essentials using Python - Overview of Collections - list and set/15. Sorting list of Delimited Strings.mp4 47.4 MB
48. Data Engineering using Spark SQL - Windowing Functions/8. Order of execution of SQL.cmproj.mp4 47.4 MB
40. Setup Hadoop on Single Node Cluster/5. Configure Hadoop HDFS.mp4 47.4 MB
29. Programming Essentials using Python - Processing REST Payloads/3. Overview of Postman.mp4 47.3 MB
21. Programming Essentials using Python - Development of Map Reduce APIs/10. Validate myJoin Function.mp4 46.9 MB
12. Database Essentials - Writing Advanced SQL Queries/1. Overview of Views.mp4 46.7 MB
22. Programming Essentials using Python - Understanding Map Reduce Libraries/6. Get Revenue for a given product id.mp4 46.7 MB
53. Apache Spark using Python - Spark Metastore/4. Inferring Schema for Tables.mp4 46.6 MB
10. Database Essentials - Partitioning Tables and Indexes/9. Managing Partitions - Hash.mp4 46.4 MB
32. Data Copier - Getting Started/4. Setup Docker on Windows 10 Pro.mp4 46.1 MB
10. Database Essentials - Partitioning Tables and Indexes/6. Managing Partitions - Range.mp4 46.1 MB
40. Setup Hadoop on Single Node Cluster/6. Start and Validate HDFS.mp4 46.1 MB
7. Database Essentials - Database Operations/8. Exercise - Database Operations.mp4 46.1 MB
7. Database Essentials - Database Operations/4. Inserting Data.mp4 46.0 MB
21. Programming Essentials using Python - Development of Map Reduce APIs/2. Validate myFilter.mp4 45.7 MB
11. Database Essentials - Predefined Functions/19. Using CASE and WHEN.mp4 45.6 MB
30. Understanding Python Virtual Environments/5. Installing Dependencies for Web Application using pip.mp4 45.6 MB
11. Database Essentials - Predefined Functions/8. String Replacement.mp4 45.6 MB
51. Apache Spark using Python - Basic Transformations/3. Basic Filtering of Data.mp4 45.2 MB
50. Apache Spark using Python - Processing Column Data/4. Special Functions - col and lit.mp4 44.9 MB
20. Programming Essentials using Python - Manipulating Collections using loops/16. List Comprehensions using Python.mp4 44.7 MB
54. Apache Spark - Development Life Cycle using Python/15. Write Data to Files.mp4 44.7 MB
29. Programming Essentials using Python - Processing REST Payloads/2. Using curl command.mp4 44.6 MB
26. Programming Essentials using Python - Database Programming - CRUD Operations/6. Create Database Table.mp4 44.6 MB
3. Setting up Environment - Overview of GCP and Provision Ubuntu VM/3. Overview of GCP Pricing.mp4 44.1 MB
49. Apache Spark using Python - Data Processing Overview/5. Previewing Airlines Data.mp4 44.0 MB
9. Database Essentials - Creating Tables and Indexes/7. Indexes for Constraints.mp4 44.0 MB
30. Understanding Python Virtual Environments/11. Install Dependencies using requirements file for Web Application.mp4 43.8 MB
22. Programming Essentials using Python - Understanding Map Reduce Libraries/2. Filtering Data using filter.mp4 43.8 MB
54. Apache Spark - Development Life Cycle using Python/13. Process Data using Spark APIs.mp4 43.6 MB
45. Data Engineering using Spark SQL - Managing Tables - Basic DDL and DML/6. Loading Data Into Tables - HDFS.mp4 43.6 MB
7. Database Essentials - Database Operations/5. Updating Data.mp4 43.5 MB
22. Programming Essentials using Python - Understanding Map Reduce Libraries/5. Aggregations using reduce.mp4 43.2 MB
14. Programming Essentials using Python - Getting Started with Python/5. Using IDEs - Pycharm.mp4 43.0 MB
4. Networking Concepts for Beginners - ip addresses and port numbers/13. Access Web Application using Private IP using SSH as proxy.mp4 42.9 MB
53. Apache Spark using Python - Spark Metastore/1. Overview of Spark Metastore.mp4 42.8 MB
42. Introduction to Hadoop eco system - Overview of HDFS/13. Overriding Properties.mp4 42.7 MB
44. Data Engineering using Spark SQL - Basic Transformations/2. Spark SQL - Overview.mp4 42.5 MB
38. Data Copier - Using custom Docker Image/9. Add Data Copier Container to custom network.mp4 42.5 MB
4. Networking Concepts for Beginners - ip addresses and port numbers/9. Setup Web Application and access using local ip.mp4 42.2 MB
50. Apache Spark using Python - Processing Column Data/12. Using Date and Time Trunc Functions.mp4 42.1 MB
10. Database Essentials - Partitioning Tables and Indexes/11. Sub Partitioning.mp4 42.0 MB
21. Programming Essentials using Python - Development of Map Reduce APIs/11. Exercises - Development of Map Reduce APIs.mp4 42.0 MB
13. Programming Essentials using Python - Perform Database Operations/5. DML - Data Manipulation Language.mp4 41.9 MB
25. Programming Essentials using Python - Overview of Pandas Libraries/2. Pandas Data Structures.mp4 41.6 MB
42. Introduction to Hadoop eco system - Overview of HDFS/2. Listing HDFS Files.mp4 41.5 MB
4. Networking Concepts for Beginners - ip addresses and port numbers/5. Setup Apache2 on Ubuntu.mp4 41.5 MB
12. Database Essentials - Writing Advanced SQL Queries/3. Overview of Sub Queries.mp4 41.4 MB
17. Programming Essentials using Python - User Defined Functions/6. Varying Arguments.mp4 41.4 MB
11. Database Essentials - Predefined Functions/1. Overview of Functions.mp4 41.4 MB
54. Apache Spark - Development Life Cycle using Python/8. Create Function for Spark Session.mp4 41.3 MB
54. Apache Spark - Development Life Cycle using Python/20. Setting up Data for Production Validation.mp4 41.2 MB
47. Data Engineering using Spark SQL - Overview of Spark SQL Functions/10. Query Example - Word Count.mp4 41.2 MB
51. Apache Spark using Python - Basic Transformations/9. Dealing with Nulls while Filtering.mp4 41.2 MB
8. Database Essentials - Writing Basic SQL Queries/4. Preparing Tables.mp4 41.1 MB
14. Programming Essentials using Python - Getting Started with Python/7. Using ITVersity Labs.mp4 41.1 MB
13. Programming Essentials using Python - Perform Database Operations/4. DDL - Data Definition Language.mp4 41.0 MB
42. Introduction to Hadoop eco system - Overview of HDFS/5. Copying files from HDFS to local.mp4 40.9 MB
50. Apache Spark using Python - Processing Column Data/17. Dealing with Nulls.mp4 40.8 MB
42. Introduction to Hadoop eco system - Overview of HDFS/8. HDFS Block Size.mp4 40.6 MB
11. Database Essentials - Predefined Functions/16. Overview of Numeric Functions.mp4 40.4 MB
5. Setting up Environment - Setup Postgres Database on Ubuntu VM/5. Create Database and User.mp4 40.3 MB
50. Apache Spark using Python - Processing Column Data/15. Using date_format Function.mp4 40.3 MB
5. Setting up Environment - Setup Postgres Database on Ubuntu VM/8. Download Postgres Driver.mp4 39.3 MB
6. Database Essentials - Getting Started/5. Connecting to Postgres using SQL Workbench.mp4 39.2 MB
45. Data Engineering using Spark SQL - Managing Tables - Basic DDL and DML/9. Managed Tables vs External Tables.mp4 39.1 MB
20. Programming Essentials using Python - Manipulating Collections using loops/8. Quick recap of dict operations.mp4 39.1 MB
50. Apache Spark using Python - Processing Column Data/16. Dealing with Unix Timestamp.mp4 39.1 MB
34. Data Copier - Database Programming using Pandas/6. Reading data from table using Pandas.mp4 39.0 MB
41. Setup Hive and Spark on Single Node Cluster/1. Setup Data Sets for Practice.mp4 39.0 MB
41. Setup Hive and Spark on Single Node Cluster/11. Intergrate Spark 2 with Jupyter Lab.mp4 38.8 MB
5. Setting up Environment - Setup Postgres Database on Ubuntu VM/10. Jupyter Lab and Postgresql on local systems such as Mac.mp4 38.7 MB
21. Programming Essentials using Python - Development of Map Reduce APIs/1. Develop myFilter.mp4 38.7 MB
36. Data Copier - Modularizing the application/1. Overview of main function.mp4 38.7 MB
14. Programming Essentials using Python - Getting Started with Python/4. Overview of Jupyter Lab.mp4 38.2 MB
12. Database Essentials - Writing Advanced SQL Queries/8. Overview of Analytic Functions.mp4 38.2 MB
1. Introduction about the course/1. Introduction about course.mp4 38.1 MB
4. Networking Concepts for Beginners - ip addresses and port numbers/8. Overview of Public IP Address associated with a server.mp4 38.1 MB
38. Data Copier - Using custom Docker Image/3. Install OS Modules in custom docker image.mp4 38.0 MB
15. Programming Essentials using Python - Basic Programming Constructs/6. Tasks - Data Types and Operators.mp4 38.0 MB
54. Apache Spark - Development Life Cycle using Python/1. Setup Virtual Environment and Install Pyspark.mp4 37.9 MB
53. Apache Spark using Python - Spark Metastore/7. Read and Process data from Metastore Tables.mp4 37.9 MB
50. Apache Spark using Python - Processing Column Data/11. Date and Time Arithmetic.mp4 37.8 MB
11. Database Essentials - Predefined Functions/11. Date Arithmetic.mp4 37.8 MB
22. Programming Essentials using Python - Understanding Map Reduce Libraries/8. Get total commission amount.mp4 37.7 MB
33. Data Copier - Reading Data using Pandas/6. Reading Data in Chunks using Pandas.mp4 37.6 MB
20. Programming Essentials using Python - Manipulating Collections using loops/7. Preparing Data Sets.mp4 37.6 MB
37. Data Copier - Dockerizing the application/12. Delete Docker Container.mp4 37.6 MB
39. Data Copier - Deploy and Validate Application on Remote Server/8. Setup Database and Tables as part of Docker based Database Server.mp4 37.4 MB
23. Programming Essentials using Python - Basics of File IO using Python/7. Write string to text file.mp4 37.4 MB
38. Data Copier - Using custom Docker Image/2. Getting started with docker custom image.mp4 37.2 MB
48. Data Engineering using Spark SQL - Windowing Functions/10. Filtering Windowing Function Results.mp4 37.1 MB
52. Apache Spark using Python - Joining Data Sets/1. Prepare Datasets for Joins.mp4 37.1 MB
7. Database Essentials - Database Operations/3. Creating Table.mp4 37.0 MB
50. Apache Spark using Python - Processing Column Data/8. Padding Characters around Strings.mp4 37.0 MB
22. Programming Essentials using Python - Understanding Map Reduce Libraries/3. Projecting data using map.mp4 36.9 MB
1. Introduction about the course/5. Training Approach.mp4 36.7 MB
18. Programming Essentials using Python - Overview of Collections - list and set/14. Sorting data in lists and tuples.mp4 36.7 MB
42. Introduction to Hadoop eco system - Overview of HDFS/7. Previewing Data in HDFS Files.mp4 36.6 MB
19. Programming Essentials using Python - Overview of Collections - dict and tuple/11. Processing dict items.mp4 36.5 MB
19. Programming Essentials using Python - Overview of Collections - dict and tuple/7. Common Examples - dict.mp4 36.5 MB
36. Data Copier - Modularizing the application/9. Integrate read and write logic.mp4 36.4 MB
46. Data Engineering using Spark SQL - Managing Tables - DML and Partitioning/5. Inserting Data using Stage Table.mp4 36.4 MB
20. Programming Essentials using Python - Manipulating Collections using loops/19. Limitations of using loops.mp4 36.3 MB
2. Setting up Environment using AWS Cloud9/7. Associating Elastic IPs to Cloud9 Instance.mp4 36.2 MB
49. Apache Spark using Python - Data Processing Overview/7. Overview of Functions.mp4 36.1 MB
41. Setup Hive and Spark on Single Node Cluster/5. Launch and Validate Hive.mp4 36.1 MB
33. Data Copier - Reading Data using Pandas/2. Overview of Retail Data.mp4 36.1 MB
53. Apache Spark using Python - Spark Metastore/9. Saving as Partitioned Table.mp4 36.0 MB
11. Database Essentials - Predefined Functions/6. Trimming and Padding Functions.mp4 36.0 MB
19. Programming Essentials using Python - Overview of Collections - dict and tuple/5. Accessing Elements - dict.mp4 35.9 MB
17. Programming Essentials using Python - User Defined Functions/9. Passing Functions as Arguments.mp4 35.8 MB
23. Programming Essentials using Python - Basics of File IO using Python/5. Overview of Retail Data.mp4 35.7 MB
