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[FreeCourseSite.com] Udemy - Python for Data Science and Machine Learning Bootcamp
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[FreeCourseSite.com] Udemy - Python for Data Science and Machine Learning Bootcamp
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收录时间:
2021-03-11
最近下载:
2024-12-10
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文件列表
26. Neural Nets and Deep Learning/8. Tensorflow Estimators.mp4
164.3 MB
26. Neural Nets and Deep Learning/10. Deep Learning Project - Solutions.mp4
99.2 MB
26. Neural Nets and Deep Learning/7. MNIST - Part Two.mp4
98.7 MB
2. Environment Set-Up/1. Python Environment Setup.mp4
80.1 MB
27. APPENDIX OLD TENSORFLOW VIDEOS (Version 0.8)/1. TensorFlow Installation.mp4
72.6 MB
25. Big Data and Spark with Python/7. EC2 Instance Set-Up.mp4
66.0 MB
25. Big Data and Spark with Python/9. PySpark Setup.mp4
63.3 MB
26. Neural Nets and Deep Learning/6. MNIST - Part One.mp4
61.2 MB
25. Big Data and Spark with Python/12. RDD Transformations and Actions.mp4
58.4 MB
18. K Nearest Neighbors/4. KNN Project Solutions.mp4
55.2 MB
1. Course Introduction/3.1 Py_DS_ML_Bootcamp-master.zip.zip
55.0 MB
2. Environment Set-Up/1.1 Py-DS-ML-Bootcamp-master.zip.zip
55.0 MB
3. Jupyter Overview/2.1 Py-DS-ML-Bootcamp-master.zip.zip
55.0 MB
9. Python for Data Visualization - Seaborn/2. Distribution Plots.mp4
53.9 MB
11. Python for Data Visualization - Plotly and Cufflinks/2. Plotly and Cufflinks.mp4
53.6 MB
13. Data Capstone Project/4. 911 Calls Solutions - Part 2.mp4
52.2 MB
24. Natural Language Processing/6. NLP Project Solutions.mp4
50.4 MB
20. Support Vector Machines/2. Support Vector Machines with Python.mp4
49.8 MB
13. Data Capstone Project/7. Finance Project - Solutions Part 1.mp4
49.6 MB
21. K Means Clustering/4. K Means Project Solutions.mp4
49.4 MB
12. Python for Data Visualization - Geographical Plotting/2. Choropleth Maps - Part 1 - USA.mp4
48.4 MB
18. K Nearest Neighbors/2. KNN with Python.mp4
48.2 MB
13. Data Capstone Project/8. Finance Project - Solutions Part 2.mp4
47.9 MB
15. Linear Regression/6. Linear Regression Project Solution.mp4
47.6 MB
27. APPENDIX OLD TENSORFLOW VIDEOS (Version 0.8)/4. MNIST with Multi-Layer Perceptron - Part 3.mp4
46.5 MB
15. Linear Regression/3. Linear Regression with Python - Part 1.mp4
45.4 MB
22. Principal Component Analysis/2. PCA with Python.mp4
45.3 MB
7. Python for Data Analysis - Pandas Exercises/5. Ecommerce Purchases Exercise Solutions.mp4
45.2 MB
7. Python for Data Analysis - Pandas Exercises/3. SF Salaries Solutions.mp4
44.8 MB
6. Python for Data Analysis - Pandas/5. DataFrames - Part 2.mp4
44.1 MB
24. Natural Language Processing/3. NLP with Python - Part 2.mp4
43.9 MB
17. Logistic Regression/2. Logistic Regression with Python - Part 1.mp4
43.4 MB
24. Natural Language Processing/2. NLP with Python - Part 1.mp4
42.1 MB
19. Decision Trees and Random Forests/2. Decision Trees and Random Forest with Python.mp4
42.0 MB
13. Data Capstone Project/3. 911 Calls Solutions - Part 1.mp4
41.7 MB
6. Python for Data Analysis - Pandas/4. DataFrames - Part 1.mp4
41.7 MB
9. Python for Data Visualization - Seaborn/3. Categorical Plots.mp4
40.4 MB
5. Python for Data Analysis - NumPy/8. Numpy Exercises Solutions.mp4
40.1 MB
24. Natural Language Processing/4. NLP with Python - Part 3.mp4
