[FreeCourseLab.com] Udemy - Python for Data Science and Machine Learning Bootcamp

Creation Time	Jan. 19, 2025, 7:26 p.m.
Last Access Time	Nov. 1, 2025, 5:55 a.m.
File Size	3.7 GB
Keywords	and for Python Data Bootcamp - Udemy Machine Learning Science FreeCourseLab com
Total Requests	51
Total Files	300
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26. Neural Nets and Deep Learning/8. Tensorflow Estimators.mp4 156.6 MB
26. Neural Nets and Deep Learning/10. Deep Learning Project - Solutions.mp4 94.6 MB
26. Neural Nets and Deep Learning/7. MNIST - Part Two.mp4 94.1 MB
27. APPENDIX OLD TENSORFLOW VIDEOS (Version 0.8)/1. TensorFlow Installation.mp4 69.3 MB
25. Big Data and Spark with Python/7. EC2 Instance Set-Up.mp4 63.0 MB
25. Big Data and Spark with Python/9. PySpark Setup.mp4 60.4 MB
26. Neural Nets and Deep Learning/6. MNIST - Part One.mp4 58.4 MB
25. Big Data and Spark with Python/12. RDD Transformations and Actions.mp4 55.7 MB
18. K Nearest Neighbors/4. KNN Project Solutions.mp4 52.7 MB
1. Course Introduction/3.1 Py_DS_ML_Bootcamp-master.zip.zip 52.5 MB
3. Jupyter Overview/2.1 Py-DS-ML-Bootcamp-master.zip.zip 52.5 MB
9. Python for Data Visualization - Seaborn/2. Distribution Plots.mp4 51.4 MB
11. Python for Data Visualization - Plotly and Cufflinks/2. Plotly and Cufflinks.mp4 51.2 MB
13. Data Capstone Project/4. 911 Calls Solutions - Part 2.mp4 49.8 MB
24. Natural Language Processing/6. NLP Project Solutions.mp4 48.1 MB
20. Support Vector Machines/2. Support Vector Machines with Python.mp4 47.4 MB
13. Data Capstone Project/7. Finance Project - Solutions Part 1.mp4 47.3 MB
21. K Means Clustering/4. K Means Project Solutions.mp4 47.1 MB
12. Python for Data Visualization - Geographical Plotting/2. Choropleth Maps - Part 1 - USA.mp4 46.2 MB
18. K Nearest Neighbors/2. KNN with Python.mp4 46.0 MB
13. Data Capstone Project/8. Finance Project - Solutions Part 2.mp4 45.7 MB
15. Linear Regression/6. Linear Regression Project Solution.mp4 45.4 MB
27. APPENDIX OLD TENSORFLOW VIDEOS (Version 0.8)/4. MNIST with Multi-Layer Perceptron - Part 3.mp4 44.3 MB
15. Linear Regression/3. Linear Regression with Python - Part 1.mp4 43.3 MB
22. Principal Component Analysis/2. PCA with Python.mp4 43.2 MB
7. Python for Data Analysis - Pandas Exercises/5. Ecommerce Purchases Exercise Solutions.mp4 43.1 MB
7. Python for Data Analysis - Pandas Exercises/3. SF Salaries Solutions.mp4 42.7 MB
6. Python for Data Analysis - Pandas/5. DataFrames - Part 2.mp4 42.0 MB
24. Natural Language Processing/3. NLP with Python - Part 2.mp4 41.9 MB
17. Logistic Regression/2. Logistic Regression with Python - Part 1.mp4 41.4 MB
24. Natural Language Processing/2. NLP with Python - Part 1.mp4 40.2 MB
19. Decision Trees and Random Forests/2. Decision Trees and Random Forest with Python.mp4 40.1 MB
13. Data Capstone Project/3. 911 Calls Solutions - Part 1.mp4 39.8 MB
6. Python for Data Analysis - Pandas/4. DataFrames - Part 1.mp4 39.8 MB