46. Data Engineering using Spark SQL - Managing Tables - DML and Partitioning/10. Using Dynamic Partition Mode.mp4 35.6 MB
22. Programming Essentials using Python - Understanding Map Reduce Libraries/12. Overview of itertools groupby.mp4 35.6 MB
51. Apache Spark using Python - Basic Transformations/16. Solution - Problem 2 - Get Total Aggregations By FlightDate.mp4 35.3 MB
51. Apache Spark using Python - Basic Transformations/6. Using IN Operator or isin Function.mp4 35.3 MB
15. Programming Essentials using Python - Basic Programming Constructs/10. Exercises - Basic Programming Constructs.mp4 35.2 MB
38. Data Copier - Using custom Docker Image/7. Mounting Data Folders on to Docker Container.mp4 34.7 MB
46. Data Engineering using Spark SQL - Managing Tables - DML and Partitioning/3. Creating Tables using Parquet.mp4 34.6 MB
36. Data Copier - Modularizing the application/11. Develop logic for multiple tables.mp4 34.6 MB
42. Introduction to Hadoop eco system - Overview of HDFS/1. Getting help or usage.mp4 34.5 MB
39. Data Copier - Deploy and Validate Application on Remote Server/9. Building Custom Docker Image for application.mp4 34.4 MB
3. Setting up Environment - Overview of GCP and Provision Ubuntu VM/6. Validating Python.mp4 34.3 MB
27. Programming Essentials using Python - Database Programming - Batch Operations/4. Reading Data From File.mp4 34.2 MB
44. Data Engineering using Spark SQL - Basic Transformations/4. Prepare Tables.mp4 34.1 MB
18. Programming Essentials using Python - Overview of Collections - list and set/16. Exercises - Sorting lists and sets.mp4 34.0 MB
16. Programming Essentials using Python - Predefined Functions/7. Print and Input Functions.mp4 34.0 MB
2. Setting up Environment using AWS Cloud9/2. Creating Cloud9 Environment.mp4 33.9 MB
11. Database Essentials - Predefined Functions/5. Using position or strpos.mp4 33.6 MB
23. Programming Essentials using Python - Basics of File IO using Python/6. Read text file into string.mp4 33.5 MB
23. Programming Essentials using Python - Basics of File IO using Python/11. Writing Strings to file in Append Mode.mp4 33.5 MB
35. Data Copier - Loading Data from files to tables/6. Validate orders table using pandas.mp4 33.3 MB
8. Database Essentials - Writing Basic SQL Queries/5. Selecting or Projecting Data.mp4 33.3 MB
19. Programming Essentials using Python - Overview of Collections - dict and tuple/2. Overview of dict and tuple.mp4 33.3 MB
50. Apache Spark using Python - Processing Column Data/9. Trimming Characters from Strings.mp4 33.3 MB
51. Apache Spark using Python - Basic Transformations/7. Using LIKE Operator or like Function.mp4 32.6 MB
5. Setting up Environment - Setup Postgres Database on Ubuntu VM/7. Setup SQL Workbench.mp4 32.6 MB
6. Database Essentials - Getting Started/4. Setup SQL Workbench.mp4 32.6 MB
44. Data Engineering using Spark SQL - Basic Transformations/10. Sorting Data.mp4 32.2 MB
1. Introduction about the course/3. Pre-requisites.mp4 32.1 MB
8. Database Essentials - Writing Basic SQL Queries/11. Solution - Daily Product Revenue.mp4 32.1 MB
9. Database Essentials - Creating Tables and Indexes/10. Dropping Tables.mp4 32.1 MB
22. Programming Essentials using Python - Understanding Map Reduce Libraries/7. Get total items sold and revenue for a product.mp4 32.0 MB
33. Data Copier - Reading Data using Pandas/3. Adding Pandas to the project.mp4 31.8 MB
51. Apache Spark using Python - Basic Transformations/8. Using BETWEEN Operator.mp4 31.6 MB
40. Setup Hadoop on Single Node Cluster/2. Setup Prerequisties.mp4 31.4 MB
13. Programming Essentials using Python - Perform Database Operations/6. DQL - Data Query Language.mp4 31.4 MB
5. Setting up Environment - Setup Postgres Database on Ubuntu VM/4. Accessing Postgres using Docker CLI.mp4 31.3 MB
52. Apache Spark using Python - Joining Data Sets/14. Solution - Get Daily Revenue rolled up till Yearly.mp4 31.2 MB
22. Programming Essentials using Python - Understanding Map Reduce Libraries/11. Using itertools starmap.mp4 31.1 MB
36. Data Copier - Modularizing the application/13. Push changes to remote git repository.mp4 31.0 MB
39. Data Copier - Deploy and Validate Application on Remote Server/6. Setup Network and Database Folder for Database using Docker.mp4 30.8 MB
10. Database Essentials - Partitioning Tables and Indexes/4. Manipulating Data.mp4 30.8 MB
22. Programming Essentials using Python - Understanding Map Reduce Libraries/9. Overview of itertools.mp4 30.8 MB
21. Programming Essentials using Python - Development of Map Reduce APIs/3. Develop myMap Function.mp4 30.7 MB
32. Data Copier - Getting Started/10. Setup Project using Pycharm.mp4 30.7 MB
20. Programming Essentials using Python - Manipulating Collections using loops/18. Dict Comprehensions in Python.mp4 30.7 MB
40. Setup Hadoop on Single Node Cluster/4. Download and Install Hadoop.mp4 30.6 MB
14. Programming Essentials using Python - Getting Started with Python/6. Using Visual Studio Code.mp4 30.5 MB
47. Data Engineering using Spark SQL - Overview of Spark SQL Functions/3. Validating Functions.mp4 30.5 MB
43. Data Engineering using Spark SQL - Getting Started/6. Understanding Warehouse Directory.mp4 30.4 MB
4. Networking Concepts for Beginners - ip addresses and port numbers/7. Overview of Private IP Address associated with a server.mp4 30.2 MB
21. Programming Essentials using Python - Development of Map Reduce APIs/6. Validate myReduce Function.mp4 30.2 MB
16. Programming Essentials using Python - Predefined Functions/3. Numeric Functions.mp4 30.2 MB
4. Networking Concepts for Beginners - ip addresses and port numbers/10. Setup Web Application and access using private ip.mp4 30.2 MB
31. Overview of Pycharm for Python Application Development/4. Setup Getting Started Project using Pycharm.mp4 30.2 MB
44. Data Engineering using Spark SQL - Basic Transformations/5. Projecting Data.mp4 30.1 MB
54. Apache Spark - Development Life Cycle using Python/5. Passing Run Time Arguments.mp4 29.9 MB
32. Data Copier - Getting Started/11. Managing Dependencies for the project.mp4 29.9 MB
54. Apache Spark - Development Life Cycle using Python/3. Getting Started with Pycharm.mp4 29.7 MB
43. Data Engineering using Spark SQL - Getting Started/3. Launching and using Spark SQL CLI.mp4 29.4 MB
1. Introduction about the course/9.1 airtrafficdata.zip 29.4 MB
21. Programming Essentials using Python - Development of Map Reduce APIs/9. Develop myJoin Function.mp4 29.1 MB
38. Data Copier - Using custom Docker Image/5. Adding dependencies to the custom image.mp4 28.8 MB
39. Data Copier - Deploy and Validate Application on Remote Server/3. Requirements to deploy application on Virtual Machine.mp4 28.7 MB
18. Programming Essentials using Python - Overview of Collections - list and set/2. Overview of list and set.mp4 28.6 MB
33. Data Copier - Reading Data using Pandas/7. Dynamically read files using os.mp4 28.4 MB
23. Programming Essentials using Python - Basics of File IO using Python/4. File Paths and Names.mp4 28.3 MB
6. Database Essentials - Getting Started/1. Connecting to Database.mp4 28.3 MB
38. Data Copier - Using custom Docker Image/6. Understanding docker custom image build process.mp4 28.2 MB
16. Programming Essentials using Python - Predefined Functions/6. Formatting Strings.mp4 28.2 MB
10. Database Essentials - Partitioning Tables and Indexes/10. Usage Scenarios.mp4 28.2 MB
11. Database Essentials - Predefined Functions/12. Beginning Date or Time using date_trunc.mp4 28.0 MB
10. Database Essentials - Partitioning Tables and Indexes/2. List Partitioning.mp4 27.9 MB
26. Programming Essentials using Python - Database Programming - CRUD Operations/2. Overview of Database Programming.mp4 27.8 MB
43. Data Engineering using Spark SQL - Getting Started/10. Role of Spark Metastore or Hive Metastore.mp4 27.8 MB
37. Data Copier - Dockerizing the application/5. Quick recap about Docker containers.mp4 27.7 MB
20. Programming Essentials using Python - Manipulating Collections using loops/13. Get Order Count by Month.mp4 27.7 MB
27. Programming Essentials using Python - Database Programming - Batch Operations/3. Preparing Database.mp4 27.6 MB
45. Data Engineering using Spark SQL - Managing Tables - Basic DDL and DML/5. Loading Data Into Tables - Local.mp4 27.6 MB
12. Database Essentials - Writing Advanced SQL Queries/2. Overview of Named Queries.mp4 27.4 MB
46. Data Engineering using Spark SQL - Managing Tables - DML and Partitioning/7. Adding Partitions to Tables.mp4 27.3 MB
50. Apache Spark using Python - Processing Column Data/2. Create Dummy Data Frame.mp4 27.3 MB
51. Apache Spark using Python - Basic Transformations/2. Data Frames for basic transformations.mp4 27.3 MB
52. Apache Spark using Python - Joining Data Sets/7. Solution - Get Flight Count Per US Airport.mp4 27.2 MB
17. Programming Essentials using Python - User Defined Functions/10. Lambda Functions.mp4 27.2 MB
53. Apache Spark using Python - Spark Metastore/10. Creating Temporary Views.mp4 27.1 MB
23. Programming Essentials using Python - Basics of File IO using Python/9. Overview of Delimited Strings.mp4 27.1 MB
49. Apache Spark using Python - Data Processing Overview/3. Understanding airlines data.mp4 27.1 MB
30. Understanding Python Virtual Environments/7. Uninstall Packages using pip.mp4 27.1 MB
30. Understanding Python Virtual Environments/12. Create Virtual Environment for Data Engineering Application.mp4 27.0 MB
46. Data Engineering using Spark SQL - Managing Tables - DML and Partitioning/11. Exercise - Partitioned Tables.mp4 27.0 MB
18. Programming Essentials using Python - Overview of Collections - list and set/8. Adding and Deleting elements - set.mp4 27.0 MB
50. Apache Spark using Python - Processing Column Data/5. Common String Manipulation Functions.mp4 27.0 MB
37. Data Copier - Dockerizing the application/8. Add Data Copier container to custom network.mp4 26.9 MB
52. Apache Spark using Python - Joining Data Sets/10. Solution - Get Origins without master data.mp4 26.9 MB
20. Programming Essentials using Python - Manipulating Collections using loops/2. Reading Files into Collections.mp4 26.8 MB
11. Database Essentials - Predefined Functions/18. Handling NULL Values.mp4 26.7 MB
18. Programming Essentials using Python - Overview of Collections - list and set/13. List of Delimited Strings.mp4 26.7 MB
10. Database Essentials - Partitioning Tables and Indexes/8. Hash Partitioning.mp4 26.6 MB
11. Database Essentials - Predefined Functions/3. Case Conversion and Length.mp4 26.6 MB
36. Data Copier - Modularizing the application/4. Passing Environment Variables using Pycharm.mp4 26.5 MB
45. Data Engineering using Spark SQL - Managing Tables - Basic DDL and DML/11. Drop Tables and Databases.mp4 26.4 MB
20. Programming Essentials using Python - Manipulating Collections using loops/3. Overview of Standard Transformations.mp4 26.4 MB
50. Apache Spark using Python - Processing Column Data/10. Date and Time Manipulation Functions.mp4 26.2 MB
35. Data Copier - Loading Data from files to tables/5. Validate orders table in database.mp4 26.1 MB
29. Programming Essentials using Python - Processing REST Payloads/1. Overview of REST APIs.mp4 26.0 MB
19. Programming Essentials using Python - Overview of Collections - dict and tuple/3. Common Operations - dict and tuple.mp4 25.9 MB
16. Programming Essentials using Python - Predefined Functions/2. Overview of Predefined Functions.mp4 25.8 MB
21. Programming Essentials using Python - Development of Map Reduce APIs/7. Develop myReduceByKey Function.mp4 25.7 MB
34. Data Copier - Database Programming using Pandas/2. Validate Postgres Setup using Docker.mp4 25.6 MB
22. Programming Essentials using Python - Understanding Map Reduce Libraries/13. Get order count by status using itertools groupby.mp4 25.5 MB