39.5 MB
27. APPENDIX OLD TENSORFLOW VIDEOS (Version 0.8)/7. Tensorflow Project Exercise - Solutions.mp4
39.3 MB
5. Python for Data Analysis - NumPy/5. Numpy Array Indexing.mp4
39.1 MB
6. Python for Data Analysis - Pandas/11. Data Input and Output.mp4
38.4 MB
27. APPENDIX OLD TENSORFLOW VIDEOS (Version 0.8)/3. MNIST with Multi-Layer Perceptron - Part 2.mp4
38.3 MB
8. Python for Data Visualization - Matplotlib/3. Matplotlib Part 1.mp4
37.9 MB
4. Python Crash Course/3. Python Crash Course - Part 1.mp4
37.5 MB
23. Recommender Systems/2. Recommender Systems with Python - Part 1.mp4
37.2 MB
23. Recommender Systems/3. Recommender Systems with Python - Part 2.mp4
36.1 MB
17. Logistic Regression/3. Logistic Regression with Python - Part 2.mp4
35.9 MB
5. Python for Data Analysis - NumPy/3. Numpy Arrays.mp4
35.1 MB
3. Jupyter Overview/2. Jupyter Notebooks.mp4
33.5 MB
4. Python Crash Course/5. Python Crash Course - Part 3.mp4
33.3 MB
8. Python for Data Visualization - Matplotlib/4. Matplotlib Part 2.mp4
33.1 MB
10. Python for Data Visualization - Pandas Built-in Data Visualization/1. Pandas Built-in Data Visualization.mp4
32.9 MB
26. Neural Nets and Deep Learning/5. TensorFlow Basics.mp4
32.5 MB
19. Decision Trees and Random Forests/4. Decision Trees and Random Forest Solutions Part 1.mp4
32.4 MB
17. Logistic Regression/6. Logistic Regression Project Solutions.mp4
31.7 MB
21. K Means Clustering/2. K Means with Python.mp4
31.4 MB
4. Python Crash Course/6. Python Crash Course - Part 4.mp4
30.7 MB
1. Course Introduction/1. Introduction to the Course.mp4
30.4 MB
14. Introduction to Machine Learning/3. Introduction to Machine Learning.mp4
30.3 MB
4. Python Crash Course/4. Python Crash Course - Part 2.mp4
30.3 MB
10. Python for Data Visualization - Pandas Built-in Data Visualization/3. Pandas Data Visualization Exercise- Solutions.mp4
30.0 MB
26. Neural Nets and Deep Learning/9. Deep Learning Project.mp4
29.5 MB
20. Support Vector Machines/4. SVM Project Solutions.mp4
29.5 MB
8. Python for Data Visualization - Matplotlib/7. Matplotlib Exercises - Solutions.mp4
29.1 MB
12. Python for Data Visualization - Geographical Plotting/5. Choropleth Exercises - Solutions.mp4
29.0 MB
8. Python for Data Visualization - Matplotlib/5. Matplotlib Part 3.mp4
28.6 MB
4. Python Crash Course/8. Python Crash Course Exercises - Solutions.mp4
28.6 MB
19. Decision Trees and Random Forests/5. Decision Trees and Random Forest Solutions Part 2.mp4
27.8 MB
6. Python for Data Analysis - Pandas/9. Merging Joining and Concatenating.mp4
27.4 MB
5. Python for Data Analysis - NumPy/6. Numpy Operations.mp4
26.7 MB
26. Neural Nets and Deep Learning/3. What is TensorFlow.mp4
26.3 MB
6. Python for Data Analysis - Pandas/10. Operations.mp4
25.3 MB
9. Python for Data Visualization - Seaborn/4. Matrix Plots.mp4
23.5 MB
27. APPENDIX OLD TENSORFLOW VIDEOS (Version 0.8)/2. MNIST with Multi-Layer Perceptron - Part 1.mp4
22.8 MB
17. Logistic Regression/1. Logistic Regression Theory.mp4
22.0 MB
6. Python for Data Analysis - Pandas/6. DataFrames - Part 3.mp4
21.9 MB
6. Python for Data Analysis - Pandas/3. Series.mp4
21.3 MB
9. Python for Data Visualization - Seaborn/9. Seaborn Exercise Solutions.mp4
21.0 MB
9. Python for Data Visualization - Seaborn/5. Grids.mp4
20.8 MB
27. APPENDIX OLD TENSORFLOW VIDEOS (Version 0.8)/5. TensorFlow with ContribLearn.mp4