9. Python for Data Visualization - Seaborn/3. Categorical Plots.mp4 38.5 MB
5. Python for Data Analysis - NumPy/8. Numpy Exercises Solutions.mp4 38.3 MB
24. Natural Language Processing/4. NLP with Python - Part 3.mp4 37.7 MB
27. APPENDIX OLD TENSORFLOW VIDEOS (Version 0.8)/7. Tensorflow Project Exercise - Solutions.mp4 37.5 MB
5. Python for Data Analysis - NumPy/5. Numpy Array Indexing.mp4 37.3 MB
6. Python for Data Analysis - Pandas/11. Data Input and Output.mp4 36.6 MB
27. APPENDIX OLD TENSORFLOW VIDEOS (Version 0.8)/3. MNIST with Multi-Layer Perceptron - Part 2.mp4 36.5 MB
8. Python for Data Visualization - Matplotlib/3. Matplotlib Part 1.mp4 36.2 MB
4. Python Crash Course/3. Python Crash Course - Part 1.mp4 35.8 MB
23. Recommender Systems/2. Recommender Systems with Python - Part 1.mp4 35.5 MB
23. Recommender Systems/3. Recommender Systems with Python - Part 2.mp4 34.4 MB
17. Logistic Regression/3. Logistic Regression with Python - Part 2.mp4 34.2 MB
5. Python for Data Analysis - NumPy/3. Numpy Arrays.mp4 33.4 MB
3. Jupyter Overview/2. Jupyter Notebooks.mp4 32.0 MB
4. Python Crash Course/5. Python Crash Course - Part 3.mp4 31.8 MB
8. Python for Data Visualization - Matplotlib/4. Matplotlib Part 2.mp4 31.6 MB
10. Python for Data Visualization - Pandas Built-in Data Visualization/1. Pandas Built-in Data Visualization.mp4 31.4 MB
26. Neural Nets and Deep Learning/5. TensorFlow Basics.mp4 31.0 MB
19. Decision Trees and Random Forests/4. Decision Trees and Random Forest Solutions Part 1.mp4 30.9 MB
17. Logistic Regression/6. Logistic Regression Project Solutions.mp4 30.2 MB
21. K Means Clustering/2. K Means with Python.mp4 29.9 MB
4. Python Crash Course/6. Python Crash Course - Part 4.mp4 29.3 MB
1. Course Introduction/1. Introduction to the Course.mp4 29.0 MB
14. Introduction to Machine Learning/3. Introduction to Machine Learning.mp4 28.9 MB
4. Python Crash Course/4. Python Crash Course - Part 2.mp4 28.9 MB
10. Python for Data Visualization - Pandas Built-in Data Visualization/3. Pandas Data Visualization Exercise- Solutions.mp4 28.6 MB
26. Neural Nets and Deep Learning/9. Deep Learning Project.mp4 28.2 MB
20. Support Vector Machines/4. SVM Project Solutions.mp4 28.1 MB
8. Python for Data Visualization - Matplotlib/7. Matplotlib Exercises - Solutions.mp4 27.7 MB
12. Python for Data Visualization - Geographical Plotting/5. Choropleth Exercises - Solutions.mp4 27.6 MB
8. Python for Data Visualization - Matplotlib/5. Matplotlib Part 3.mp4 27.3 MB
4. Python Crash Course/8. Python Crash Course Exercises - Solutions.mp4 27.2 MB
19. Decision Trees and Random Forests/5. Decision Trees and Random Forest Solutions Part 2.mp4 26.6 MB
6. Python for Data Analysis - Pandas/9. Merging Joining and Concatenating.mp4 26.2 MB
5. Python for Data Analysis - NumPy/6. Numpy Operations.mp4 25.5 MB
26. Neural Nets and Deep Learning/3. What is TensorFlow.mp4 25.1 MB
6. Python for Data Analysis - Pandas/10. Operations.mp4 24.1 MB
9. Python for Data Visualization - Seaborn/4. Matrix Plots.mp4 22.4 MB
