Udemy - Data Analytics Career Path 60 Days of Data Analyst Bootcamp 2024-4

Creation Time	Feb. 22, 2025, 11:35 p.m.
Last Access Time	Dec. 4, 2025, 10:58 p.m.
File Size	10.4 GB
Keywords	2024-4 Career of - Days Udemy 60 Analytics Path Bootcamp Data Analyst
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Total Files	549
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18 - Excel Graphs and Charts for Data Visualization/70 - Analyze data with Stacked and cluster bar charts.mp4 192.9 MB
17 - Excel Formulas and Functions for Data Analysis/62 - SUM AVERAGE MIN and MAX functions.mp4 176.8 MB
4 - Understand Data Cleaning and Its Methods/11 - Various aspects of data cleaning.mp4 168.5 MB
17 - Excel Formulas and Functions for Data Analysis/66 - IF STATEMENTs for conditional operation.mp4 166.3 MB
20 - Excel Data Analysis ToolPack for Statistical Analysis/84 - Multiple linear regression analysis.mp4 144.6 MB
14 - Excel Data Cleaning and Formatting/53 - Dealing with missing values.mp4 143.8 MB
7 - Everything about Statistical Data Analysis/26 - Inferential statistics Part 3 Linear regression.mp4 142.7 MB
6 - Complete Picture of Exploratory Data Analysis/17 - Methods of exploratory data analysis Part 2.mp4 129.5 MB
6 - Complete Picture of Exploratory Data Analysis/16 - Methods of exploratory data analysis Part 1.mp4 124.7 MB
19 - Excel Data Analysis in PivotTables and PivotCharts/76 - PivotTables for GROUP data analysis PART 1.mp4 124.0 MB
14 - Excel Data Cleaning and Formatting/54 - Dealing with outliers.mp4 117.4 MB
16 - Excel Apply Conditional Formatting/59 - Highlighting cells based on criteria.mp4 116.4 MB
21 - Excel Creating Interactive Dashboard/85 - Accumulating relevant information.mp4 112.4 MB
17 - Excel Formulas and Functions for Data Analysis/63 - SUMIF and AVERAGEIF functions.mp4 112.2 MB
17 - Excel Formulas and Functions for Data Analysis/64 - COUNT COUNTA and COUNTIF functions.mp4 107.9 MB
16 - Excel Apply Conditional Formatting/61 - Creating color scales and color bars.mp4 107.0 MB
2 - All You Need to Know about Data Analysis/5 - Tools and technologies for data analysis.mp4 106.0 MB
18 - Excel Graphs and Charts for Data Visualization/72 - Analyze data with Area chart and TreeMap.mp4 100.3 MB
15 - Excel Data Sorting and Filtering/57 - Applying sorts filters to narrow down data.mp4 98.9 MB
20 - Excel Data Analysis ToolPack for Statistical Analysis/82 - Analysis of variance One way ANOVA.mp4 93.3 MB
53 - Python Practical Data Transformation Methods/241 - Investigating distribution of numeric data.mp4 92.0 MB
20 - Excel Data Analysis ToolPack for Statistical Analysis/83 - Correlation analysis for relationship.mp4 90.0 MB
17 - Excel Formulas and Functions for Data Analysis/69 - XLOOKUP for robust complex insight search.mp4 89.8 MB
54 - Python Statistical Tests and Hypothesis Testing/250 - One way Analysis of Variance.mp4 89.5 MB
20 - Excel Data Analysis ToolPack for Statistical Analysis/80 - Independent sample ttest for two samples.mp4 87.7 MB
3 - Data Collection Methods and Considerations/8 - Population vs sample and its methods.mp4 87.7 MB
46 - Python Dealing with Data Structures/197 - Lists creation indexing slicing modifying.mp4 83.6 MB
18 - Excel Graphs and Charts for Data Visualization/71 - Analyze data with Pie chart and line chart.mp4 82.1 MB
54 - Python Statistical Tests and Hypothesis Testing/253 - Linear regression analysis.mp4 80.1 MB
14 - Excel Data Cleaning and Formatting/55 - Finding and imputing inconsistent values.mp4 79.7 MB
17 - Excel Formulas and Functions for Data Analysis/67 - VLOOKUP for columnwise insight search.mp4 77.9 MB