25. Programming Essentials using Python - Overview of Pandas Libraries/3. Overview of series.mp4 25.5 MB
19. Programming Essentials using Python - Overview of Collections - dict and tuple/4. Accessing Elements - tuples.mp4 25.5 MB
54. Apache Spark - Development Life Cycle using Python/18. Productionizing the Code.mp4 25.5 MB
46. Data Engineering using Spark SQL - Managing Tables - DML and Partitioning/4. Load vs Insert.mp4 25.5 MB
36. Data Copier - Modularizing the application/2. Overview of Environment Variables.mp4 25.4 MB
31. Overview of Pycharm for Python Application Development/10. Overview of Pycharm Integrated Terminal.mp4 25.4 MB
8. Database Essentials - Writing Basic SQL Queries/3. Define Problem Statement.mp4 25.4 MB
41. Setup Hive and Spark on Single Node Cluster/7. Download and Install Spark 2.mp4 25.4 MB
8. Database Essentials - Writing Basic SQL Queries/2. Overview of Data Model.mp4 25.3 MB
41. Setup Hive and Spark on Single Node Cluster/15. Intergrate Spark 3 with Jupyter Lab.mp4 25.3 MB
32. Data Copier - Getting Started/2. Problem Statement - Data Copier.mp4 25.1 MB
45. Data Engineering using Spark SQL - Managing Tables - Basic DDL and DML/8. Creating External Tables.mp4 25.1 MB
50. Apache Spark using Python - Processing Column Data/13. Date and Time Extract Functions.mp4 25.0 MB
4. Networking Concepts for Beginners - ip addresses and port numbers/11. Disable Access to Web Application using Public ip.mp4 25.0 MB
18. Programming Essentials using Python - Overview of Collections - list and set/4. Accessing elements from list.mp4 24.8 MB
47. Data Engineering using Spark SQL - Overview of Spark SQL Functions/7. Data Type Conversion.mp4 24.6 MB
39. Data Copier - Deploy and Validate Application on Remote Server/5. Setup Data Set for Validation.mp4 24.5 MB
43. Data Engineering using Spark SQL - Getting Started/5. Running OS Commands using Spark SQL.mp4 24.1 MB
8. Database Essentials - Writing Basic SQL Queries/12. Exercises - Writing Basic SQL Queries.mp4 24.0 MB
54. Apache Spark - Development Life Cycle using Python/6. Accessing OS Environment Variables.mp4 23.9 MB
52. Apache Spark using Python - Joining Data Sets/12. Solution - Get Count of Flights per Airport without master data.mp4 23.9 MB
25. Programming Essentials using Python - Overview of Pandas Libraries/4. Creating Data Frames from lists.mp4 23.8 MB
16. Programming Essentials using Python - Predefined Functions/4. Overview of Strings.mp4 23.8 MB
48. Data Engineering using Spark SQL - Windowing Functions/9. Overview of Subqueries.mp4 23.7 MB
3. Setting up Environment - Overview of GCP and Provision Ubuntu VM/1. Signing up for GCP.mp4 23.6 MB
46. Data Engineering using Spark SQL - Managing Tables - DML and Partitioning/1. Introduction - Managing Tables - DML and Partitioning.mp4 23.5 MB
39. Data Copier - Deploy and Validate Application on Remote Server/4. Clone Application on remote machine.mp4 23.5 MB
44. Data Engineering using Spark SQL - Basic Transformations/11. Conclusion - Final Solution.mp4 23.4 MB
52. Apache Spark using Python - Joining Data Sets/13. Solution - Get Daily Revenue.mp4 23.4 MB
52. Apache Spark using Python - Joining Data Sets/9. Solution - Get Dormant US Airports.mp4 23.3 MB
11. Database Essentials - Predefined Functions/17. Data Type Conversion.mp4 23.3 MB
2. Setting up Environment using AWS Cloud9/1. Getting Started with Cloud9.mp4 23.2 MB
46. Data Engineering using Spark SQL - Managing Tables - DML and Partitioning/9. Inserting Data into Partitions.mp4 23.2 MB
2. Setting up Environment using AWS Cloud9/6. Opening ports for Cloud9 Instance.mp4 22.7 MB
37. Data Copier - Dockerizing the application/10. Validate Network Connectivity between Docker Containers.mp4 22.5 MB
37. Data Copier - Dockerizing the application/7. Copy source data files into container.mp4 22.5 MB
11. Database Essentials - Predefined Functions/10. Getting Current Date or Timestamp.mp4 22.4 MB
48. Data Engineering using Spark SQL - Windowing Functions/3. Overview of Windowing Functions.mp4 22.4 MB
41. Setup Hive and Spark on Single Node Cluster/6. Scripts to Manage Single Node Cluster.mp4 22.4 MB
35. Data Copier - Loading Data from files to tables/3. Validate departments table.mp4 22.2 MB
15. Programming Essentials using Python - Basic Programming Constructs/2. Getting Help.mp4 22.0 MB
17. Programming Essentials using Python - User Defined Functions/4. Returning Variables.mp4 21.9 MB
11. Database Essentials - Predefined Functions/14. Extracting Information using extract.mp4 21.8 MB
4. Networking Concepts for Beginners - ip addresses and port numbers/2. Different IP Address Types.mp4 21.7 MB
19. Programming Essentials using Python - Overview of Collections - dict and tuple/12. Sorting dict items.mp4 21.6 MB
48. Data Engineering using Spark SQL - Windowing Functions/2. Prepare HR Database.mp4 21.6 MB
30. Understanding Python Virtual Environments/14. Install Dependencies for Data Engineering Application using Python 3.6.mp4 21.6 MB
31. Overview of Pycharm for Python Application Development/12. Overview of Run Time Arguments for Python Applications.mp4 21.5 MB
1. Introduction about the course/6. Overview of Environments for Hands on Practice (Must Watch).mp4 21.2 MB
4. Networking Concepts for Beginners - ip addresses and port numbers/4. Reverting port for SSH to default port number.mp4 21.2 MB
2. Setting up Environment using AWS Cloud9/8. Increase EBS Volume Size of Cloud9 Instance.mp4 21.2 MB
21. Programming Essentials using Python - Development of Map Reduce APIs/5. Develop myReduce Function.mp4 21.1 MB
46. Data Engineering using Spark SQL - Managing Tables - DML and Partitioning/6. Creating Partitioned Tables.mp4 21.1 MB
53. Apache Spark using Python - Spark Metastore/2. Exploring Spark Catalog.mp4 21.0 MB
2. Setting up Environment using AWS Cloud9/3. Warming up with Cloud9 IDE.mp4 21.0 MB
26. Programming Essentials using Python - Database Programming - CRUD Operations/5. Function Get Database Connection.mp4 21.0 MB
43. Data Engineering using Spark SQL - Getting Started/2. Overview of Spark Documentation.mp4 20.8 MB
31. Overview of Pycharm for Python Application Development/3. Installation of Pycharm on Mac.mp4 20.7 MB
1. Introduction about the course/2. Desired Audience.mp4 20.5 MB
31. Overview of Pycharm for Python Application Development/13. Passing Run Time Arguments using Pycharm.mp4 20.5 MB
17. Programming Essentials using Python - User Defined Functions/2. Defining Functions.mp4 20.3 MB
40. Setup Hadoop on Single Node Cluster/9. Managing Single Node Hadoop.mp4 20.2 MB
45. Data Engineering using Spark SQL - Managing Tables - Basic DDL and DML/1. Introduction.mp4 20.1 MB
26. Programming Essentials using Python - Database Programming - CRUD Operations/8. Updating Existing Table Data.mp4 20.0 MB
19. Programming Essentials using Python - Overview of Collections - dict and tuple/10. Process dict values.mp4 20.0 MB
11. Database Essentials - Predefined Functions/7. Reverse and Concatenate Multiple Strings.mp4 19.9 MB
17. Programming Essentials using Python - User Defined Functions/3. Doc Strings.mp4 19.9 MB
28. Programming Essentials using Python - Processing JSON Data/2. Overview of JSON.mp4 19.8 MB
44. Data Engineering using Spark SQL - Basic Transformations/3. Define Problem Statement.mp4 19.6 MB
39. Data Copier - Deploy and Validate Application on Remote Server/2. Push Application Changes to GitHub Repository.mp4 19.3 MB
7. Database Essentials - Database Operations/6. Deleting Data.mp4 19.2 MB
12. Database Essentials - Writing Advanced SQL Queries/14. Ranking and Filtering - Recap.mp4 19.2 MB
23. Programming Essentials using Python - Basics of File IO using Python/1. Basics of File IO using Python - Introduction.mp4 19.2 MB
20. Programming Essentials using Python - Manipulating Collections using loops/17. Set Comprehensions using Python.mp4 19.0 MB
27. Programming Essentials using Python - Database Programming - Batch Operations/2. Recap of Insert.mp4 18.9 MB
10. Database Essentials - Partitioning Tables and Indexes/5. Range Partitioning.mp4 18.9 MB
54. Apache Spark - Development Life Cycle using Python/7. Getting Started with Spark.mp4 18.7 MB
13. Programming Essentials using Python - Perform Database Operations/11. Exercise - Database Operations.mp4 18.7 MB
47. Data Engineering using Spark SQL - Overview of Spark SQL Functions/2. Overview of Functions.mp4 18.7 MB
30. Understanding Python Virtual Environments/2. Validating Python Versions.mp4 18.7 MB
23. Programming Essentials using Python - Basics of File IO using Python/2. Overview of File IO.mp4 18.7 MB
54. Apache Spark - Development Life Cycle using Python/10. Setup Sample Data.mp4 18.6 MB
31. Overview of Pycharm for Python Application Development/2. Installation of Pycharm on Windows.mp4 18.4 MB
52. Apache Spark using Python - Joining Data Sets/11. Solution - Get Count of Flights without master data.mp4 18.3 MB
22. Programming Essentials using Python - Understanding Map Reduce Libraries/1. Preparing Data Sets.mp4 18.1 MB
45. Data Engineering using Spark SQL - Managing Tables - Basic DDL and DML/7. Loading Data - Append and Overwrite.mp4 18.0 MB
50. Apache Spark using Python - Processing Column Data/3. Categories of Functions.mp4 17.8 MB
45. Data Engineering using Spark SQL - Managing Tables - Basic DDL and DML/4. Adding Comments.mp4 17.7 MB
30. Understanding Python Virtual Environments/16. Conclusion about understanding Python Virtual Environments.mp4 17.6 MB
43. Data Engineering using Spark SQL - Getting Started/8. Managing Spark Metastore Tables.mp4 17.5 MB
11. Database Essentials - Predefined Functions/15. Dealing with Unix Timestamp or epoch.mp4 17.3 MB
17. Programming Essentials using Python - User Defined Functions/7. Keyword Arguments.mp4 17.3 MB
40. Setup Hadoop on Single Node Cluster/3. Setup Password less login.mp4 17.2 MB
51. Apache Spark using Python - Basic Transformations/1. Overview of Basic Transformations.mp4 17.2 MB
30. Understanding Python Virtual Environments/6. Getting Details about installed packages using pip.mp4 17.1 MB
52. Apache Spark using Python - Joining Data Sets/8. Solution - Get Flight Count Per US State.mp4 17.0 MB
18. Programming Essentials using Python - Overview of Collections - list and set/5. Adding elements to list.mp4 16.9 MB
44. Data Engineering using Spark SQL - Basic Transformations/1. Basic Transformations - Introduction.mp4 16.6 MB
45. Data Engineering using Spark SQL - Managing Tables - Basic DDL and DML/12. Truncating Tables.mp4 16.5 MB
40. Setup Hadoop on Single Node Cluster/1. Introduction to Single Node Hadoop Cluster.mp4 16.4 MB
15. Programming Essentials using Python - Basic Programming Constructs/11. Dynamic Arithmetic Operations using eval and exec.mp4 16.4 MB
30. Understanding Python Virtual Environments/4. Reviewing dependencies installed in Virtual Environment.mp4 16.1 MB
34. Data Copier - Database Programming using Pandas/7. Truncate users table.mp4 16.1 MB
4. Networking Concepts for Beginners - ip addresses and port numbers/6. Overview of localhost.mp4 15.9 MB
19. Programming Essentials using Python - Overview of Collections - dict and tuple/13. Exercises - Overview of Collections - dict and set.mp4 15.8 MB
18. Programming Essentials using Python - Overview of Collections - list and set/12. Exercises - Basic Operations on list and.mp4 15.7 MB
34. Data Copier - Database Programming using Pandas/3. Add required dependencies for database programming using pandas.mp4 15.6 MB
31. Overview of Pycharm for Python Application Development/6. Setup de-demo project using Pycharm.mp4 15.4 MB
34. Data Copier - Database Programming using Pandas/5. Populating Sample Data into users table.mp4 15.4 MB
37. Data Copier - Dockerizing the application/9. Installing OS libraries as part of Docker container.mp4 15.3 MB