2. Environment Set-Up/1. Environment Set-up and Installation.mp4 22.3 MB
27. APPENDIX OLD TENSORFLOW VIDEOS (Version 0.8)/2. MNIST with Multi-Layer Perceptron - Part 1.mp4 21.7 MB
17. Logistic Regression/1. Logistic Regression Theory.mp4 21.0 MB
6. Python for Data Analysis - Pandas/6. DataFrames - Part 3.mp4 20.8 MB
6. Python for Data Analysis - Pandas/3. Series.mp4 20.3 MB
9. Python for Data Visualization - Seaborn/9. Seaborn Exercise Solutions.mp4 20.1 MB
9. Python for Data Visualization - Seaborn/5. Grids.mp4 19.9 MB
27. APPENDIX OLD TENSORFLOW VIDEOS (Version 0.8)/5. TensorFlow with ContribLearn.mp4 19.5 MB
12. Python for Data Visualization - Geographical Plotting/3. Choropleth Maps - Part 2 - World.mp4 19.2 MB
9. Python for Data Visualization - Seaborn/7. Style and Color.mp4 19.0 MB
3. Jupyter Overview/3. Optional Virtual Environments.mp4 18.9 MB
17. Logistic Regression/4. Logistic Regression with Python - Part 3.mp4 16.9 MB
14. Introduction to Machine Learning/4. Machine Learning with Python.mp4 16.8 MB
13. Data Capstone Project/9. Finance Project - Solutions Part 3.mp4 16.6 MB
15. Linear Regression/4. Linear Regression with Python - Part 2.mp4 16.1 MB
25. Big Data and Spark with Python/11. Introduction to Spark and Python.mp4 15.7 MB
25. Big Data and Spark with Python/3. Spark Overview.mp4 15.7 MB
9. Python for Data Visualization - Seaborn/6. Regression Plots.mp4 15.5 MB
6. Python for Data Analysis - Pandas/8. Groupby.mp4 14.8 MB
8. Python for Data Visualization - Matplotlib/2. Introduction to Matplotlib.mp4 12.6 MB
11. Python for Data Visualization - Plotly and Cufflinks/1. Introduction to Plotly and Cufflinks.mp4 12.5 MB
26. Neural Nets and Deep Learning/2. Neural Network Theory.mp4 12.4 MB
13. Data Capstone Project/6. Finance Data Project Overview.mp4 12.2 MB
6. Python for Data Analysis - Pandas/7. Missing Data.mp4 12.1 MB
19. Decision Trees and Random Forests/1. Introduction to Tree Methods.mp4 12.1 MB
19. Decision Trees and Random Forests/3. Decision Trees and Random Forest Project Overview.mp4 12.0 MB
16. Cross Validation and Bias-Variance Trade-Off/1. Bias Variance Trade-Off.mp4 11.6 MB
12. Python for Data Visualization - Geographical Plotting/4. Choropleth Exercises.mp4 11.2 MB
25. Big Data and Spark with Python/5. AWS Account Set-Up.mp4 10.9 MB
15. Linear Regression/5. Linear Regression Project Overview.mp4 10.8 MB
25. Big Data and Spark with Python/2. Big Data Overview.mp4 10.0 MB
18. K Nearest Neighbors/1. KNN Theory.mp4 9.9 MB
5. Python for Data Analysis - NumPy/7. Numpy Exercises Overview.mp4 9.8 MB
21. K Means Clustering/1. K Means Algorithm Theory.mp4 9.6 MB
4. Python Crash Course/7. Python Crash Course Exercises - Overview.mp4 9.4 MB
25. Big Data and Spark with Python/10. Lambda Expressions Review.mp4 9.3 MB
21. K Means Clustering/3. K Means Project Overview.mp4 9.2 MB
25. Big Data and Spark with Python/8. SSH with Mac or Linux.mp4 9.2 MB
9. Python for Data Visualization - Seaborn/1. Introduction to Seaborn.mp4 9.0 MB