19 - Excel Data Analysis in PivotTables and PivotCharts/78 - PivotCharts and Slicers for interactivity.mp4 77.2 MB
26 - Installing Loading data in MySQL Interface/99 - Loading CSV dataset in MySQL.mp4 74.3 MB
8 - Concepts of Probabilities in Data Analysis/28 - Probability in data analysis.mp4 72.9 MB
21 - Excel Creating Interactive Dashboard/87 - Developing the complete dashboard.mp4 72.6 MB
21 - Excel Creating Interactive Dashboard/88 - Final touch up for dashboard decoration.mp4 72.0 MB
5 - Explore Joining and Concatenating Methods/13 - Various aspects of Joining datasets.mp4 71.8 MB
17 - Excel Formulas and Functions for Data Analysis/65 - YEAR MONTH and DAY for date manipulation.mp4 70.2 MB
15 - Excel Data Sorting and Filtering/58 - Advanced filtering with custom criteria.mp4 69.2 MB
11 - Machine Learning for Predictive Efficiency/43 - Widely used ML methods in the data analytics.mp4 67.9 MB
52 - Python Exploring Data Visualisations Methods/232 - Getting started with bar charts.mp4 67.4 MB
6 - Complete Picture of Exploratory Data Analysis/18 - Methods of exploratory data analysis Part 3.mp4 67.4 MB
38 - SQL Grouping and Sorting data in SQL/167 - GROUP BY group data analysis with functions.mp4 65.4 MB
20 - Excel Data Analysis ToolPack for Statistical Analysis/79 - Descriptive statistics and analysis.mp4 65.1 MB
17 - Excel Formulas and Functions for Data Analysis/68 - HLOOKUP for rowwise insight search.mp4 64.2 MB
56 - Python Data Preprocessing for Machine Learning/262 - Selecting features and target.mp4 64.2 MB
16 - Excel Apply Conditional Formatting/60 - Findings top and bottom insights.mp4 64.0 MB
10 - Explore Data Transformation and Its Methods/38 - Transforming data for improved analysis.mp4 63.7 MB
54 - Python Statistical Tests and Hypothesis Testing/252 - Pearson correlation analysis.mp4 61.9 MB
53 - Python Practical Data Transformation Methods/246 - YeoJohnson power transformation method.mp4 61.9 MB
53 - Python Practical Data Transformation Methods/243 - Starting with square root transformation.mp4 61.7 MB
56 - Python Data Preprocessing for Machine Learning/265 - Dimensionality reduction with PCA.mp4 61.2 MB
2 - All You Need to Know about Data Analysis/4 - Key components of data analysis.mp4 61.0 MB
48 - Python Sequential Cleaning and Modifying Data/208 - Method of missing value imputation.mp4 60.2 MB
9 - Hypothesis Testing in Statistical Analysis/34 - Selecting statistical test and assumption testing.mp4 59.7 MB
54 - Python Statistical Tests and Hypothesis Testing/249 - Independent sample ttest.mp4 59.6 MB
18 - Excel Graphs and Charts for Data Visualization/75 - Adjusting and decorating graphs and charts.mp4 59.4 MB
50 - Python Merging and Concatenating Dataframes/222 - Concatenate dataframes vertically.mp4 58.8 MB
51 - Python Applied Exploratory Data Analysis Methods/225 - Descriptive statistics and analysis.mp4 58.2 MB
14 - Excel Data Cleaning and Formatting/52 - Identifying and removing duplicates.mp4 57.8 MB
55 - Python Exploring Feature Engineering Methods/256 - Extracting day month and year.mp4 54.9 MB
20 - Excel Data Analysis ToolPack for Statistical Analysis/81 - Paired sample ttest for two samples.mp4 54.0 MB
21 - Excel Creating Interactive Dashboard/86 - Creating a canvas for dashboard.mp4 53.8 MB
39 - SQL JOINS for Data Retrievals in SQL/169 - INNER JOIN joining on common values.mp4 53.5 MB
40 - SQL Advanced Functions and Operations/174 - HAVING advanced conditional format.mp4 53.1 MB
49 - Python Various Methods of Data Manipulation/218 - Slicing dataframe with loc and iloc.mp4 52.9 MB