34. Data Copier - Database Programming using Pandas/10. Drop users table.mp4 15.3 MB
43. Data Engineering using Spark SQL - Getting Started/9. Retrieve Metadata of Tables.mp4 15.3 MB
30. Understanding Python Virtual Environments/10. Define requirements file for Web Application.mp4 15.2 MB
34. Data Copier - Database Programming using Pandas/9. Validating users data.mp4 15.2 MB
18. Programming Essentials using Python - Overview of Collections - list and set/7. Other list operations.mp4 15.2 MB
42. Introduction to Hadoop eco system - Overview of HDFS/10. Getting HDFS Storage Usage.mp4 15.0 MB
37. Data Copier - Dockerizing the application/2. Prepare Database for validation.mp4 15.0 MB
26. Programming Essentials using Python - Database Programming - CRUD Operations/9. Deleting Data From Table.mp4 14.7 MB
28. Programming Essentials using Python - Processing JSON Data/3. JSON Data Types.mp4 14.7 MB
41. Setup Hive and Spark on Single Node Cluster/12. Download and Install Spark 3.mp4 14.6 MB
13. Programming Essentials using Python - Perform Database Operations/2. Overview of SQL.mp4 14.5 MB
30. Understanding Python Virtual Environments/8. Cleanup Python Virtual Environment.mp4 14.5 MB
7. Database Essentials - Database Operations/7. Overview of Transactions.mp4 14.3 MB
20. Programming Essentials using Python - Manipulating Collections using loops/1. Manipulating Collections using loops - Introduction.mp4 14.3 MB
40. Setup Hadoop on Single Node Cluster/8. Start and Validate YARN.mp4 14.3 MB
32. Data Copier - Getting Started/6. Prepare Dataset.mp4 14.3 MB
3. Setting up Environment - Overview of GCP and Provision Ubuntu VM/2. Overview of GCP Web Console.mp4 14.2 MB
4. Networking Concepts for Beginners - ip addresses and port numbers/1. Enable telnet on Windows.mp4 14.0 MB
7. Database Essentials - Database Operations/1. Database Operations - Overview.mp4 14.0 MB
31. Overview of Pycharm for Python Application Development/8. Accessing Setting in Pycharm and Changing Font Size on Mac.mp4 13.9 MB
18. Programming Essentials using Python - Overview of Collections - list and set/6. Updating and Deleting elements -list.mp4 13.9 MB
31. Overview of Pycharm for Python Application Development/9. Install Python Packages using Pycharm.mp4 13.6 MB
13. Programming Essentials using Python - Perform Database Operations/7. CRUD Operations - DML and DQL.mp4 13.6 MB
20. Programming Essentials using Python - Manipulating Collections using loops/10. Overview of Grouped Aggregations.mp4 13.4 MB
18. Programming Essentials using Python - Overview of Collections - list and set/3. Common Operations.mp4 13.4 MB
41. Setup Hive and Spark on Single Node Cluster/2. Download and Install Hive.mp4 13.2 MB
15. Programming Essentials using Python - Basic Programming Constructs/5. Operators in Python.mp4 13.2 MB
18. Programming Essentials using Python - Overview of Collections - list and set/10. Validating sets.mp4 13.1 MB
7. Database Essentials - Database Operations/2. CRUD Operations.mp4 13.0 MB
22. Programming Essentials using Python - Understanding Map Reduce Libraries/15. Limitations of Map Reduce Libraries.mp4 12.9 MB
52. Apache Spark using Python - Joining Data Sets/1.2 flightmonth=200801.zip 12.9 MB
49. Apache Spark using Python - Data Processing Overview/3.1 flightmonth=200801.zip 12.9 MB
31. Overview of Pycharm for Python Application Development/5. Setup Getting Started Project using Pycharm on Mac.mp4 12.8 MB
25. Programming Essentials using Python - Overview of Pandas Libraries/1. Overview of Pandas Libraries.mp4 12.3 MB
31. Overview of Pycharm for Python Application Development/11. Overview of Pycharm Integrated Terminal on Mac.mp4 12.3 MB
17. Programming Essentials using Python - User Defined Functions/12. Exercise - User Defined Functions.mp4 12.2 MB
11. Database Essentials - Predefined Functions/9. Date Manipulation Functions.mp4 12.2 MB
34. Data Copier - Database Programming using Pandas/1. Database Programming using Pandas - Introduction.mp4 11.8 MB
48. Data Engineering using Spark SQL - Windowing Functions/1. Introduction - Windowing Functions.mp4 11.8 MB
32. Data Copier - Getting Started/1. Introduction to Getting Started for Data copier.mp4 11.6 MB
22. Programming Essentials using Python - Understanding Map Reduce Libraries/16. Exercises - Understanding Map Reduce Libraries.mp4 11.6 MB
34. Data Copier - Database Programming using Pandas/4. Create users table in retail_db Database.mp4 11.4 MB
16. Programming Essentials using Python - Predefined Functions/9. Exercises - Predefined Functions in Python.mp4 11.4 MB
18. Programming Essentials using Python - Overview of Collections - list and set/9. Typical set operations.mp4 11.0 MB
42. Introduction to Hadoop eco system - Overview of HDFS/11. USing HDFS Stat Commands.mp4 10.8 MB
4. Networking Concepts for Beginners - ip addresses and port numbers/12. Install sshuttle on Mac using brew.mp4 10.8 MB
47. Data Engineering using Spark SQL - Overview of Spark SQL Functions/1. Introduction - Overview of Spark SQL Functions.mp4 10.5 MB
15. Programming Essentials using Python - Basic Programming Constructs/3. Variables and Objects.mp4 10.4 MB
27. Programming Essentials using Python - Database Programming - Batch Operations/6. Best Practices Batch Loading.mp4 10.4 MB
2. Setting up Environment using AWS Cloud9/5. Overview of EC2 related to Cloud9.mp4 10.4 MB
18. Programming Essentials using Python - Overview of Collections - list and set/1. Overview of Collections - list and set - Introduction.mp4 10.2 MB
26. Programming Essentials using Python - Database Programming - CRUD Operations/1. Database Operations - CRUD Operations - Introduction.mp4 10.1 MB
24. Programming Essentials using Python - Delimited Files and Collections/9. Advantages of using csv module.mp4 10.1 MB
2. Setting up Environment using AWS Cloud9/4. Details about material to setup postgres database using docker.mp4 9.9 MB
33. Data Copier - Reading Data using Pandas/1. Reading Data using Pandas - Introduction.mp4 9.8 MB
10. Database Essentials - Partitioning Tables and Indexes/12. Exercise - Partitioned Tables.mp4 9.8 MB
39. Data Copier - Deploy and Validate Application on Remote Server/1. Deploy and Validate Application on Remote Server - Introduction.mp4 9.8 MB
43. Data Engineering using Spark SQL - Getting Started/1. Getting Started - Overview.mp4 9.8 MB
26. Programming Essentials using Python - Database Programming - CRUD Operations/11. Recap - CRUD Operations.mp4 9.7 MB
28. Programming Essentials using Python - Processing JSON Data/1. Processing JSON Data - Introduction.mp4 9.5 MB
24. Programming Essentials using Python - Delimited Files and Collections/1. Delimited Files and Collections.mp4 9.2 MB
13. Programming Essentials using Python - Perform Database Operations/1. Introduction - Perform Database Operations.mp4 9.2 MB
31. Overview of Pycharm for Python Application Development/7. Accessing Setting in Pycharm and Changing Font Size.mp4 9.0 MB
10. Database Essentials - Partitioning Tables and Indexes/1. Overview of Partitioning.mp4 8.9 MB
19. Programming Essentials using Python - Overview of Collections - dict and tuple/1. Manipulating Collections using loops - Introduction.mp4 8.9 MB
32. Data Copier - Getting Started/3. Create Working Directory for the Project.mp4 8.7 MB
15. Programming Essentials using Python - Basic Programming Constructs/1. Basic Programming Constructs using Python - Introduction.mp4 8.7 MB
13. Programming Essentials using Python - Perform Database Operations/8. TCL - Transaction Control Language.mp4 8.5 MB
15. Programming Essentials using Python - Basic Programming Constructs/4. Data Type - Commonly Used.mp4 8.5 MB
52. Apache Spark using Python - Joining Data Sets/3. Problem Statements for Joins.mp4 8.5 MB
46. Data Engineering using Spark SQL - Managing Tables - DML and Partitioning/2. Introduction to Partitioning.mp4 8.3 MB
27. Programming Essentials using Python - Database Programming - Batch Operations/1. Database Programming - Batch Operations - Introduction.mp4 8.1 MB
12. Database Essentials - Writing Advanced SQL Queries/7. Pivoting Rows into Columns.mp4 8.1 MB
11. Database Essentials - Predefined Functions/2. String Manipulation Functions.mp4 7.8 MB
40. Setup Hadoop on Single Node Cluster/7. Configure Hadoop YARN.mp4 7.7 MB
8. Database Essentials - Writing Basic SQL Queries/1. Standard Transformations.mp4 7.5 MB
17. Programming Essentials using Python - User Defined Functions/1. User Defined Functions - Introduction.mp4 7.3 MB
35. Data Copier - Loading Data from files to tables/1. Loading Data from files to tables - Introduction.mp4 7.3 MB
5. Setting up Environment - Setup Postgres Database on Ubuntu VM/1. Introduction - Setup Postgres Database.mp4 7.3 MB
16. Programming Essentials using Python - Predefined Functions/1. Predefined Functions - Introduction.mp4 6.8 MB
30. Understanding Python Virtual Environments/9. Recreate and Activate Virtual Environment for Web Application.mp4 6.6 MB
52. Apache Spark using Python - Joining Data Sets/4. Overview of Joins.mp4 6.4 MB
20. Programming Essentials using Python - Manipulating Collections using loops/15. Manipulate Collections using Comprehensions.mp4 6.2 MB
1. Introduction about the course/4. [Must Watch] 30 Day Money Back Guarantee - Feedback and Rating.mp4 6.0 MB
1. Introduction about the course/7.1 data-engineering-essentials.zip 5.6 MB
38. Data Copier - Using custom Docker Image/1. Using Custom Docker Image - Introduction.mp4 5.0 MB
37. Data Copier - Dockerizing the application/1. Dockerizing the application - Introduction.mp4 4.9 MB
31. Overview of Pycharm for Python Application Development/1. Introduction to Pycharm for Python Application Development.mp4 4.3 MB
30. Understanding Python Virtual Environments/1. Introduction to Python Virtual Environments.mp4 1.8 MB
25. Programming Essentials using Python - Overview of Pandas Libraries/5. Data Frames - Basic Operations.srt 26.2 KB
15. Programming Essentials using Python - Basic Programming Constructs/8. All about for loops.srt 25.3 KB
29. Programming Essentials using Python - Processing REST Payloads/6. Process REST Payload using Collection Operations.srt 24.8 KB
20. Programming Essentials using Python - Manipulating Collections using loops/12. Get Revenue Details per Order.srt 24.3 KB
23. Programming Essentials using Python - Basics of File IO using Python/12. Managing Files and Folders using Python.srt 23.4 KB
20. Programming Essentials using Python - Manipulating Collections using loops/9. Performing Total Aggregations.srt 23.3 KB
14. Programming Essentials using Python - Getting Started with Python/8. Leveraging Google Colab.srt 23.0 KB
47. Data Engineering using Spark SQL - Overview of Spark SQL Functions/5. Date Manipulation Functions.srt 23.0 KB
14. Programming Essentials using Python - Getting Started with Python/2. Overview of Anaconda.srt 22.3 KB
6. Database Essentials - Getting Started/3. Setup Postgres using Docker.srt 21.5 KB
20. Programming Essentials using Python - Manipulating Collections using loops/4. Row Level Transformations.srt 21.3 KB
28. Programming Essentials using Python - Processing JSON Data/5. Process JSON String.srt 21.1 KB
11. Database Essentials - Predefined Functions/4. Extracting Data - Using substr and split_part.srt 20.6 KB
24. Programming Essentials using Python - Delimited Files and Collections/10. Apply Schema on lists from files.srt 20.4 KB
21. Programming Essentials using Python - Development of Map Reduce APIs/8. Validate myReduceByKey Function.srt 20.1 KB
25. Programming Essentials using Python - Overview of Pandas Libraries/8. Performing Total Aggregations.srt 20.1 KB
32. Data Copier - Getting Started/5. Quick Overview of Docker.srt 19.8 KB