24. Natural Language Processing/1. Natural Language Processing Theory.mp4 8.9 MB
20. Support Vector Machines/1. SVM Theory.mp4 8.7 MB
20. Support Vector Machines/3. SVM Project Overview.mp4 8.6 MB
13. Data Capstone Project/2. 911 Calls Project Overview.mp4 8.6 MB
15. Linear Regression/1. Linear Regression Theory.mp4 8.6 MB
1. Course Introduction/2. Course Help and Welcome.mp4 8.2 MB
23. Recommender Systems/1. Recommender Systems.mp4 7.9 MB
7. Python for Data Analysis - Pandas Exercises/4. Ecommerce Purchases Exercise Overview.mp4 7.4 MB
27. APPENDIX OLD TENSORFLOW VIDEOS (Version 0.8)/6. Tensorflow Project Exercise Overview.mp4 7.3 MB
26. Neural Nets and Deep Learning/4. Installing Tensorflow 1.10.mp4 7.3 MB
14. Introduction to Machine Learning/1. Welcome to the Machine Learning Section!.mp4 7.2 MB
7. Python for Data Analysis - Pandas Exercises/1. SF Salaries Exercise Overview.mp4 6.8 MB
24. Natural Language Processing/5. NLP Project Overview.mp4 6.7 MB
9. Python for Data Visualization - Seaborn/8. Seaborn Exercise Overview.mp4 6.6 MB
22. Principal Component Analysis/1. Principal Component Analysis.mp4 6.2 MB
8. Python for Data Visualization - Matplotlib/6. Matplotlib Exercises Overview.mp4 5.9 MB
17. Logistic Regression/5. Logistic Regression Project Overview.mp4 5.3 MB
25. Big Data and Spark with Python/1. Welcome to the Big Data Section!.mp4 5.2 MB
8. Python for Data Visualization - Matplotlib/1. Welcome to the Data Visualization Section!.mp4 5.2 MB
10. Python for Data Visualization - Pandas Built-in Data Visualization/2. Pandas Data Visualization Exercise.mp4 5.2 MB
18. K Nearest Neighbors/3. KNN Project Overview.mp4 5.0 MB
26. Neural Nets and Deep Learning/1. Welcome to the Deep Learning Section!.mp4 4.9 MB
5. Python for Data Analysis - NumPy/2. Introduction to Numpy.mp4 4.1 MB
13. Data Capstone Project/1. Welcome to the Data Capstone Projects!.mp4 4.0 MB
4. Python Crash Course/1. Welcome to the Python Crash Course Section!.mp4 4.0 MB
6. Python for Data Analysis - Pandas/1. Welcome to the Pandas Section!.mp4 3.3 MB
6. Python for Data Analysis - Pandas/2. Introduction to Pandas.mp4 3.2 MB
14. Introduction to Machine Learning/2.2 Python DS Presentations.zip.zip 2.8 MB
4. Python Crash Course/2. Introduction to Python Crash Course.mp4 2.7 MB
5. Python for Data Analysis - NumPy/1. Welcome to the NumPy Section!.mp4 2.5 MB
12. Python for Data Visualization - Geographical Plotting/1. Introduction to Geographical Plotting.mp4 1.9 MB
27. APPENDIX OLD TENSORFLOW VIDEOS (Version 0.8)/1. TensorFlow Installation.vtt 34.3 KB
25. Big Data and Spark with Python/9. PySpark Setup.vtt 32.2 KB
25. Big Data and Spark with Python/12. RDD Transformations and Actions.vtt 28.9 KB
26. Neural Nets and Deep Learning/8. Tensorflow Estimators.vtt 27.2 KB
9. Python for Data Visualization - Seaborn/2. Distribution Plots.vtt 25.4 KB
11. Python for Data Visualization - Plotly and Cufflinks/2. Plotly and Cufflinks.vtt 24.7 KB