19 - Excel Data Analysis in PivotTables and PivotCharts/77 - PivotTables for CROSSTAB data analysis PART 2.mp4 52.3 MB
51 - Python Applied Exploratory Data Analysis Methods/227 - Pivot table analysis all in one.mp4 51.9 MB
51 - Python Applied Exploratory Data Analysis Methods/229 - Correlation analysis for numeric data.mp4 50.7 MB
10 - Explore Data Transformation and Its Methods/40 - Techniques for data transformation Part 2.mp4 49.6 MB
18 - Excel Graphs and Charts for Data Visualization/74 - Analyze data with Scatter plot and Combo chart.mp4 49.2 MB
47 - Python Conditionals Looping and Functions/202 - Nested logical expressions in conditions.mp4 47.4 MB
58 - Python Supervised Classification ML Models/272 - Logistic regression ML model.mp4 46.9 MB
2 - All You Need to Know about Data Analysis/3 - Data analysis definition types and examples.mp4 46.7 MB
7 - Everything about Statistical Data Analysis/20 - The application of statistical test.mp4 46.6 MB
5 - Explore Joining and Concatenating Methods/14 - Adding extra data with concatenation.mp4 46.5 MB
53 - Python Practical Data Transformation Methods/244 - Logarithmic transformation method.mp4 45.6 MB
55 - Python Exploring Feature Engineering Methods/258 - Categorizing numeric feature.mp4 45.3 MB
53 - Python Practical Data Transformation Methods/245 - Boxcox power transformation method.mp4 45.2 MB
46 - Python Dealing with Data Structures/199 - Dictionaries keyvalue pairs methods.mp4 45.2 MB
33 - SQL Various Aspects of Filtering Data/139 - LIKE filtering based on pattern.mp4 44.3 MB
30 - SQL Working with Columns and Constraint/125 - ADD CONSTRAINTREFERENCES adding foreign key.mp4 44.0 MB
56 - Python Data Preprocessing for Machine Learning/266 - Splitting into train and test set.mp4 43.5 MB
48 - Python Sequential Cleaning and Modifying Data/206 - Preparing notebook and loading data.mp4 43.1 MB
3 - Data Collection Methods and Considerations/7 - Various sources of collecting data.mp4 43.1 MB
18 - Excel Graphs and Charts for Data Visualization/73 - Analyze data with Boxplot and Histogram.mp4 42.5 MB
54 - Python Statistical Tests and Hypothesis Testing/248 - One sample ttest.mp4 42.5 MB
49 - Python Various Methods of Data Manipulation/215 - Filtering data with boolean indexing.mp4 42.5 MB
52 - Python Exploring Data Visualisations Methods/236 - Exploring distribution with histogram.mp4 42.2 MB
40 - SQL Advanced Functions and Operations/176 - ANY nested filtering between tables.mp4 42.1 MB
28 - SQL Fundamental Queries in SQL/107 - AS selecting columns based on aliases.mp4 42.0 MB
11 - Machine Learning for Predictive Efficiency/44 - Steps in developing machine learning model.mp4 41.5 MB
40 - SQL Advanced Functions and Operations/175 - EXISTS nested filtering between tables.mp4 41.4 MB
52 - Python Exploring Data Visualisations Methods/235 - Line chart for grouping data analysis.mp4 41.1 MB
52 - Python Exploring Data Visualisations Methods/237 - Correlation analysis via scatterplot.mp4 40.7 MB
45 - Python Operators in Python Programming/195 - Logical operators and or not.mp4 39.9 MB
58 - Python Supervised Classification ML Models/273 - Decision tree classification ML model.mp4 39.7 MB
59 - Python Segmentation with KMeans Clustering/278 - Application of KMeans machine learning.mp4 39.5 MB
8 - Concepts of Probabilities in Data Analysis/32 - Joint probability.mp4 39.4 MB
14 - Excel Data Cleaning and Formatting/56 - Texttocolumns for data separation.mp4 39.3 MB
2 - All You Need to Know about Data Analysis/6 - Realworld application of data analysis.mp4 39.2 MB