8. Database Essentials - Writing Basic SQL Queries/6. Filtering Data.srt 19.7 KB
12. Database Essentials - Writing Advanced SQL Queries/12. Analytic Functions - Ranking.srt 19.7 KB
9. Database Essentials - Creating Tables and Indexes/8. Overview of Sequences.srt 19.5 KB
23. Programming Essentials using Python - Basics of File IO using Python/3. Folders and Files.srt 19.5 KB
24. Programming Essentials using Python - Delimited Files and Collections/4. Read Delimited files into list of tuples.srt 19.5 KB
20. Programming Essentials using Python - Manipulating Collections using loops/14. Joining Data Sets.srt 19.4 KB
5. Setting up Environment - Setup Postgres Database on Ubuntu VM/3. Docker Cheat Sheet.srt 19.1 KB
15. Programming Essentials using Python - Basic Programming Constructs/7. Conditionals.srt 19.0 KB
8. Database Essentials - Writing Basic SQL Queries/10. Sorting Data.srt 19.0 KB
26. Programming Essentials using Python - Database Programming - CRUD Operations/7. Inserting Data into Table.srt 19.0 KB
51. Apache Spark using Python - Basic Transformations/10. Total Aggregations.srt 18.9 KB
42. Introduction to Hadoop eco system - Overview of HDFS/4. Copying files from local to HDFS.srt 18.7 KB
12. Database Essentials - Writing Advanced SQL Queries/5. Advanced DML Operations.srt 18.6 KB
25. Programming Essentials using Python - Overview of Pandas Libraries/11. Joining Data Frames.srt 18.5 KB
12. Database Essentials - Writing Advanced SQL Queries/11. Analytic Functions - Windowing.srt 18.4 KB
51. Apache Spark using Python - Basic Transformations/14. Overview of Sorting Data Frames.srt 17.9 KB
24. Programming Essentials using Python - Delimited Files and Collections/7. Read Delimited data using CSV.srt 17.8 KB
25. Programming Essentials using Python - Overview of Pandas Libraries/9. Performing Grouped Aggregations.srt 17.7 KB
6. Database Essentials - Getting Started/2. Using psql.srt 17.7 KB
42. Introduction to Hadoop eco system - Overview of HDFS/3. Managing HDFS Directories.srt 17.7 KB
25. Programming Essentials using Python - Overview of Pandas Libraries/10. Writing Data Frames to Files.srt 17.4 KB
20. Programming Essentials using Python - Manipulating Collections using loops/6. Filtering Data.srt 17.1 KB
5. Setting up Environment - Setup Postgres Database on Ubuntu VM/9. Connecting to Postgres using SQL Workbench.srt 17.1 KB
8. Database Essentials - Writing Basic SQL Queries/9. Performing Aggregations.srt 17.0 KB
53. Apache Spark using Python - Spark Metastore/3. Creating Metastore Tables using catalog.srt 17.0 KB
16. Programming Essentials using Python - Predefined Functions/8. Date Manipulation Functions.srt 16.8 KB
20. Programming Essentials using Python - Manipulating Collections using loops/5. Getting Unique Elements.srt 16.7 KB
28. Programming Essentials using Python - Processing JSON Data/6. Single JSON Document in Files.srt 16.6 KB
22. Programming Essentials using Python - Understanding Map Reduce Libraries/4. Row Level Transformations using map.srt 16.6 KB
19. Programming Essentials using Python - Overview of Collections - dict and tuple/8. List of Tuples.srt 16.6 KB
26. Programming Essentials using Python - Database Programming - CRUD Operations/10. Querying Data From Table.srt 16.5 KB
32. Data Copier - Getting Started/7. Create Postgres Container.srt 16.5 KB
47. Data Engineering using Spark SQL - Overview of Spark SQL Functions/4. String Manipulation Functions.srt 16.4 KB
29. Programming Essentials using Python - Processing REST Payloads/7. Process REST Payload using Pandas.srt 16.4 KB
51. Apache Spark using Python - Basic Transformations/5. Boolean Operators.srt 16.4 KB
48. Data Engineering using Spark SQL - Windowing Functions/7. Ranking using Windowing Functions.srt 16.3 KB
14. Programming Essentials using Python - Getting Started with Python/4. Overview of Jupyter Lab.srt 16.3 KB
3. Setting up Environment - Overview of GCP and Provision Ubuntu VM/7. Setup Jupyter Lab.srt 16.1 KB
32. Data Copier - Getting Started/9. Overview of Postgres Database Commands.srt 16.1 KB
12. Database Essentials - Writing Advanced SQL Queries/13. Analytic Functions - Filtering.srt 16.0 KB
52. Apache Spark using Python - Joining Data Sets/6. Left or Right Outer Join.srt 16.0 KB
44. Data Engineering using Spark SQL - Basic Transformations/9. Aggregation Data.srt 16.0 KB
17. Programming Essentials using Python - User Defined Functions/8. Recap of User Defined Functions.srt 16.0 KB
49. Apache Spark using Python - Data Processing Overview/2. Overview of Spark Read APIs.srt 15.9 KB
19. Programming Essentials using Python - Overview of Collections - dict and tuple/6. Manipulating dict.srt 15.9 KB
9. Database Essentials - Creating Tables and Indexes/5. Managing Constraints.srt 15.8 KB
25. Programming Essentials using Python - Overview of Pandas Libraries/7. Projecting and Filtering.srt 15.8 KB
24. Programming Essentials using Python - Delimited Files and Collections/5. Write Delimited Strings into files.srt 15.8 KB
21. Programming Essentials using Python - Development of Map Reduce APIs/4. Validate myMap Function.srt 15.6 KB
20. Programming Essentials using Python - Manipulating Collections using loops/11. Get Order Count by Status.srt 15.5 KB
49. Apache Spark using Python - Data Processing Overview/8. Overview of Spark Write APIs.srt 15.5 KB
48. Data Engineering using Spark SQL - Windowing Functions/4. Aggregations using Windowing Functions.srt 15.5 KB
14. Programming Essentials using Python - Getting Started with Python/1. Installing Python on Windows.srt 15.4 KB
22. Programming Essentials using Python - Understanding Map Reduce Libraries/14. Get revenue per order using itertools groupby.srt 15.4 KB
22. Programming Essentials using Python - Understanding Map Reduce Libraries/10. Cumulative Operations using itertools.srt 15.4 KB
44. Data Engineering using Spark SQL - Basic Transformations/6. Filtering Data.srt 15.4 KB
15. Programming Essentials using Python - Basic Programming Constructs/9. Running os commands.srt 15.2 KB
41. Setup Hive and Spark on Single Node Cluster/10. Validate Jupyter Lab Setup.srt 15.1 KB
27. Programming Essentials using Python - Database Programming - Batch Operations/5. Batch Loading of Data.srt 15.1 KB
11. Database Essentials - Predefined Functions/13. Using to_char and to_date.srt 15.0 KB
35. Data Copier - Loading Data from files to tables/2. Populating Departments data into table.srt 14.9 KB
45. Data Engineering using Spark SQL - Managing Tables - Basic DDL and DML/2. Create Spark Metastore Tables.srt 14.9 KB
48. Data Engineering using Spark SQL - Windowing Functions/5. Using LEAD or LAG.srt 14.8 KB
14. Programming Essentials using Python - Getting Started with Python/5. Using IDEs - Pycharm.srt 14.8 KB
5. Setting up Environment - Setup Postgres Database on Ubuntu VM/11. Jupyter Lab and Postgresql using Ubuntu VM.srt 14.8 KB
24. Programming Essentials using Python - Delimited Files and Collections/3. Recap of basic file IO.srt 14.7 KB
33. Data Copier - Reading Data using Pandas/5. Previewing Data using Pandas.srt 14.5 KB
24. Programming Essentials using Python - Delimited Files and Collections/2. Overview of Delimited Text Files.srt 14.4 KB
26. Programming Essentials using Python - Database Programming - CRUD Operations/4. Setup Database Client Libraries.srt 14.3 KB
21. Programming Essentials using Python - Development of Map Reduce APIs/10. Validate myJoin Function.srt 14.3 KB
53. Apache Spark using Python - Spark Metastore/8. Create Partitioned Tables.srt 14.2 KB
18. Programming Essentials using Python - Overview of Collections - list and set/15. Sorting list of Delimited Strings.srt 14.2 KB
53. Apache Spark using Python - Spark Metastore/11. Using Spark SQL.srt 14.1 KB
24. Programming Essentials using Python - Delimited Files and Collections/8. Writing iterables to files using csv.srt 14.1 KB
22. Programming Essentials using Python - Understanding Map Reduce Libraries/6. Get Revenue for a given product id.srt 14.0 KB
43. Data Engineering using Spark SQL - Getting Started/7. Managing Spark Metastore Databases.srt 14.0 KB
38. Data Copier - Using custom Docker Image/4. Copying Source Code to Docker Custom Image.srt 14.0 KB
51. Apache Spark using Python - Basic Transformations/11. Aggregate data using groupBy.srt 14.0 KB
35. Data Copier - Loading Data from files to tables/4. Populating orders table in chunks.srt 13.9 KB
9. Database Essentials - Creating Tables and Indexes/6. Indexes on Tables.srt 13.7 KB
51. Apache Spark using Python - Basic Transformations/4. Filtering Example using dates.srt 13.6 KB
28. Programming Essentials using Python - Processing JSON Data/10. Common Use Cases for JSON.srt 13.6 KB
42. Introduction to Hadoop eco system - Overview of HDFS/12. HDFS File Permissions.srt 13.5 KB
41. Setup Hive and Spark on Single Node Cluster/8. Configure Spark 2.srt 13.4 KB
50. Apache Spark using Python - Processing Column Data/6. Extracting Strings using substring.srt 13.3 KB
50. Apache Spark using Python - Processing Column Data/14. Using to_date and to_timestamp.srt 13.3 KB
45. Data Engineering using Spark SQL - Managing Tables - Basic DDL and DML/3. Overview of Data Types.srt 13.3 KB
12. Database Essentials - Writing Advanced SQL Queries/9. Analytic Functions - Aggregations.srt 13.3 KB
54. Apache Spark - Development Life Cycle using Python/22. Detailed Validation of the Application.srt 13.2 KB
23. Programming Essentials using Python - Basics of File IO using Python/8. Overview of modes to write into files.srt 13.1 KB
54. Apache Spark - Development Life Cycle using Python/21. Running Application using YARN.srt 13.1 KB
24. Programming Essentials using Python - Delimited Files and Collections/6. Overview of CSV Module.srt 13.1 KB
52. Apache Spark using Python - Joining Data Sets/2. Analyze Datasets for Joins.srt 12.9 KB
43. Data Engineering using Spark SQL - Getting Started/4. Overview of Spark SQL Properties.srt 12.9 KB
34. Data Copier - Database Programming using Pandas/8. Writing Pandas Dataframe to table.srt 12.8 KB
47. Data Engineering using Spark SQL - Overview of Spark SQL Functions/6. Overview of Numeric Functions.srt 12.8 KB
10. Database Essentials - Partitioning Tables and Indexes/7. Repartitioning - Range.srt 12.7 KB
39. Data Copier - Deploy and Validate Application on Remote Server/10. Run and Validate Dockerized Application.srt 12.6 KB
29. Programming Essentials using Python - Processing REST Payloads/4. Getting Started with requests.srt 12.6 KB
3. Setting up Environment - Overview of GCP and Provision Ubuntu VM/4. Provision Ubuntu VM from GCP.srt 12.6 KB
20. Programming Essentials using Python - Manipulating Collections using loops/20. Exercises - Manipulating Collections using loops.srt 12.6 KB
43. Data Engineering using Spark SQL - Getting Started/11. Exercise - Getting Started with Spark SQL.srt 12.6 KB
41. Setup Hive and Spark on Single Node Cluster/9. Validate Spark 2 using CLIs.srt 12.5 KB
9. Database Essentials - Creating Tables and Indexes/3. Adding or Modifying Columns.srt 12.5 KB
6. Database Essentials - Getting Started/8. Loading Data - Docker.srt 12.5 KB
52. Apache Spark using Python - Joining Data Sets/5. Using Inner Joins.srt 12.4 KB
6. Database Essentials - Getting Started/6. SQL Workbench Features.srt 12.3 KB
54. Apache Spark - Development Life Cycle using Python/11. Read Data from Files.srt 12.3 KB
12. Database Essentials - Writing Advanced SQL Queries/6. Merging or Upserting Data.srt 12.2 KB
41. Setup Hive and Spark on Single Node Cluster/14. Validate Spark 3 using CLIs.srt 12.2 KB
51. Apache Spark using Python - Basic Transformations/3. Basic Filtering of Data.srt 12.2 KB
3. Setting up Environment - Overview of GCP and Provision Ubuntu VM/5. Setup Docker.srt 12.2 KB