20.5 MB
12. Python for Data Visualization - Geographical Plotting/3. Choropleth Maps - Part 2 - World.mp4
20.1 MB
9. Python for Data Visualization - Seaborn/7. Style and Color.mp4
19.9 MB
3. Jupyter Overview/3. Optional Virtual Environments.mp4
19.9 MB
17. Logistic Regression/4. Logistic Regression with Python - Part 3.mp4
17.8 MB
14. Introduction to Machine Learning/4. Machine Learning with Python.mp4
17.6 MB
13. Data Capstone Project/9. Finance Project - Solutions Part 3.mp4
17.4 MB
15. Linear Regression/4. Linear Regression with Python - Part 2.mp4
16.8 MB
25. Big Data and Spark with Python/11. Introduction to Spark and Python.mp4
16.5 MB
25. Big Data and Spark with Python/3. Spark Overview.mp4
16.5 MB
9. Python for Data Visualization - Seaborn/6. Regression Plots.mp4
16.2 MB
6. Python for Data Analysis - Pandas/8. Groupby.mp4
15.5 MB
8. Python for Data Visualization - Matplotlib/2. Introduction to Matplotlib.mp4
13.2 MB
11. Python for Data Visualization - Plotly and Cufflinks/1. Introduction to Plotly and Cufflinks.mp4
13.1 MB
26. Neural Nets and Deep Learning/2. Neural Network Theory.mp4
13.1 MB
13. Data Capstone Project/6. Finance Data Project Overview.mp4
12.8 MB
6. Python for Data Analysis - Pandas/7. Missing Data.mp4
12.7 MB
19. Decision Trees and Random Forests/1. Introduction to Tree Methods.mp4
12.7 MB
19. Decision Trees and Random Forests/3. Decision Trees and Random Forest Project Overview.mp4
12.5 MB
16. Cross Validation and Bias-Variance Trade-Off/1. Bias Variance Trade-Off.mp4
12.2 MB
12. Python for Data Visualization - Geographical Plotting/4. Choropleth Exercises.mp4
11.7 MB
25. Big Data and Spark with Python/5. AWS Account Set-Up.mp4
11.4 MB
15. Linear Regression/5. Linear Regression Project Overview.mp4
11.3 MB
25. Big Data and Spark with Python/2. Big Data Overview.mp4
10.4 MB
18. K Nearest Neighbors/1. KNN Theory.mp4
10.4 MB
5. Python for Data Analysis - NumPy/7. Numpy Exercises Overview.mp4
10.2 MB
21. K Means Clustering/1. K Means Algorithm Theory.mp4
10.1 MB
4. Python Crash Course/7. Python Crash Course Exercises - Overview.mp4
9.8 MB
25. Big Data and Spark with Python/10. Lambda Expressions Review.mp4
9.8 MB
21. K Means Clustering/3. K Means Project Overview.mp4
9.7 MB
25. Big Data and Spark with Python/8. SSH with Mac or Linux.mp4
9.6 MB
9. Python for Data Visualization - Seaborn/1. Introduction to Seaborn.mp4
9.5 MB
24. Natural Language Processing/1. Natural Language Processing Theory.mp4
9.3 MB
20. Support Vector Machines/1. SVM Theory.mp4
9.1 MB
20. Support Vector Machines/3. SVM Project Overview.mp4
9.0 MB
13. Data Capstone Project/2. 911 Calls Project Overview.mp4
9.0 MB
15. Linear Regression/1. Linear Regression Theory.mp4
9.0 MB
1. Course Introduction/2. Course Help and Welcome.mp4
8.7 MB
23. Recommender Systems/1. Recommender Systems.mp4
8.3 MB
7. Python for Data Analysis - Pandas Exercises/4. Ecommerce Purchases Exercise Overview.mp4
7.8 MB
27. APPENDIX OLD TENSORFLOW VIDEOS (Version 0.8)/6. Tensorflow Project Exercise Overview.mp4
7.7 MB
26. Neural Nets and Deep Learning/4. Installing Tensorflow 1.10.mp4
7.6 MB
14. Introduction to Machine Learning/1. Welcome to the Machine Learning Section!.mp4
7.6 MB
7. Python for Data Analysis - Pandas Exercises/2. SF Salaries Exercise Overview.mp4
7.1 MB
24. Natural Language Processing/5. NLP Project Overview.mp4