63 - Extra Fasten Your Coding/290 - Diagnosing errors.mp4 39.0 MB
55 - Python Exploring Feature Engineering Methods/259 - Manual feature encoding.mp4 37.3 MB
8 - Concepts of Probabilities in Data Analysis/31 - Conditional probability.mp4 37.2 MB
52 - Python Exploring Data Visualisations Methods/233 - Stacked and clustered bar charts.mp4 37.1 MB
24 - Necessary Fundamentals of RDBMS/91 - RDBMS example and importance.mp4 37.1 MB
45 - Python Operators in Python Programming/194 - Comparison operators.mp4 37.0 MB
52 - Python Exploring Data Visualisations Methods/238 - Matrix visualisation with heatmap.mp4 37.0 MB
9 - Hypothesis Testing in Statistical Analysis/37 - Complete statistical analysis and hypothesis testing.mp4 36.9 MB
51 - Python Applied Exploratory Data Analysis Methods/226 - Group by data analysis method.mp4 36.9 MB
48 - Python Sequential Cleaning and Modifying Data/209 - Exploring data types in a dataframe.mp4 36.7 MB
27 - SQL Getting Started Database Management/102 - Modifying database.mp4 36.5 MB
44 - Python Starting with Variables to Data Types/191 - Converting and casting data types.mp4 36.5 MB
48 - Python Sequential Cleaning and Modifying Data/210 - Dealing with inconsistent values.mp4 36.4 MB
49 - Python Various Methods of Data Manipulation/216 - Query method for precise filtering.mp4 36.3 MB
57 - Python Supervised Regression ML Models/270 - Random forest regressor ML model.mp4 36.0 MB
57 - Python Supervised Regression ML Models/268 - Linear regression ML model.mp4 35.4 MB
12 - Explore Data Visualizations and Its Methods/48 - Several methods of data visualization Part 3.mp4 34.6 MB
39 - SQL JOINS for Data Retrievals in SQL/170 - LEFT JOIN joining on left table values.mp4 34.3 MB
52 - Python Exploring Data Visualisations Methods/239 - Boxplot statistical visualisation method.mp4 34.1 MB
47 - Python Conditionals Looping and Functions/203 - Looping structures for loops while loops.mp4 34.0 MB
29 - SQL Managing Tables in Database System/118 - CHECK limiting specific values in columns.mp4 33.6 MB
37 - SQL IMPORTANT MySQL Datetime Functions/162 - DATEFORMAT formatting the date shape.mp4 33.4 MB
6 - Complete Picture of Exploratory Data Analysis/19 - Consideration for effective EDA.mp4 33.3 MB
9 - Hypothesis Testing in Statistical Analysis/33 - Hypothesis testing for inferential statistics.mp4 33.3 MB
50 - Python Merging and Concatenating Dataframes/221 - Joining dataframes horizontally.mp4 33.0 MB
10 - Explore Data Transformation and Its Methods/39 - Techniques for data transformation Part 1.mp4 32.7 MB
39 - SQL JOINS for Data Retrievals in SQL/172 - CROSS JOIN joining all values from tables.mp4 32.5 MB
11 - Machine Learning for Predictive Efficiency/42 - ML for data analysis and decisionmaking.mp4 32.4 MB
45 - Python Operators in Python Programming/193 - Arithmetic operators.mp4 32.3 MB
7 - Everything about Statistical Data Analysis/21 - Types of statistical data analysis.mp4 32.0 MB
40 - SQL Advanced Functions and Operations/177 - CASE finding the conditional outcomes.mp4 31.9 MB
6 - Complete Picture of Exploratory Data Analysis/15 - EDA for generating significant insights.mp4 31.7 MB
4 - Understand Data Cleaning and Its Methods/10 - Why you cannot ignore cleaning your data.mp4 31.7 MB
53 - Python Practical Data Transformation Methods/242 - Shapiro Wilk test of normality.mp4 31.6 MB
33 - SQL Various Aspects of Filtering Data/138 - BETWEENAND filtering ranges of values.mp4 31.2 MB
30 - SQL Working with Columns and Constraint/124 - ADD CONSTRAINT adding primary key.mp4 30.9 MB