15. Programming Essentials using Python - Basic Programming Constructs/10. Exercises - Basic Programming Constructs.srt 12.2 KB
4. Networking Concepts for Beginners - ip addresses and port numbers/3. Port Numbers associated with Applications or Services.srt 12.1 KB
36. Data Copier - Modularizing the application/5. Read logic using Pandas.srt 12.0 KB
14. Programming Essentials using Python - Getting Started with Python/7. Using ITVersity Labs.srt 12.0 KB
1. Introduction about the course/8. [Must Watch] Setting up Course Material.srt 12.0 KB
18. Programming Essentials using Python - Overview of Collections - list and set/14. Sorting data in lists and tuples.srt 11.8 KB
32. Data Copier - Getting Started/12. Create GitHub Project.srt 11.8 KB
29. Programming Essentials using Python - Processing REST Payloads/3. Overview of Postman.srt 11.8 KB
42. Introduction to Hadoop eco system - Overview of HDFS/6. Getting Files Metadata.srt 11.8 KB
16. Programming Essentials using Python - Predefined Functions/5. String Manipulation Functions.srt 11.7 KB
36. Data Copier - Modularizing the application/12. Validate logic for table list as run time argument.srt 11.7 KB
9. Database Essentials - Creating Tables and Indexes/4. Different Type of Constraints.srt 11.7 KB
51. Apache Spark using Python - Basic Transformations/12. Aggregate data using rollup.srt 11.7 KB
12. Database Essentials - Writing Advanced SQL Queries/4. CTAS - Create Table As Select.srt 11.6 KB
19. Programming Essentials using Python - Overview of Collections - dict and tuple/9. List of dicts.srt 11.6 KB
33. Data Copier - Reading Data using Pandas/6. Reading Data in Chunks using Pandas.srt 11.6 KB
28. Programming Essentials using Python - Processing JSON Data/9. Different JSON Formats supported by Pandas.srt 11.5 KB
50. Apache Spark using Python - Processing Column Data/7. Extracting Strings using split.srt 11.5 KB
51. Apache Spark using Python - Basic Transformations/15. Solution - Problem 1 - Get Total Aggregations.srt 11.5 KB
47. Data Engineering using Spark SQL - Overview of Spark SQL Functions/8. Dealing with Nulls.srt 11.5 KB
36. Data Copier - Modularizing the application/8. Validate write logic.srt 11.5 KB
17. Programming Essentials using Python - User Defined Functions/11. Usage of Lambda Functions.srt 11.5 KB
22. Programming Essentials using Python - Understanding Map Reduce Libraries/8. Get total commission amount.srt 11.4 KB
50. Apache Spark using Python - Processing Column Data/1. Overview of Predefined Functions in Spark.srt 11.4 KB
42. Introduction to Hadoop eco system - Overview of HDFS/9. HDFS Replication Factor.srt 11.4 KB
41. Setup Hive and Spark on Single Node Cluster/4. Configure and Setup Hive Metastore.srt 11.4 KB
20. Programming Essentials using Python - Manipulating Collections using loops/16. List Comprehensions using Python.srt 11.4 KB
18. Programming Essentials using Python - Overview of Collections - list and set/11. list and set - Usage.srt 11.3 KB
6. Database Essentials - Getting Started/7. Data Loading Utilities.srt 11.3 KB
13. Programming Essentials using Python - Perform Database Operations/3. Create Database and Users Table.srt 11.3 KB
23. Programming Essentials using Python - Basics of File IO using Python/10. Read csv into list of strings.srt 11.2 KB
41. Setup Hive and Spark on Single Node Cluster/3. Setup Database for Hive Metastore.srt 11.2 KB
50. Apache Spark using Python - Processing Column Data/18. Using CASE and WHEN.srt 11.1 KB
52. Apache Spark using Python - Joining Data Sets/1.1 airport-codes-na.txt 11.1 KB
2. Setting up Environment using AWS Cloud9/9. Setup Jupyter Lab on Cloud9.srt 11.1 KB
44. Data Engineering using Spark SQL - Basic Transformations/8. Joining Tables - Outer.srt 11.0 KB
49. Apache Spark using Python - Data Processing Overview/1. Starting Spark Context - pyspark.srt 11.0 KB
14. Programming Essentials using Python - Getting Started with Python/3. Python CLI and Jupyter Notebook.srt 10.9 KB
44. Data Engineering using Spark SQL - Basic Transformations/7. Joining Tables - Inner.srt 10.9 KB
53. Apache Spark using Python - Spark Metastore/4. Inferring Schema for Tables.srt 10.9 KB
28. Programming Essentials using Python - Processing JSON Data/11. Write to JSON files using json module.srt 10.9 KB
9. Database Essentials - Creating Tables and Indexes/2. Overview of Data Types.srt 10.8 KB
12. Database Essentials - Writing Advanced SQL Queries/10. Cumulative or Moving Aggregations.srt 10.8 KB
40. Setup Hadoop on Single Node Cluster/5. Configure Hadoop HDFS.srt 10.8 KB
54. Apache Spark - Development Life Cycle using Python/15. Write Data to Files.srt 10.8 KB
8. Database Essentials - Writing Basic SQL Queries/8. Joining Tables - Outer.srt 10.8 KB
26. Programming Essentials using Python - Database Programming - CRUD Operations/6. Create Database Table.srt 10.8 KB
45. Data Engineering using Spark SQL - Managing Tables - Basic DDL and DML/10. Overview of File Formats.srt 10.8 KB
32. Data Copier - Getting Started/4. Setup Docker on Windows 10 Pro.srt 10.8 KB
28. Programming Essentials using Python - Processing JSON Data/7. Multiple JSON Documents in files.srt 10.7 KB
19. Programming Essentials using Python - Overview of Collections - dict and tuple/11. Processing dict items.srt 10.7 KB
15. Programming Essentials using Python - Basic Programming Constructs/6. Tasks - Data Types and Operators.srt 10.7 KB
51. Apache Spark using Python - Basic Transformations/13. Aggregate data using cube.cmproj.srt 10.7 KB
5. Setting up Environment - Setup Postgres Database on Ubuntu VM/2. Setup Postgres using Docker.srt 10.7 KB
22. Programming Essentials using Python - Understanding Map Reduce Libraries/2. Filtering Data using filter.srt 10.6 KB
49. Apache Spark using Python - Data Processing Overview/6. Overview of Data Frame APIs.srt 10.6 KB
46. Data Engineering using Spark SQL - Managing Tables - DML and Partitioning/8. Loading Data into Partitioned Tables.srt 10.6 KB
21. Programming Essentials using Python - Development of Map Reduce APIs/9. Develop myJoin Function.srt 10.5 KB
53. Apache Spark using Python - Spark Metastore/5. Define Schema for Tables using StructType.srt 10.4 KB
8. Database Essentials - Writing Basic SQL Queries/7. Joining Tables - Inner.srt 10.4 KB
12. Database Essentials - Writing Advanced SQL Queries/3. Overview of Sub Queries.srt 10.4 KB
21. Programming Essentials using Python - Development of Map Reduce APIs/11. Exercises - Development of Map Reduce APIs.srt 10.4 KB
48. Data Engineering using Spark SQL - Windowing Functions/6. Getting first and last values.srt 10.4 KB
47. Data Engineering using Spark SQL - Overview of Spark SQL Functions/9. Using CASE and WHEN.srt 10.4 KB
36. Data Copier - Modularizing the application/7. Write logic using Pandas.srt 10.4 KB
54. Apache Spark - Development Life Cycle using Python/17. Validating Writing Data to Files.srt 10.3 KB
22. Programming Essentials using Python - Understanding Map Reduce Libraries/12. Overview of itertools groupby.srt 10.3 KB
53. Apache Spark using Python - Spark Metastore/1. Overview of Spark Metastore.srt 10.3 KB
11. Database Essentials - Predefined Functions/16. Overview of Numeric Functions.srt 10.2 KB
22. Programming Essentials using Python - Understanding Map Reduce Libraries/7. Get total items sold and revenue for a product.srt 10.2 KB
21. Programming Essentials using Python - Development of Map Reduce APIs/2. Validate myFilter.srt 10.2 KB
25. Programming Essentials using Python - Overview of Pandas Libraries/2. Pandas Data Structures.srt 10.2 KB
41. Setup Hive and Spark on Single Node Cluster/13. Configure Spark 3.srt 10.2 KB
13. Programming Essentials using Python - Perform Database Operations/10. Example - Web Application.srt 10.2 KB
30. Understanding Python Virtual Environments/3. Create Virtual Environment for Web Application.srt 10.1 KB
12. Database Essentials - Writing Advanced SQL Queries/1. Overview of Views.srt 10.1 KB
30. Understanding Python Virtual Environments/5. Installing Dependencies for Web Application using pip.srt 10.1 KB
45. Data Engineering using Spark SQL - Managing Tables - Basic DDL and DML/13. Exercise - Managed Tables.srt 10.1 KB
37. Data Copier - Dockerizing the application/4. Create and attach network to database container.srt 10.1 KB
4. Networking Concepts for Beginners - ip addresses and port numbers/5. Setup Apache2 on Ubuntu.srt 10.1 KB
11. Database Essentials - Predefined Functions/8. String Replacement.srt 10.0 KB
14. Programming Essentials using Python - Getting Started with Python/6. Using Visual Studio Code.srt 10.0 KB
47. Data Engineering using Spark SQL - Overview of Spark SQL Functions/10. Query Example - Word Count.srt 10.0 KB
25. Programming Essentials using Python - Overview of Pandas Libraries/6. CSV to Pandas Data Frames.srt 10.0 KB
38. Data Copier - Using custom Docker Image/8. Passing Environment Variables to Docker Container.srt 9.9 KB
53. Apache Spark using Python - Spark Metastore/6. Inserting into Existing Tables.srt 9.9 KB
44. Data Engineering using Spark SQL - Basic Transformations/2. Spark SQL - Overview.srt 9.9 KB
39. Data Copier - Deploy and Validate Application on Remote Server/7. Setup Docker Container for the Database.srt 9.9 KB
40. Setup Hadoop on Single Node Cluster/6. Start and Validate HDFS.srt 9.8 KB
22. Programming Essentials using Python - Understanding Map Reduce Libraries/5. Aggregations using reduce.srt 9.8 KB
49. Apache Spark using Python - Data Processing Overview/5. Previewing Airlines Data.srt 9.8 KB
9. Database Essentials - Creating Tables and Indexes/9. Truncating Tables.srt 9.7 KB
50. Apache Spark using Python - Processing Column Data/4. Special Functions - col and lit.srt 9.7 KB
21. Programming Essentials using Python - Development of Map Reduce APIs/1. Develop myFilter.srt 9.7 KB
33. Data Copier - Reading Data using Pandas/4. Reading JSON Data using Pandas.srt 9.6 KB
49. Apache Spark using Python - Data Processing Overview/4. Inferring Schema.srt 9.6 KB
37. Data Copier - Dockerizing the application/11. Running Application from the Docker Container.srt 9.6 KB
21. Programming Essentials using Python - Development of Map Reduce APIs/7. Develop myReduceByKey Function.srt 9.6 KB
10. Database Essentials - Partitioning Tables and Indexes/3. Managing Partitions - List.srt 9.6 KB
50. Apache Spark using Python - Processing Column Data/16. Dealing with Unix Timestamp.srt 9.5 KB
50. Apache Spark using Python - Processing Column Data/17. Dealing with Nulls.srt 9.5 KB
41. Setup Hive and Spark on Single Node Cluster/11. Intergrate Spark 2 with Jupyter Lab.srt 9.5 KB
42. Introduction to Hadoop eco system - Overview of HDFS/7. Previewing Data in HDFS Files.srt 9.5 KB
21. Programming Essentials using Python - Development of Map Reduce APIs/3. Develop myMap Function.srt 9.5 KB
48. Data Engineering using Spark SQL - Windowing Functions/8. Order of execution of SQL.cmproj.srt 9.5 KB
23. Programming Essentials using Python - Basics of File IO using Python/11. Writing Strings to file in Append Mode.srt 9.5 KB
5. Setting up Environment - Setup Postgres Database on Ubuntu VM/10. Jupyter Lab and Postgresql on local systems such as Mac.srt 9.4 KB
32. Data Copier - Getting Started/8. Setup Postgres Database for development.srt 9.4 KB
22. Programming Essentials using Python - Understanding Map Reduce Libraries/3. Projecting data using map.srt 9.4 KB
17. Programming Essentials using Python - User Defined Functions/9. Passing Functions as Arguments.srt 9.3 KB
16. Programming Essentials using Python - Predefined Functions/3. Numeric Functions.srt 9.3 KB
42. Introduction to Hadoop eco system - Overview of HDFS/13. Overriding Properties.srt 9.3 KB
10. Database Essentials - Partitioning Tables and Indexes/9. Managing Partitions - Hash.srt 9.3 KB