4. Python Crash Course/3. Python Crash Course - Part 1.vtt 24.3 KB
24. Natural Language Processing/6. NLP Project Solutions.vtt 24.0 KB
18. K Nearest Neighbors/2. KNN with Python.vtt 23.9 KB
13. Data Capstone Project/4. 911 Calls Solutions - Part 2.vtt 23.6 KB
12. Python for Data Visualization - Geographical Plotting/2. Choropleth Maps - Part 1 - USA.vtt 23.5 KB
17. Logistic Regression/2. Logistic Regression with Python - Part 1.vtt 23.4 KB
15. Linear Regression/6. Linear Regression Project Solution.vtt 23.4 KB
15. Linear Regression/3. Linear Regression with Python - Part 1.vtt 23.3 KB
27. APPENDIX OLD TENSORFLOW VIDEOS (Version 0.8)/4. MNIST with Multi-Layer Perceptron - Part 3.vtt 23.3 KB
9. Python for Data Visualization - Seaborn/3. Categorical Plots.vtt 23.2 KB
25. Big Data and Spark with Python/7. EC2 Instance Set-Up.vtt 22.9 KB
13. Data Capstone Project/8. Finance Project - Solutions Part 2.vtt 22.7 KB
24. Natural Language Processing/3. NLP with Python - Part 2.vtt 22.6 KB
5. Python for Data Analysis - NumPy/5. Numpy Array Indexing.vtt 22.3 KB
8. Python for Data Visualization - Matplotlib/3. Matplotlib Part 1.vtt 22.3 KB
6. Python for Data Analysis - Pandas/5. DataFrames - Part 2.vtt 22.3 KB
20. Support Vector Machines/2. Support Vector Machines with Python.vtt 22.2 KB
13. Data Capstone Project/7. Finance Project - Solutions Part 1.vtt 21.7 KB
24. Natural Language Processing/4. NLP with Python - Part 3.vtt 21.5 KB
17. Logistic Regression/3. Logistic Regression with Python - Part 2.vtt 21.3 KB
22. Principal Component Analysis/2. PCA with Python.vtt 21.1 KB
5. Python for Data Analysis - NumPy/8. Numpy Exercises Solutions.vtt 21.1 KB
4. Python Crash Course/5. Python Crash Course - Part 3.vtt 20.7 KB
5. Python for Data Analysis - NumPy/3. Numpy Arrays.vtt 20.5 KB
27. APPENDIX OLD TENSORFLOW VIDEOS (Version 0.8)/3. MNIST with Multi-Layer Perceptron - Part 2.vtt 20.4 KB
21. K Means Clustering/4. K Means Project Solutions.vtt 20.3 KB
3. Jupyter Overview/2. Jupyter Notebooks.vtt 20.3 KB
4. Python Crash Course/4. Python Crash Course - Part 2.vtt 19.9 KB
24. Natural Language Processing/2. NLP with Python - Part 1.vtt 19.8 KB
8. Python for Data Visualization - Matplotlib/4. Matplotlib Part 2.vtt 19.2 KB
26. Neural Nets and Deep Learning/5. TensorFlow Basics.vtt 19.1 KB
6. Python for Data Analysis - Pandas/4. DataFrames - Part 1.vtt 19.1 KB
26. Neural Nets and Deep Learning/7. MNIST - Part Two.vtt 19.1 KB
4. Python Crash Course/6. Python Crash Course - Part 4.vtt 19.0 KB
7. Python for Data Analysis - Pandas Exercises/5. Ecommerce Purchases Exercise Solutions.vtt 19.0 KB
6. Python for Data Analysis - Pandas/11. Data Input and Output.vtt 18.7 KB
10. Python for Data Visualization - Pandas Built-in Data Visualization/1. Pandas Built-in Data Visualization.vtt 18.6 KB
13. Data Capstone Project/3. 911 Calls Solutions - Part 1.vtt 18.6 KB
7. Python for Data Analysis - Pandas Exercises/3. SF Salaries Solutions.vtt 18.4 KB