36 - SQL IMPORTANT MySQL Transformation Functions/159 - ROUND decreasing the decimals.mp4 30.1 MB
49 - Python Various Methods of Data Manipulation/219 - Filtering data for many conditions.mp4 30.1 MB
54 - Python Statistical Tests and Hypothesis Testing/251 - Chi square test for independence.mp4 30.0 MB
44 - Python Starting with Variables to Data Types/190 - Various data types and data structures.mp4 29.8 MB
57 - Python Supervised Regression ML Models/269 - Decision tree regressor ML model.mp4 29.5 MB
49 - Python Various Methods of Data Manipulation/217 - Filtering data with isin method.mp4 29.5 MB
39 - SQL JOINS for Data Retrievals in SQL/171 - RIGHT JOIN joining on right table values.mp4 29.5 MB
4 - Understand Data Cleaning and Its Methods/12 - Consideration for effective data cleaning.mp4 29.2 MB
46 - Python Dealing with Data Structures/198 - Sets unique elements operations.mp4 28.9 MB
28 - SQL Fundamental Queries in SQL/108 - WHERE selecting data based on condition.mp4 28.8 MB
44 - Python Starting with Variables to Data Types/189 - Assigning variable names correctly.mp4 28.8 MB
55 - Python Exploring Feature Engineering Methods/260 - Converting features into dummy.mp4 28.4 MB
63 - Extra Fasten Your Coding/292 - Enhancing codes.mp4 27.7 MB
12 - Explore Data Visualizations and Its Methods/47 - Several methods of data visualization Part 2.mp4 27.2 MB
41 - SQL Stored Procedure and Comments/180 - Storing and executing procedures.mp4 27.0 MB
49 - Python Various Methods of Data Manipulation/214 - Sorting data by column and order.mp4 26.5 MB
8 - Concepts of Probabilities in Data Analysis/29 - Classical probability.mp4 26.4 MB
34 - SQL IMPORTANT MySQL String Functions/144 - CONCAT adding different strings together.mp4 25.8 MB
28 - SQL Fundamental Queries in SQL/106 - DISTINCT selecting unique values for column.mp4 25.7 MB
35 - SQL IMPORTANT MySQL Arithmetic Functions/150 - ABS negative to positive value.mp4 25.7 MB
51 - Python Applied Exploratory Data Analysis Methods/224 - Frequency and percentage analysis.mp4 25.1 MB
55 - Python Exploring Feature Engineering Methods/255 - Generating new features.mp4 25.1 MB
33 - SQL Various Aspects of Filtering Data/137 - NOT excluding values from filteration.mp4 24.7 MB
28 - SQL Fundamental Queries in SQL/105 - SELECTFROM select data from table.mp4 24.6 MB
58 - Python Supervised Classification ML Models/274 - Random forest classification ML model.mp4 24.5 MB
35 - SQL IMPORTANT MySQL Arithmetic Functions/154 - DIV dividing numeric data.mp4 24.4 MB
34 - SQL IMPORTANT MySQL String Functions/143 - CHARLENGTH finding the length of text.mp4 24.4 MB
59 - Python Segmentation with KMeans Clustering/276 - Calculating within cluster sum of squares.mp4 24.1 MB
51 - Python Applied Exploratory Data Analysis Methods/228 - Crosstabulation analysis method.mp4 24.0 MB
7 - Everything about Statistical Data Analysis/24 - Inferential statistics Part 1 Ttests and ANOVA.mp4 23.9 MB
63 - Extra Fasten Your Coding/291 - Debugging errors.mp4 23.9 MB
8 - Concepts of Probabilities in Data Analysis/30 - Empirical probability.mp4 23.7 MB
33 - SQL Various Aspects of Filtering Data/135 - AND combining two or more conditions.mp4 23.3 MB
48 - Python Sequential Cleaning and Modifying Data/211 - Assigning correct data types.mp4 23.3 MB
29 - SQL Managing Tables in Database System/113 - INSERT INTO adding values in columns.mp4 23.3 MB
3 - Data Collection Methods and Considerations/9 - Consideration for effective data collection.mp4 23.1 MB
32 - SQL Dealing with NULLMISSING values/132 - IS NULL filtering the actual values out.mp4 23.0 MB