38. Data Copier - Using custom Docker Image/10. Run application using Docker.srt 9.3 KB
37. Data Copier - Dockerizing the application/6. Deploying application and installing dependencies in the docker container.srt 9.3 KB
52. Apache Spark using Python - Joining Data Sets/1. Prepare Datasets for Joins.srt 9.3 KB
50. Apache Spark using Python - Processing Column Data/15. Using date_format Function.srt 9.3 KB
17. Programming Essentials using Python - User Defined Functions/5. Function Parameters and Arguments.srt 9.3 KB
3. Setting up Environment - Overview of GCP and Provision Ubuntu VM/3. Overview of GCP Pricing.srt 9.2 KB
54. Apache Spark - Development Life Cycle using Python/13. Process Data using Spark APIs.srt 9.2 KB
36. Data Copier - Modularizing the application/6. Validate read logic.srt 9.2 KB
4. Networking Concepts for Beginners - ip addresses and port numbers/13. Access Web Application using Private IP using SSH as proxy.srt 9.1 KB
28. Programming Essentials using Python - Processing JSON Data/8. Process JSON using Pandas.srt 9.1 KB
51. Apache Spark using Python - Basic Transformations/6. Using IN Operator or isin Function.srt 9.1 KB
11. Database Essentials - Predefined Functions/19. Using CASE and WHEN.srt 9.1 KB
31. Overview of Pycharm for Python Application Development/4. Setup Getting Started Project using Pycharm.srt 9.1 KB
5. Setting up Environment - Setup Postgres Database on Ubuntu VM/6. Execute SQL Scripts.srt 9.1 KB
28. Programming Essentials using Python - Processing JSON Data/4. Create JSON String.srt 9.0 KB
53. Apache Spark using Python - Spark Metastore/7. Read and Process data from Metastore Tables.srt 9.0 KB
10. Database Essentials - Partitioning Tables and Indexes/11. Sub Partitioning.srt 9.0 KB
33. Data Copier - Reading Data using Pandas/7. Dynamically read files using os.srt 8.9 KB
13. Programming Essentials using Python - Perform Database Operations/9. Example - Data Engineering.srt 8.9 KB
50. Apache Spark using Python - Processing Column Data/12. Using Date and Time Trunc Functions.srt 8.8 KB
22. Programming Essentials using Python - Understanding Map Reduce Libraries/11. Using itertools starmap.srt 8.8 KB
30. Understanding Python Virtual Environments/15. Validate Python and Package Compatibility and Install Python 3.6.srt 8.8 KB
20. Programming Essentials using Python - Manipulating Collections using loops/18. Dict Comprehensions in Python.srt 8.7 KB
5. Setting up Environment - Setup Postgres Database on Ubuntu VM/8. Download Postgres Driver.srt 8.7 KB
6. Database Essentials - Getting Started/5. Connecting to Postgres using SQL Workbench.srt 8.7 KB
51. Apache Spark using Python - Basic Transformations/9. Dealing with Nulls while Filtering.srt 8.6 KB
26. Programming Essentials using Python - Database Programming - CRUD Operations/3. Recap of RDBMS Concepts.srt 8.6 KB
42. Introduction to Hadoop eco system - Overview of HDFS/5. Copying files from HDFS to local.srt 8.6 KB
36. Data Copier - Modularizing the application/10. Validate Integration logic.srt 8.5 KB
54. Apache Spark - Development Life Cycle using Python/5. Passing Run Time Arguments.srt 8.5 KB
51. Apache Spark using Python - Basic Transformations/8. Using BETWEEN Operator.srt 8.5 KB
51. Apache Spark using Python - Basic Transformations/7. Using LIKE Operator or like Function.srt 8.4 KB
7. Database Essentials - Database Operations/4. Inserting Data.srt 8.4 KB
21. Programming Essentials using Python - Development of Map Reduce APIs/6. Validate myReduce Function.srt 8.4 KB
50. Apache Spark using Python - Processing Column Data/8. Padding Characters around Strings.srt 8.4 KB
37. Data Copier - Dockerizing the application/3. Pull and validate appropriate python image.srt 8.4 KB
45. Data Engineering using Spark SQL - Managing Tables - Basic DDL and DML/6. Loading Data Into Tables - HDFS.srt 8.3 KB
28. Programming Essentials using Python - Processing JSON Data/12. Write to JSON files using pandas.srt 8.3 KB
9. Database Essentials - Creating Tables and Indexes/7. Indexes for Constraints.srt 8.3 KB
20. Programming Essentials using Python - Manipulating Collections using loops/13. Get Order Count by Month.srt 8.3 KB
27. Programming Essentials using Python - Database Programming - Batch Operations/4. Reading Data From File.srt 8.3 KB
34. Data Copier - Database Programming using Pandas/6. Reading data from table using Pandas.srt 8.2 KB
31. Overview of Pycharm for Python Application Development/10. Overview of Pycharm Integrated Terminal.srt 8.2 KB
40. Setup Hadoop on Single Node Cluster/2. Setup Prerequisties.srt 8.2 KB
9. Database Essentials - Creating Tables and Indexes/1. DDL - Data Definition Language.srt 8.1 KB
23. Programming Essentials using Python - Basics of File IO using Python/5. Overview of Retail Data.srt 8.1 KB
20. Programming Essentials using Python - Manipulating Collections using loops/8. Quick recap of dict operations.srt 8.1 KB
10. Database Essentials - Partitioning Tables and Indexes/6. Managing Partitions - Range.srt 8.1 KB
19. Programming Essentials using Python - Overview of Collections - dict and tuple/5. Accessing Elements - dict.srt 8.1 KB
50. Apache Spark using Python - Processing Column Data/11. Date and Time Arithmetic.srt 8.1 KB
50. Apache Spark using Python - Processing Column Data/2. Create Dummy Data Frame.srt 8.0 KB
50. Apache Spark using Python - Processing Column Data/9. Trimming Characters from Strings.srt 8.0 KB
5. Setting up Environment - Setup Postgres Database on Ubuntu VM/5. Create Database and User.srt 8.0 KB
38. Data Copier - Using custom Docker Image/2. Getting started with docker custom image.srt 8.0 KB
48. Data Engineering using Spark SQL - Windowing Functions/10. Filtering Windowing Function Results.srt 8.0 KB
7. Database Essentials - Database Operations/3. Creating Table.srt 8.0 KB
29. Programming Essentials using Python - Processing REST Payloads/5. Convert REST Payload to Python Objects.srt 8.0 KB
23. Programming Essentials using Python - Basics of File IO using Python/7. Write string to text file.srt 8.0 KB
54. Apache Spark - Development Life Cycle using Python/8. Create Function for Spark Session.srt 7.9 KB
8. Database Essentials - Writing Basic SQL Queries/4. Preparing Tables.srt 7.9 KB
53. Apache Spark using Python - Spark Metastore/9. Saving as Partitioned Table.srt 7.9 KB
35. Data Copier - Loading Data from files to tables/6. Validate orders table using pandas.srt 7.9 KB
11. Database Essentials - Predefined Functions/11. Date Arithmetic.srt 7.9 KB
7. Database Essentials - Database Operations/5. Updating Data.srt 7.8 KB
41. Setup Hive and Spark on Single Node Cluster/5. Launch and Validate Hive.srt 7.8 KB
25. Programming Essentials using Python - Overview of Pandas Libraries/4. Creating Data Frames from lists.srt 7.8 KB
1. Introduction about the course/1. Introduction about course.srt 7.8 KB
18. Programming Essentials using Python - Overview of Collections - list and set/13. List of Delimited Strings.srt 7.8 KB
20. Programming Essentials using Python - Manipulating Collections using loops/19. Limitations of using loops.srt 7.8 KB
37. Data Copier - Dockerizing the application/12. Delete Docker Container.srt 7.7 KB
29. Programming Essentials using Python - Processing REST Payloads/2. Using curl command.srt 7.7 KB
19. Programming Essentials using Python - Overview of Collections - dict and tuple/2. Overview of dict and tuple.srt 7.7 KB
1. Introduction about the course/5. Training Approach.srt 7.7 KB
22. Programming Essentials using Python - Understanding Map Reduce Libraries/9. Overview of itertools.srt 7.7 KB
2. Setting up Environment using AWS Cloud9/2. Creating Cloud9 Environment.srt 7.7 KB
11. Database Essentials - Predefined Functions/1. Overview of Functions.srt 7.7 KB
4. Networking Concepts for Beginners - ip addresses and port numbers/9. Setup Web Application and access using local ip.srt 7.6 KB
11. Database Essentials - Predefined Functions/6. Trimming and Padding Functions.srt 7.6 KB
36. Data Copier - Modularizing the application/3. Using os module for Environment Variables.srt 7.6 KB
41. Setup Hive and Spark on Single Node Cluster/6. Scripts to Manage Single Node Cluster.srt 7.6 KB
32. Data Copier - Getting Started/10. Setup Project using Pycharm.srt 7.6 KB
19. Programming Essentials using Python - Overview of Collections - dict and tuple/3. Common Operations - dict and tuple.srt 7.5 KB
54. Apache Spark - Development Life Cycle using Python/3. Getting Started with Pycharm.srt 7.5 KB
18. Programming Essentials using Python - Overview of Collections - list and set/16. Exercises - Sorting lists and sets.srt 7.5 KB
38. Data Copier - Using custom Docker Image/3. Install OS Modules in custom docker image.srt 7.5 KB
42. Introduction to Hadoop eco system - Overview of HDFS/8. HDFS Block Size.srt 7.5 KB
44. Data Engineering using Spark SQL - Basic Transformations/4. Prepare Tables.srt 7.4 KB
4. Networking Concepts for Beginners - ip addresses and port numbers/8. Overview of Public IP Address associated with a server.srt 7.4 KB
49. Apache Spark using Python - Data Processing Overview/7. Overview of Functions.srt 7.4 KB
54. Apache Spark - Development Life Cycle using Python/1. Setup Virtual Environment and Install Pyspark.srt 7.4 KB
20. Programming Essentials using Python - Manipulating Collections using loops/7. Preparing Data Sets.srt 7.4 KB
37. Data Copier - Dockerizing the application/5. Quick recap about Docker containers.srt 7.4 KB
13. Programming Essentials using Python - Perform Database Operations/4. DDL - Data Definition Language.srt 7.4 KB
13. Programming Essentials using Python - Perform Database Operations/5. DML - Data Manipulation Language.srt 7.3 KB
23. Programming Essentials using Python - Basics of File IO using Python/6. Read text file into string.srt 7.3 KB
12. Database Essentials - Writing Advanced SQL Queries/8. Overview of Analytic Functions.srt 7.3 KB
16. Programming Essentials using Python - Predefined Functions/7. Print and Input Functions.srt 7.3 KB
52. Apache Spark using Python - Joining Data Sets/14. Solution - Get Daily Revenue rolled up till Yearly.srt 7.3 KB
5. Setting up Environment - Setup Postgres Database on Ubuntu VM/4. Accessing Postgres using Docker CLI.srt 7.2 KB
16. Programming Essentials using Python - Predefined Functions/4. Overview of Strings.srt 7.2 KB
36. Data Copier - Modularizing the application/1. Overview of main function.srt 7.2 KB
53. Apache Spark using Python - Spark Metastore/10. Creating Temporary Views.srt 7.1 KB
44. Data Engineering using Spark SQL - Basic Transformations/10. Sorting Data.srt 7.1 KB
27. Programming Essentials using Python - Database Programming - Batch Operations/3. Preparing Database.srt 7.1 KB
54. Apache Spark - Development Life Cycle using Python/18. Productionizing the Code.srt 7.1 KB
33. Data Copier - Reading Data using Pandas/3. Adding Pandas to the project.srt 7.1 KB
52. Apache Spark using Python - Joining Data Sets/10. Solution - Get Origins without master data.srt 7.1 KB
41. Setup Hive and Spark on Single Node Cluster/1. Setup Data Sets for Practice.srt 7.1 KB
43. Data Engineering using Spark SQL - Getting Started/10. Role of Spark Metastore or Hive Metastore.srt 7.1 KB
25. Programming Essentials using Python - Overview of Pandas Libraries/3. Overview of series.srt 7.1 KB
40. Setup Hadoop on Single Node Cluster/4. Download and Install Hadoop.srt 7.0 KB
7. Database Essentials - Database Operations/8. Exercise - Database Operations.srt 7.0 KB
21. Programming Essentials using Python - Development of Map Reduce APIs/5. Develop myReduce Function.srt 6.9 KB
23. Programming Essentials using Python - Basics of File IO using Python/9. Overview of Delimited Strings.srt 6.9 KB
30. Understanding Python Virtual Environments/13. Install Dependencies for Data Engineering Application.srt 6.9 KB