27. APPENDIX OLD TENSORFLOW VIDEOS (Version 0.8)/7. Tensorflow Project Exercise - Solutions.vtt 18.2 KB
19. Decision Trees and Random Forests/2. Decision Trees and Random Forest with Python.vtt 18.0 KB
23. Recommender Systems/2. Recommender Systems with Python - Part 1.vtt 17.4 KB
18. K Nearest Neighbors/4. KNN Project Solutions.vtt 17.2 KB
6. Python for Data Analysis - Pandas/10. Operations.vtt 15.8 KB
8. Python for Data Visualization - Matplotlib/5. Matplotlib Part 3.vtt 15.8 KB
27. APPENDIX OLD TENSORFLOW VIDEOS (Version 0.8)/2. MNIST with Multi-Layer Perceptron - Part 1.vtt 15.7 KB
21. K Means Clustering/2. K Means with Python.vtt 15.5 KB
17. Logistic Regression/1. Logistic Regression Theory.vtt 15.4 KB
14. Introduction to Machine Learning/3. Introduction to Machine Learning.vtt 15.4 KB
23. Recommender Systems/3. Recommender Systems with Python - Part 2.vtt 15.3 KB
19. Decision Trees and Random Forests/4. Decision Trees and Random Forest Solutions Part 1.vtt 15.3 KB
4. Python Crash Course/8. Python Crash Course Exercises - Solutions.vtt 14.6 KB
6. Python for Data Analysis - Pandas/3. Series.vtt 13.9 KB
3. Jupyter Overview/3. Optional Virtual Environments.vtt 13.8 KB
26. Neural Nets and Deep Learning/10. Deep Learning Project - Solutions.vtt 13.3 KB
2. Environment Set-Up/1. Environment Set-up and Installation.vtt 13.2 KB
17. Logistic Regression/6. Logistic Regression Project Solutions.vtt 13.2 KB
9. Python for Data Visualization - Seaborn/4. Matrix Plots.vtt 13.1 KB
14. Introduction to Machine Learning/4. Machine Learning with Python.vtt 12.7 KB
26. Neural Nets and Deep Learning/6. MNIST - Part One.vtt 12.5 KB
12. Python for Data Visualization - Geographical Plotting/5. Choropleth Exercises - Solutions.vtt 12.4 KB
6. Python for Data Analysis - Pandas/9. Merging Joining and Concatenating.vtt 12.3 KB
25. Big Data and Spark with Python/3. Spark Overview.vtt 12.3 KB
10. Python for Data Visualization - Pandas Built-in Data Visualization/3. Pandas Data Visualization Exercise- Solutions.vtt 11.9 KB
20. Support Vector Machines/4. SVM Project Solutions.vtt 11.8 KB
27. APPENDIX OLD TENSORFLOW VIDEOS (Version 0.8)/5. TensorFlow with ContribLearn.vtt 11.6 KB
8. Python for Data Visualization - Matplotlib/7. Matplotlib Exercises - Solutions.vtt 11.4 KB
9. Python for Data Visualization - Seaborn/5. Grids.vtt 11.4 KB
6. Python for Data Analysis - Pandas/6. DataFrames - Part 3.vtt 11.2 KB
9. Python for Data Visualization - Seaborn/7. Style and Color.vtt 11.0 KB
25. Big Data and Spark with Python/11. Introduction to Spark and Python.vtt 11.0 KB
19. Decision Trees and Random Forests/5. Decision Trees and Random Forest Solutions Part 2.vtt 10.9 KB
17. Logistic Regression/4. Logistic Regression with Python - Part 3.vtt 10.5 KB
5. Python for Data Analysis - NumPy/6. Numpy Operations.vtt 9.7 KB
9. Python for Data Visualization - Seaborn/6. Regression Plots.vtt 9.3 KB
15. Linear Regression/4. Linear Regression with Python - Part 2.vtt 9.1 KB
9. Python for Data Visualization - Seaborn/9. Seaborn Exercise Solutions.vtt 9.1 KB