38 - SQL Grouping and Sorting data in SQL/166 - ORDER BY sorting data based on a column.mp4 22.8 MB
52 - Python Exploring Data Visualisations Methods/234 - Pie chart for percentage analysis.mp4 22.8 MB
56 - Python Data Preprocessing for Machine Learning/264 - Scaling features MinMaxScaler.mp4 22.4 MB
48 - Python Sequential Cleaning and Modifying Data/207 - Identifying missing or null values.mp4 22.2 MB
30 - SQL Working with Columns and Constraint/122 - RENAME COLUMN changing column names.mp4 22.2 MB
56 - Python Data Preprocessing for Machine Learning/263 - Scaling features StandardScaler.mp4 22.0 MB
29 - SQL Managing Tables in Database System/114 - UPDATE updating values based on condition.mp4 22.0 MB
24 - Necessary Fundamentals of RDBMS/93 - Primary key vs Foreign key.mp4 21.3 MB
24 - Necessary Fundamentals of RDBMS/95 - Data types in RDBMS.mp4 21.2 MB
55 - Python Exploring Feature Engineering Methods/257 - Encoding features LabelEncoder.mp4 21.1 MB
34 - SQL IMPORTANT MySQL String Functions/148 - REPLACE replacing old value by new value.mp4 20.9 MB
7 - Everything about Statistical Data Analysis/27 - Consideration for effective statistical analysis.mp4 20.7 MB
48 - Python Sequential Cleaning and Modifying Data/212 - Dealing with duplicated values.mp4 20.6 MB
27 - SQL Getting Started Database Management/103 - Deleting database.mp4 20.4 MB
36 - SQL IMPORTANT MySQL Transformation Functions/160 - SQRT and LOG transformation functions.mp4 20.3 MB
12 - Explore Data Visualizations and Its Methods/45 - Visualizing data for the best insight delivery.mp4 20.1 MB
33 - SQL Various Aspects of Filtering Data/140 - IN precise logic for multiple conditions.mp4 20.0 MB
47 - Python Conditionals Looping and Functions/201 - Conditional statements if elif else.mp4 19.9 MB
34 - SQL IMPORTANT MySQL String Functions/147 - TRIM removing unnecessary gaps.mp4 19.7 MB
24 - Necessary Fundamentals of RDBMS/92 - Key features of RDBMS.mp4 19.6 MB
34 - SQL IMPORTANT MySQL String Functions/145 - LOWER converting into lowercase.mp4 19.6 MB
33 - SQL Various Aspects of Filtering Data/141 - LIMIT filtering with limited data.mp4 19.5 MB
31 - SQL Working with Indexing Operation/128 - CREATE INDEX creating new index.mp4 19.3 MB
29 - SQL Managing Tables in Database System/110 - CREATE creating table.mp4 19.1 MB
36 - SQL IMPORTANT MySQL Transformation Functions/158 - POWER multiple multiplications.mp4 19.1 MB
12 - Explore Data Visualizations and Its Methods/49 - Considerations for effective data visualization.mp4 19.0 MB
25 - Introduction to SQL for RDBMS/97 - Various platforms of SQL.mp4 18.5 MB
29 - SQL Managing Tables in Database System/112 - UNIQUE limiting duplicates.mp4 17.5 MB
37 - SQL IMPORTANT MySQL Datetime Functions/164 - DAYMONTHYEAR extracting parts of dates.mp4 17.1 MB
29 - SQL Managing Tables in Database System/115 - DELETE deleting values based on condition.mp4 17.0 MB
24 - Necessary Fundamentals of RDBMS/94 - Types of relationship in RDBMS.mp4 16.9 MB
7 - Everything about Statistical Data Analysis/25 - Inferential statistics Part 2 Relationships measures.mp4 16.6 MB
31 - SQL Working with Indexing Operation/129 - CREATE UNIQUE INDEX creating index without duplicates.mp4 16.6 MB
47 - Python Conditionals Looping and Functions/204 - Defining creating and calling functions.mp4 16.4 MB
30 - SQL Working with Columns and Constraint/120 - ADD COLUMN adding new column.mp4 16.4 MB
29 - SQL Managing Tables in Database System/111 - NOT NULL limiting null values.mp4 16.0 MB
32 - SQL Dealing with NULLMISSING values/133 - IS NOT NULL filtering the missing values out.mp4 16.0 MB