52. Apache Spark using Python - Joining Data Sets/7. Solution - Get Flight Count Per US Airport.srt 6.8 KB
22. Programming Essentials using Python - Understanding Map Reduce Libraries/13. Get order count by status using itertools groupby.srt 6.8 KB
19. Programming Essentials using Python - Overview of Collections - dict and tuple/10. Process dict values.srt 6.8 KB
50. Apache Spark using Python - Processing Column Data/13. Date and Time Extract Functions.srt 6.8 KB
16. Programming Essentials using Python - Predefined Functions/6. Formatting Strings.srt 6.8 KB
20. Programming Essentials using Python - Manipulating Collections using loops/2. Reading Files into Collections.srt 6.8 KB
11. Database Essentials - Predefined Functions/5. Using position or strpos.srt 6.7 KB
47. Data Engineering using Spark SQL - Overview of Spark SQL Functions/3. Validating Functions.srt 6.7 KB
17. Programming Essentials using Python - User Defined Functions/10. Lambda Functions.srt 6.7 KB
40. Setup Hadoop on Single Node Cluster/9. Managing Single Node Hadoop.srt 6.7 KB
46. Data Engineering using Spark SQL - Managing Tables - DML and Partitioning/10. Using Dynamic Partition Mode.srt 6.7 KB
38. Data Copier - Using custom Docker Image/7. Mounting Data Folders on to Docker Container.srt 6.6 KB
50. Apache Spark using Python - Processing Column Data/10. Date and Time Manipulation Functions.srt 6.6 KB
31. Overview of Pycharm for Python Application Development/12. Overview of Run Time Arguments for Python Applications.srt 6.6 KB
45. Data Engineering using Spark SQL - Managing Tables - Basic DDL and DML/5. Loading Data Into Tables - Local.srt 6.6 KB
2. Setting up Environment using AWS Cloud9/7. Associating Elastic IPs to Cloud9 Instance.srt 6.6 KB
1. Introduction about the course/3. Pre-requisites.srt 6.6 KB
51. Apache Spark using Python - Basic Transformations/2. Data Frames for basic transformations.srt 6.6 KB
6. Database Essentials - Getting Started/1. Connecting to Database.srt 6.6 KB
41. Setup Hive and Spark on Single Node Cluster/15. Intergrate Spark 3 with Jupyter Lab.srt 6.6 KB
17. Programming Essentials using Python - User Defined Functions/6. Varying Arguments.srt 6.6 KB
54. Apache Spark - Development Life Cycle using Python/6. Accessing OS Environment Variables.srt 6.5 KB
46. Data Engineering using Spark SQL - Managing Tables - DML and Partitioning/3. Creating Tables using Parquet.srt 6.5 KB
38. Data Copier - Using custom Docker Image/9. Add Data Copier Container to custom network.srt 6.5 KB
18. Programming Essentials using Python - Overview of Collections - list and set/2. Overview of list and set.srt 6.5 KB
46. Data Engineering using Spark SQL - Managing Tables - DML and Partitioning/5. Inserting Data using Stage Table.srt 6.5 KB
51. Apache Spark using Python - Basic Transformations/16. Solution - Problem 2 - Get Total Aggregations By FlightDate.srt 6.5 KB
45. Data Engineering using Spark SQL - Managing Tables - Basic DDL and DML/9. Managed Tables vs External Tables.srt 6.5 KB
19. Programming Essentials using Python - Overview of Collections - dict and tuple/7. Common Examples - dict.srt 6.5 KB
36. Data Copier - Modularizing the application/9. Integrate read and write logic.srt 6.4 KB
23. Programming Essentials using Python - Basics of File IO using Python/4. File Paths and Names.srt 6.4 KB
50. Apache Spark using Python - Processing Column Data/5. Common String Manipulation Functions.srt 6.4 KB
49. Apache Spark using Python - Data Processing Overview/3. Understanding airlines data.srt 6.4 KB
54. Apache Spark - Development Life Cycle using Python/20. Setting up Data for Production Validation.srt 6.4 KB
13. Programming Essentials using Python - Perform Database Operations/6. DQL - Data Query Language.srt 6.3 KB
10. Database Essentials - Partitioning Tables and Indexes/4. Manipulating Data.srt 6.3 KB
39. Data Copier - Deploy and Validate Application on Remote Server/8. Setup Database and Tables as part of Docker based Database Server.srt 6.3 KB
18. Programming Essentials using Python - Overview of Collections - list and set/8. Adding and Deleting elements - set.srt 6.3 KB
15. Programming Essentials using Python - Basic Programming Constructs/2. Getting Help.srt 6.2 KB
8. Database Essentials - Writing Basic SQL Queries/5. Selecting or Projecting Data.srt 6.2 KB
44. Data Engineering using Spark SQL - Basic Transformations/11. Conclusion - Final Solution.srt 6.2 KB
20. Programming Essentials using Python - Manipulating Collections using loops/3. Overview of Standard Transformations.srt 6.2 KB
15. Programming Essentials using Python - Basic Programming Constructs/11. Dynamic Arithmetic Operations using eval and exec.srt 6.2 KB
31. Overview of Pycharm for Python Application Development/13. Passing Run Time Arguments using Pycharm.srt 6.1 KB
47. Data Engineering using Spark SQL - Overview of Spark SQL Functions/7. Data Type Conversion.srt 6.1 KB
11. Database Essentials - Predefined Functions/18. Handling NULL Values.srt 6.1 KB
19. Programming Essentials using Python - Overview of Collections - dict and tuple/12. Sorting dict items.srt 6.1 KB
10. Database Essentials - Partitioning Tables and Indexes/8. Hash Partitioning.srt 6.1 KB
5. Setting up Environment - Setup Postgres Database on Ubuntu VM/7. Setup SQL Workbench.srt 6.1 KB
6. Database Essentials - Getting Started/4. Setup SQL Workbench.srt 6.1 KB
43. Data Engineering using Spark SQL - Getting Started/3. Launching and using Spark SQL CLI.srt 6.0 KB
48. Data Engineering using Spark SQL - Windowing Functions/9. Overview of Subqueries.srt 6.0 KB
42. Introduction to Hadoop eco system - Overview of HDFS/1. Getting help or usage.srt 6.0 KB
26. Programming Essentials using Python - Database Programming - CRUD Operations/8. Updating Existing Table Data.srt 6.0 KB
12. Database Essentials - Writing Advanced SQL Queries/2. Overview of Named Queries.srt 6.0 KB
40. Setup Hadoop on Single Node Cluster/3. Setup Password less login.srt 6.0 KB
39. Data Copier - Deploy and Validate Application on Remote Server/6. Setup Network and Database Folder for Database using Docker.srt 6.0 KB
45. Data Engineering using Spark SQL - Managing Tables - Basic DDL and DML/11. Drop Tables and Databases.srt 6.0 KB
36. Data Copier - Modularizing the application/13. Push changes to remote git repository.srt 5.9 KB
35. Data Copier - Loading Data from files to tables/5. Validate orders table in database.srt 5.9 KB
35. Data Copier - Loading Data from files to tables/3. Validate departments table.srt 5.9 KB
8. Database Essentials - Writing Basic SQL Queries/3. Define Problem Statement.srt 5.9 KB
31. Overview of Pycharm for Python Application Development/5. Setup Getting Started Project using Pycharm on Mac.srt 5.9 KB
11. Database Essentials - Predefined Functions/12. Beginning Date or Time using date_trunc.srt 5.9 KB
46. Data Engineering using Spark SQL - Managing Tables - DML and Partitioning/4. Load vs Insert.srt 5.9 KB
31. Overview of Pycharm for Python Application Development/11. Overview of Pycharm Integrated Terminal on Mac.srt 5.9 KB
31. Overview of Pycharm for Python Application Development/3. Installation of Pycharm on Mac.srt 5.8 KB
33. Data Copier - Reading Data using Pandas/2. Overview of Retail Data.srt 5.8 KB
3. Setting up Environment - Overview of GCP and Provision Ubuntu VM/6. Validating Python.srt 5.8 KB
9. Database Essentials - Creating Tables and Indexes/10. Dropping Tables.srt 5.8 KB
52. Apache Spark using Python - Joining Data Sets/13. Solution - Get Daily Revenue.srt 5.8 KB
8. Database Essentials - Writing Basic SQL Queries/11. Solution - Daily Product Revenue.srt 5.8 KB
52. Apache Spark using Python - Joining Data Sets/12. Solution - Get Count of Flights per Airport without master data.srt 5.8 KB
39. Data Copier - Deploy and Validate Application on Remote Server/3. Requirements to deploy application on Virtual Machine.srt 5.8 KB
42. Introduction to Hadoop eco system - Overview of HDFS/2. Listing HDFS Files.srt 5.8 KB
26. Programming Essentials using Python - Database Programming - CRUD Operations/2. Overview of Database Programming.srt 5.7 KB
44. Data Engineering using Spark SQL - Basic Transformations/5. Projecting Data.srt 5.7 KB
46. Data Engineering using Spark SQL - Managing Tables - DML and Partitioning/7. Adding Partitions to Tables.srt 5.7 KB
20. Programming Essentials using Python - Manipulating Collections using loops/17. Set Comprehensions using Python.srt 5.7 KB
32. Data Copier - Getting Started/2. Problem Statement - Data Copier.srt 5.6 KB
10. Database Essentials - Partitioning Tables and Indexes/2. List Partitioning.srt 5.6 KB
4. Networking Concepts for Beginners - ip addresses and port numbers/10. Setup Web Application and access using private ip.srt 5.6 KB
4. Networking Concepts for Beginners - ip addresses and port numbers/7. Overview of Private IP Address associated with a server.srt 5.6 KB
2. Setting up Environment using AWS Cloud9/3. Warming up with Cloud9 IDE.srt 5.6 KB
18. Programming Essentials using Python - Overview of Collections - list and set/4. Accessing elements from list.srt 5.6 KB
36. Data Copier - Modularizing the application/11. Develop logic for multiple tables.srt 5.6 KB
52. Apache Spark using Python - Joining Data Sets/9. Solution - Get Dormant US Airports.srt 5.6 KB
23. Programming Essentials using Python - Basics of File IO using Python/1. Basics of File IO using Python - Introduction.srt 5.6 KB
11. Database Essentials - Predefined Functions/3. Case Conversion and Length.srt 5.5 KB
29. Programming Essentials using Python - Processing REST Payloads/1. Overview of REST APIs.srt 5.5 KB
31. Overview of Pycharm for Python Application Development/6. Setup de-demo project using Pycharm.srt 5.5 KB
2. Setting up Environment using AWS Cloud9/8. Increase EBS Volume Size of Cloud9 Instance.srt 5.5 KB
16. Programming Essentials using Python - Predefined Functions/2. Overview of Predefined Functions.srt 5.5 KB
43. Data Engineering using Spark SQL - Getting Started/6. Understanding Warehouse Directory.srt 5.5 KB
46. Data Engineering using Spark SQL - Managing Tables - DML and Partitioning/11. Exercise - Partitioned Tables.srt 5.5 KB
36. Data Copier - Modularizing the application/4. Passing Environment Variables using Pycharm.srt 5.4 KB
41. Setup Hive and Spark on Single Node Cluster/7. Download and Install Spark 2.srt 5.4 KB
8. Database Essentials - Writing Basic SQL Queries/12. Exercises - Writing Basic SQL Queries.srt 5.4 KB
44. Data Engineering using Spark SQL - Basic Transformations/3. Define Problem Statement.srt 5.4 KB
18. Programming Essentials using Python - Overview of Collections - list and set/12. Exercises - Basic Operations on list and.srt 5.4 KB
11. Database Essentials - Predefined Functions/17. Data Type Conversion.srt 5.3 KB
28. Programming Essentials using Python - Processing JSON Data/2. Overview of JSON.srt 5.3 KB
3. Setting up Environment - Overview of GCP and Provision Ubuntu VM/1. Signing up for GCP.srt 5.3 KB
39. Data Copier - Deploy and Validate Application on Remote Server/9. Building Custom Docker Image for application.srt 5.3 KB
48. Data Engineering using Spark SQL - Windowing Functions/2. Prepare HR Database.srt 5.3 KB
32. Data Copier - Getting Started/11. Managing Dependencies for the project.srt 5.3 KB
30. Understanding Python Virtual Environments/11. Install Dependencies using requirements file for Web Application.srt 5.3 KB
26. Programming Essentials using Python - Database Programming - CRUD Operations/5. Function Get Database Connection.srt 5.3 KB
4. Networking Concepts for Beginners - ip addresses and port numbers/11. Disable Access to Web Application using Public ip.srt 5.2 KB
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