26. Neural Nets and Deep Learning/2. Neural Network Theory.vtt 9.0 KB
6. Python for Data Analysis - Pandas/8. Groupby.vtt 9.0 KB
19. Decision Trees and Random Forests/1. Introduction to Tree Methods.vtt 8.9 KB
16. Cross Validation and Bias-Variance Trade-Off/1. Bias Variance Trade-Off.vtt 8.8 KB
12. Python for Data Visualization - Geographical Plotting/3. Choropleth Maps - Part 2 - World.vtt 8.0 KB
13. Data Capstone Project/9. Finance Project - Solutions Part 3.vtt 8.0 KB
26. Neural Nets and Deep Learning/3. What is TensorFlow.vtt 7.9 KB
6. Python for Data Analysis - Pandas/7. Missing Data.vtt 7.8 KB
18. K Nearest Neighbors/1. KNN Theory.vtt 7.2 KB
25. Big Data and Spark with Python/8. SSH with Mac or Linux.vtt 7.1 KB
25. Big Data and Spark with Python/2. Big Data Overview.vtt 7.1 KB
25. Big Data and Spark with Python/10. Lambda Expressions Review.vtt 7.0 KB
21. K Means Clustering/1. K Means Algorithm Theory.vtt 6.8 KB
24. Natural Language Processing/1. Natural Language Processing Theory.vtt 6.3 KB
25. Big Data and Spark with Python/5. AWS Account Set-Up.vtt 6.1 KB
23. Recommender Systems/1. Recommender Systems.vtt 6.1 KB
15. Linear Regression/1. Linear Regression Theory.vtt 6.0 KB
20. Support Vector Machines/1. SVM Theory.vtt 5.9 KB
1. Course Introduction/1. Introduction to the Course.vtt 5.3 KB
1. Course Introduction/3. Course FAQs.html 5.3 KB
4. Python Crash Course/7. Python Crash Course Exercises - Overview.vtt 5.3 KB
12. Python for Data Visualization - Geographical Plotting/4. Choropleth Exercises.vtt 5.2 KB
26. Neural Nets and Deep Learning/9. Deep Learning Project.vtt 5.1 KB
11. Python for Data Visualization - Plotly and Cufflinks/1. Introduction to Plotly and Cufflinks.vtt 4.9 KB
13. Data Capstone Project/6. Finance Data Project Overview.vtt 4.9 KB
8. Python for Data Visualization - Matplotlib/2. Introduction to Matplotlib.vtt 4.7 KB
19. Decision Trees and Random Forests/3. Decision Trees and Random Forest Project Overview.vtt 4.5 KB
22. Principal Component Analysis/1. Principal Component Analysis.vtt 4.4 KB
21. K Means Clustering/3. K Means Project Overview.vtt 4.3 KB
5. Python for Data Analysis - NumPy/7. Numpy Exercises Overview.vtt 4.3 KB
9. Python for Data Visualization - Seaborn/1. Introduction to Seaborn.vtt 4.1 KB
15. Linear Regression/5. Linear Regression Project Overview.vtt 3.6 KB
27. APPENDIX OLD TENSORFLOW VIDEOS (Version 0.8)/6. Tensorflow Project Exercise Overview.vtt 3.5 KB
7. Python for Data Analysis - Pandas Exercises/4. Ecommerce Purchases Exercise Overview.vtt 3.4 KB
20. Support Vector Machines/3. SVM Project Overview.vtt 3.4 KB
13. Data Capstone Project/2. 911 Calls Project Overview.vtt 3.3 KB
24. Natural Language Processing/5. NLP Project Overview.vtt 3.2 KB
28. BONUS DISCOUNT COUPONS FOR OTHER COURSES/1. Bonus Lecture Coupons.html 3.2 KB
7. Python for Data Analysis - Pandas Exercises/1. SF Salaries Exercise Overview.vtt 3.0 KB