7 - Everything about Statistical Data Analysis/22 - Statistical test vs Exploratory data analysis.mp4 15.7 MB
10 - Explore Data Transformation and Its Methods/41 - Consideration for effective data transformation.mp4 15.6 MB
30 - SQL Working with Columns and Constraint/121 - MODIFY COLUMN replacing data types.mp4 15.0 MB
35 - SQL IMPORTANT MySQL Arithmetic Functions/153 - COUNT counting total items.mp4 14.7 MB
37 - SQL IMPORTANT MySQL Datetime Functions/163 - DATEDIFF finding the date difference.mp4 14.6 MB
33 - SQL Various Aspects of Filtering Data/136 - OR flexible logical operator.mp4 14.5 MB
12 - Explore Data Visualizations and Its Methods/46 - Several methods of data visualization Part 1.mp4 14.0 MB
59 - Python Segmentation with KMeans Clustering/277 - Selecting optimal number of clusters.mp4 13.7 MB
25 - Introduction to SQL for RDBMS/96 - Introduction to SQL language.mp4 13.5 MB
30 - SQL Working with Columns and Constraint/123 - DROP COLUMN deleting columns.mp4 11.9 MB
52 - Python Exploring Data Visualisations Methods/231 - Understanding visualisation tools.mp4 11.7 MB
44 - Python Starting with Variables to Data Types/188 - Getting started with first python code.mp4 11.3 MB
7 - Everything about Statistical Data Analysis/23 - A Recap on descriptive statistics methods.mp4 11.2 MB
34 - SQL IMPORTANT MySQL String Functions/146 - UPPER converting into uppercase.mp4 11.0 MB
41 - SQL Stored Procedure and Comments/179 - SQL comments systems.mp4 10.9 MB
29 - SQL Managing Tables in Database System/117 - DROP removing entire table.mp4 10.7 MB
29 - SQL Managing Tables in Database System/116 - TRUNCATE deleting all the values except table.mp4 10.6 MB
9 - Hypothesis Testing in Statistical Analysis/35 - Confidence level significance level pvalue.mp4 10.5 MB
35 - SQL IMPORTANT MySQL Arithmetic Functions/151 - SUM calculating the total value.mp4 10.5 MB
27 - SQL Getting Started Database Management/100 - Creating database.mp4 10.3 MB
9 - Hypothesis Testing in Statistical Analysis/36 - Making decision and conclusion on findings.mp4 9.8 MB
30 - SQL Working with Columns and Constraint/126 - DROP CONSTRAINT deleting keys.mp4 9.7 MB
62 - Extra Python Error Message/282 - ModuleNotFound error.mp4 8.6 MB
62 - Extra Python Error Message/287 - Value error.mp4 8.3 MB
31 - SQL Working with Indexing Operation/130 - DROP INDEX deleting existing index.mp4 7.9 MB
35 - SQL IMPORTANT MySQL Arithmetic Functions/152 - AVG calculating the average value.mp4 7.6 MB
35 - SQL IMPORTANT MySQL Arithmetic Functions/156 - MAX finding the highest value.mp4 6.6 MB
62 - Extra Python Error Message/283 - Syntax error.mp4 6.3 MB
35 - SQL IMPORTANT MySQL Arithmetic Functions/155 - MIN finding the lowest value.mp4 6.2 MB
62 - Extra Python Error Message/288 - Type error.mp4 5.4 MB
62 - Extra Python Error Message/286 - Attribute error.mp4 5.3 MB
27 - SQL Getting Started Database Management/101 - Selecting database.mp4 5.0 MB
62 - Extra Python Error Message/284 - Key error.mp4 4.9 MB
62 - Extra Python Error Message/285 - Index error.mp4 4.5 MB
6 - Complete Picture of Exploratory Data Analysis/18 - 12.13.14.Methods-of-EDA.pdf 3.9 MB
10 - Explore Data Transformation and Its Methods/40 - 17.18.Mthods-of-DTP.pdf 3.2 MB
12 - Explore Data Visualizations and Its Methods/48 - 45.46.47.Data-Visualization-Methods.pdf 2.7 MB
5 - Explore Joining and Concatenating Methods/13 - 20.Joining.pdf 2.6 MB
2 - All You Need to Know about Data Analysis/5 - 3.Tools.pdf 2.2 MB
24 - Necessary Fundamentals of RDBMS/91 - 86.RDBMS-intro.pdf 1.9 MB