7.0 MB
9. Python for Data Visualization - Seaborn/8. Seaborn Exercise Overview.mp4
7.0 MB
22. Principal Component Analysis/1. Principal Component Analysis.mp4
6.5 MB
8. Python for Data Visualization - Matplotlib/6. Matplotlib Exercises Overview.mp4
6.1 MB
17. Logistic Regression/5. Logistic Regression Project Overview.mp4
5.6 MB
25. Big Data and Spark with Python/1. Welcome to the Big Data Section!.mp4
5.5 MB
8. Python for Data Visualization - Matplotlib/1. Welcome to the Data Visualization Section!.mp4
5.5 MB
10. Python for Data Visualization - Pandas Built-in Data Visualization/2. Pandas Data Visualization Exercise.mp4
5.4 MB
18. K Nearest Neighbors/3. KNN Project Overview.mp4
5.2 MB
26. Neural Nets and Deep Learning/1. Welcome to the Deep Learning Section!.mp4
5.2 MB
5. Python for Data Analysis - NumPy/2. Introduction to Numpy.mp4
4.4 MB
13. Data Capstone Project/1. Welcome to the Data Capstone Projects!.mp4
4.2 MB
4. Python Crash Course/1. Welcome to the Python Crash Course Section!.mp4
4.1 MB
12. Python for Data Visualization - Geographical Plotting/3. Choropleth Maps - Part 2 - World.vtt
3.7 MB
6. Python for Data Analysis - Pandas/1. Welcome to the Pandas Section!.mp4
3.4 MB
6. Python for Data Analysis - Pandas/2. Introduction to Pandas.mp4
3.3 MB
14. Introduction to Machine Learning/2.2 Python DS Presentations.zip.zip
2.9 MB
4. Python Crash Course/2. Introduction to Python Crash Course.mp4
2.8 MB
5. Python for Data Analysis - NumPy/1. Welcome to the NumPy Section!.mp4
2.6 MB
12. Python for Data Visualization - Geographical Plotting/1. Introduction to Geographical Plotting.mp4
2.0 MB
27. APPENDIX OLD TENSORFLOW VIDEOS (Version 0.8)/1. TensorFlow Installation.vtt
35.1 kB
25. Big Data and Spark with Python/9. PySpark Setup.vtt
33.0 kB
25. Big Data and Spark with Python/12. RDD Transformations and Actions.vtt
29.5 kB
26. Neural Nets and Deep Learning/8. Tensorflow Estimators.vtt
27.4 kB
9. Python for Data Visualization - Seaborn/2. Distribution Plots.vtt
26.1 kB
11. Python for Data Visualization - Plotly and Cufflinks/2. Plotly and Cufflinks.vtt
25.3 kB
4. Python Crash Course/3. Python Crash Course - Part 1.vtt
24.9 kB
24. Natural Language Processing/6. NLP Project Solutions.vtt
24.6 kB
18. K Nearest Neighbors/2. KNN with Python.vtt
24.4 kB
13. Data Capstone Project/4. 911 Calls Solutions - Part 2.vtt
24.2 kB
12. Python for Data Visualization - Geographical Plotting/2. Choropleth Maps - Part 1 - USA.vtt
24.0 kB
17. Logistic Regression/2. Logistic Regression with Python - Part 1.vtt
24.0 kB
15. Linear Regression/6. Linear Regression Project Solution.vtt
23.9 kB
15. Linear Regression/3. Linear Regression with Python - Part 1.vtt
23.9 kB
27. APPENDIX OLD TENSORFLOW VIDEOS (Version 0.8)/4. MNIST with Multi-Layer Perceptron - Part 3.vtt
23.9 kB
9. Python for Data Visualization - Seaborn/3. Categorical Plots.vtt
23.8 kB
25. Big Data and Spark with Python/7. EC2 Instance Set-Up.vtt
23.5 kB
13. Data Capstone Project/8. Finance Project - Solutions Part 2.vtt
23.2 kB
24. Natural Language Processing/3. NLP with Python - Part 2.vtt
23.1 kB
5. Python for Data Analysis - NumPy/5. Numpy Array Indexing.vtt
22.9 kB
8. Python for Data Visualization - Matplotlib/3. Matplotlib Part 1.vtt
22.9 kB
6. Python for Data Analysis - Pandas/5. DataFrames - Part 2.vtt
22.8 kB
20. Support Vector Machines/2. Support Vector Machines with Python.vtt