5. Python for Data Analysis - NumPy/2. Introduction to Numpy.vtt 3.0 KB
9. Python for Data Visualization - Seaborn/8. Seaborn Exercise Overview.vtt 2.6 KB
26. Neural Nets and Deep Learning/4. Installing Tensorflow 1.10.vtt 2.6 KB
8. Python for Data Visualization - Matplotlib/6. Matplotlib Exercises Overview.vtt 2.4 KB
17. Logistic Regression/5. Logistic Regression Project Overview.vtt 2.4 KB
6. Python for Data Analysis - Pandas/2. Introduction to Pandas.vtt 2.3 KB
4. Python Crash Course/2. Introduction to Python Crash Course.vtt 2.1 KB
10. Python for Data Visualization - Pandas Built-in Data Visualization/2. Pandas Data Visualization Exercise.vtt 2.0 KB
18. K Nearest Neighbors/3. KNN Project Overview.vtt 2.0 KB
25. Big Data and Spark with Python/4. Local Spark Set-Up.html 1.6 KB
12. Python for Data Visualization - Geographical Plotting/1. Introduction to Geographical Plotting.vtt 1.3 KB
1. Course Introduction/2. Course Help and Welcome.vtt 1.0 KB
5. Python for Data Analysis - NumPy/4. Quick Note on Array Indexing.html 1.0 KB
14. Introduction to Machine Learning/1. Welcome to the Machine Learning Section!.vtt 909 bytes
15. Linear Regression/2. model_selection Updates for SciKit Learn 0.18.html 845 bytes
8. Python for Data Visualization - Matplotlib/1. Welcome to the Data Visualization Section!.vtt 686 bytes
25. Big Data and Spark with Python/1. Welcome to the Big Data Section!.vtt 678 bytes
26. Neural Nets and Deep Learning/1. Welcome to the Deep Learning Section!.vtt 647 bytes
13. Data Capstone Project/1. Welcome to the Data Capstone Projects!.vtt 562 bytes
7. Python for Data Analysis - Pandas Exercises/2. Note on SF Salary Exercise.html 559 bytes
4. Python Crash Course/1. Welcome to the Python Crash Course Section!.vtt 511 bytes
6. Python for Data Analysis - Pandas/1. Welcome to the Pandas Section!.vtt 427 bytes
14. Introduction to Machine Learning/2. Link for ISLR.html 406 bytes
25. Big Data and Spark with Python/6. Quick Note on AWS Security.html 392 bytes
13. Data Capstone Project/5. Bank Data.html 363 bytes
5. Python for Data Analysis - NumPy/1. Welcome to the NumPy Section!.vtt 316 bytes
3. Jupyter Overview/1. Updates to Notebook Zip.html 197 bytes
25. Big Data and Spark with Python/9.1 Step by Step Guide for PySpark Set-up.html 158 bytes
25. Big Data and Spark with Python/5.1 Amazon Guide to Creating an AWS Account.html 146 bytes
25. Big Data and Spark with Python/8.1 Amazon Guide to SSH with Mac.html 140 bytes
[FreeCourseLab.com].url 126 bytes
14. Introduction to Machine Learning/2.1 ISLR 6th Edition PDF (Machine Learning Textbook).html 123 bytes
14. Introduction to Machine Learning/3.1 Link for ISLR.html 123 bytes
25. Big Data and Spark with Python/7.1 Amazon Guide to Using PuTTY for Windows SSH.html 122 bytes
13. Data Capstone Project/5.1 Download all_banks pickle file from this link.html 117 bytes
9. Python for Data Visualization - Seaborn/1.1 Link to Seaborn Documentation (updated).html 87 bytes

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