4 - Understand Data Cleaning and Its Methods/11 - 9.Methods-of-DC.pdf 1.8 MB
5 - Explore Joining and Concatenating Methods/14 - 21.Concatenating.pdf 1.8 MB
7 - Everything about Statistical Data Analysis/26 - 28.Lin-reg.pdf 1.6 MB
25 - Introduction to SQL for RDBMS/96 - 91.intro-to-sql.pdf 1.6 MB
43 - Setting Up Python and Jupyter Notebook/185 - Mac.pdf 1.5 MB
10 - Explore Data Transformation and Its Methods/38 - 16.DTP.pdf 1.4 MB
4 - Understand Data Cleaning and Its Methods/10 - 8.Data-Cleaning.pdf 1.3 MB
11 - Machine Learning for Predictive Efficiency/44 - 43.steps-in-ML.pdf 1.3 MB
8 - Concepts of Probabilities in Data Analysis/28 - 31.Probability-in-Data-Analysis.pdf 1.3 MB
24 - Necessary Fundamentals of RDBMS/93 - 88.PK-and-FK.pdf 1.3 MB
2 - All You Need to Know about Data Analysis/6 - 4.Application-DA.pdf 1.2 MB
11 - Machine Learning for Predictive Efficiency/43 - 42.Types-of-Machine-Learning.pdf 1.2 MB
8 - Concepts of Probabilities in Data Analysis/31 - 34.Conditional-Probability.pdf 1.1 MB
6 - Complete Picture of Exploratory Data Analysis/15 - 11.EDA.pdf 932.5 KB
43 - Setting Up Python and Jupyter Notebook/186 - Windows.pdf 929.7 KB
7 - Everything about Statistical Data Analysis/20 - 22.Statistical-Data-Analysis.pdf 927.0 KB
42 - Phase 4 Data Analytics AZ in Python/184 - Resources.zip 917.9 KB
8 - Concepts of Probabilities in Data Analysis/32 - 35.Joint-Probability.pdf 902.3 KB
2 - All You Need to Know about Data Analysis/4 - 2.Key-COMP.pdf 892.8 KB
6 - Complete Picture of Exploratory Data Analysis/19 - 15.Cons-of-EDA.pdf 890.8 KB
24 - Necessary Fundamentals of RDBMS/92 - 87.key-features.pdf 875.2 KB
8 - Concepts of Probabilities in Data Analysis/29 - 32.Classical-Probability.pdf 784.4 KB
53 - Python Practical Data Transformation Methods/241 - 31.check-distribution.pdf 751.9 KB
25 - Introduction to SQL for RDBMS/97 - 92.platforms.pdf 741.5 KB
2 - All You Need to Know about Data Analysis/3 - 1.Un-DA.pdf 731.3 KB
12 - Explore Data Visualizations and Its Methods/49 - 48.Effective-Data-Visualization.pdf 727.0 KB
7 - Everything about Statistical Data Analysis/27 - 30.cons-stat.pdf 722.9 KB
3 - Data Collection Methods and Considerations/8 - 6.Sampling-methods.pdf 691.6 KB
9 - Hypothesis Testing in Statistical Analysis/37 - 40.Example-HT.pdf 642.5 KB
7 - Everything about Statistical Data Analysis/21 - 23.Types-of-Statistics.pdf 609.0 KB
4 - Understand Data Cleaning and Its Methods/12 - 10.cons-of-dc.pdf 587.8 KB
11 - Machine Learning for Predictive Efficiency/42 - 41.ML-in-Data-Analysis.pdf 554.5 KB
8 - Concepts of Probabilities in Data Analysis/30 - 33.Empirical-Probability.pdf 537.7 KB
12 - Explore Data Visualizations and Its Methods/45 - 44.Data-Visualization.pdf 480.9 KB
53 - Python Practical Data Transformation Methods/243 - 33.square-root-transformation.pdf 477.9 KB
9 - Hypothesis Testing in Statistical Analysis/33 - 36.Hypothesis-Testing.pdf 426.9 KB
7 - Everything about Statistical Data Analysis/22 - 24.stat-v-s-eda.pdf 418.7 KB
7 - Everything about Statistical Data Analysis/25 - 25.26.27.methods-of-ds-and-is.pdf 411.1 KB
51 - Python Applied Exploratory Data Analysis Methods/227 - 19.pivot-table.pdf 406.6 KB
24 - Necessary Fundamentals of RDBMS/94 - 89.types-of-rel.pdf 403.8 KB
58 - Python Supervised Classification ML Models/272 - 4.LGR-model-ML.pdf 392.6 KB
9 - Hypothesis Testing in Statistical Analysis/34 - 37.Selecting-Appropriate-Statistical-Test.pdf 391.0 KB
56 - Python Data Preprocessing for Machine Learning/265 - 51.PCA.pdf 347.7 KB
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