22.7 kB
13. Data Capstone Project/7. Finance Project - Solutions Part 1.vtt
22.3 kB
24. Natural Language Processing/4. NLP with Python - Part 3.vtt
22.0 kB
17. Logistic Regression/3. Logistic Regression with Python - Part 2.vtt
21.8 kB
22. Principal Component Analysis/2. PCA with Python.vtt
21.6 kB
5. Python for Data Analysis - NumPy/8. Numpy Exercises Solutions.vtt
21.6 kB
4. Python Crash Course/5. Python Crash Course - Part 3.vtt
21.2 kB
5. Python for Data Analysis - NumPy/3. Numpy Arrays.vtt
21.0 kB
27. APPENDIX OLD TENSORFLOW VIDEOS (Version 0.8)/3. MNIST with Multi-Layer Perceptron - Part 2.vtt
20.8 kB
21. K Means Clustering/4. K Means Project Solutions.vtt
20.8 kB
3. Jupyter Overview/2. Jupyter Notebooks.vtt
20.7 kB
4. Python Crash Course/4. Python Crash Course - Part 2.vtt
20.4 kB
24. Natural Language Processing/2. NLP with Python - Part 1.vtt
20.2 kB
26. Neural Nets and Deep Learning/7. MNIST - Part Two.vtt
19.9 kB
8. Python for Data Visualization - Matplotlib/4. Matplotlib Part 2.vtt
19.6 kB
26. Neural Nets and Deep Learning/5. TensorFlow Basics.vtt
19.6 kB
6. Python for Data Analysis - Pandas/4. DataFrames - Part 1.vtt
19.5 kB
4. Python Crash Course/6. Python Crash Course - Part 4.vtt
19.5 kB
7. Python for Data Analysis - Pandas Exercises/5. Ecommerce Purchases Exercise Solutions.vtt
19.4 kB
6. Python for Data Analysis - Pandas/11. Data Input and Output.vtt
19.2 kB
10. Python for Data Visualization - Pandas Built-in Data Visualization/1. Pandas Built-in Data Visualization.vtt
19.0 kB
13. Data Capstone Project/3. 911 Calls Solutions - Part 1.vtt
19.0 kB
7. Python for Data Analysis - Pandas Exercises/3. SF Salaries Solutions.vtt
18.8 kB
27. APPENDIX OLD TENSORFLOW VIDEOS (Version 0.8)/7. Tensorflow Project Exercise - Solutions.vtt
18.6 kB
19. Decision Trees and Random Forests/2. Decision Trees and Random Forest with Python.vtt
18.5 kB
2. Environment Set-Up/1. Python Environment Setup.vtt
18.1 kB
23. Recommender Systems/2. Recommender Systems with Python - Part 1.vtt
17.8 kB
18. K Nearest Neighbors/4. KNN Project Solutions.vtt
17.6 kB
6. Python for Data Analysis - Pandas/10. Operations.vtt
16.2 kB
8. Python for Data Visualization - Matplotlib/5. Matplotlib Part 3.vtt
16.2 kB
27. APPENDIX OLD TENSORFLOW VIDEOS (Version 0.8)/2. MNIST with Multi-Layer Perceptron - Part 1.vtt
16.1 kB
21. K Means Clustering/2. K Means with Python.vtt
15.9 kB
17. Logistic Regression/1. Logistic Regression Theory.vtt
15.8 kB
14. Introduction to Machine Learning/3. Introduction to Machine Learning.vtt
15.8 kB
23. Recommender Systems/3. Recommender Systems with Python - Part 2.vtt
15.7 kB
19. Decision Trees and Random Forests/4. Decision Trees and Random Forest Solutions Part 1.vtt
15.6 kB
4. Python Crash Course/8. Python Crash Course Exercises - Solutions.vtt
15.0 kB
6. Python for Data Analysis - Pandas/3. Series.vtt
14.2 kB
3. Jupyter Overview/3. Optional Virtual Environments.vtt
14.1 kB
17. Logistic Regression/6. Logistic Regression Project Solutions.vtt
13.5 kB
26. Neural Nets and Deep Learning/10. Deep Learning Project - Solutions.vtt
13.5 kB
9. Python for Data Visualization - Seaborn/4. Matrix Plots.vtt
13.4 kB
26. Neural Nets and Deep Learning/6. MNIST - Part One.vtt
13.1 kB
14. Introduction to Machine Learning/4. Machine Learning with Python.vtt
13.0 kB
12. Python for Data Visualization - Geographical Plotting/5. Choropleth Exercises - Solutions.vtt
12.7 kB
6. Python for Data Analysis - Pandas/9. Merging Joining and Concatenating.vtt
12.6 kB
25. Big Data and Spark with Python/3. Spark Overview.vtt
12.6 kB
10. Python for Data Visualization - Pandas Built-in Data Visualization/3. Pandas Data Visualization Exercise- Solutions.vtt
12.2 kB
20. Support Vector Machines/4. SVM Project Solutions.vtt
12.1 kB
27. APPENDIX OLD TENSORFLOW VIDEOS (Version 0.8)/5. TensorFlow with ContribLearn.vtt
11.9 kB
8. Python for Data Visualization - Matplotlib/7. Matplotlib Exercises - Solutions.vtt
11.7 kB
9. Python for Data Visualization - Seaborn/5. Grids.vtt
11.7 kB
6. Python for Data Analysis - Pandas/6. DataFrames - Part 3.vtt
11.5 kB
9. Python for Data Visualization - Seaborn/7. Style and Color.vtt
11.2 kB
25. Big Data and Spark with Python/11. Introduction to Spark and Python.vtt
11.2 kB
19. Decision Trees and Random Forests/5. Decision Trees and Random Forest Solutions Part 2.vtt
11.1 kB
17. Logistic Regression/4. Logistic Regression with Python - Part 3.vtt
10.8 kB
5. Python for Data Analysis - NumPy/6. Numpy Operations.vtt
10.0 kB
9. Python for Data Visualization - Seaborn/6. Regression Plots.vtt
9.5 kB
15. Linear Regression/4. Linear Regression with Python - Part 2.vtt
9.3 kB
9. Python for Data Visualization - Seaborn/9. Seaborn Exercise Solutions.vtt
9.3 kB
26. Neural Nets and Deep Learning/2. Neural Network Theory.vtt
9.3 kB
6. Python for Data Analysis - Pandas/8. Groupby.vtt
9.2 kB
19. Decision Trees and Random Forests/1. Introduction to Tree Methods.vtt
9.1 kB
16. Cross Validation and Bias-Variance Trade-Off/1. Bias Variance Trade-Off.vtt
9.0 kB
13. Data Capstone Project/9. Finance Project - Solutions Part 3.vtt
8.2 kB
26. Neural Nets and Deep Learning/3. What is TensorFlow.vtt
8.1 kB
6. Python for Data Analysis - Pandas/7. Missing Data.vtt
8.0 kB
18. K Nearest Neighbors/1. KNN Theory.vtt
7.4 kB
25. Big Data and Spark with Python/8. SSH with Mac or Linux.vtt
7.3 kB
25. Big Data and Spark with Python/2. Big Data Overview.vtt
7.2 kB
25. Big Data and Spark with Python/10. Lambda Expressions Review.vtt
7.2 kB
21. K Means Clustering/1. K Means Algorithm Theory.vtt
7.0 kB
24. Natural Language Processing/1. Natural Language Processing Theory.vtt
6.5 kB
25. Big Data and Spark with Python/5. AWS Account Set-Up.vtt
6.3 kB
23. Recommender Systems/1. Recommender Systems.vtt
6.3 kB
15. Linear Regression/1. Linear Regression Theory.vtt
6.1 kB
20. Support Vector Machines/1. SVM Theory.vtt
6.1 kB
1. Course Introduction/1. Introduction to the Course.vtt
5.5 kB
1. Course Introduction/3. Course FAQs.html
5.5 kB
4. Python Crash Course/7. Python Crash Course Exercises - Overview.vtt
5.5 kB
12. Python for Data Visualization - Geographical Plotting/4. Choropleth Exercises.vtt
5.3 kB
11. Python for Data Visualization - Plotly and Cufflinks/1. Introduction to Plotly and Cufflinks.vtt
5.1 kB
13. Data Capstone Project/6. Finance Data Project Overview.vtt
5.0 kB
8. Python for Data Visualization - Matplotlib/2. Introduction to Matplotlib.vtt
4.8 kB
19. Decision Trees and Random Forests/3. Decision Trees and Random Forest Project Overview.vtt
4.6 kB
26. Neural Nets and Deep Learning/9. Deep Learning Project.vtt
4.5 kB
22. Principal Component Analysis/1. Principal Component Analysis.vtt
4.5 kB
21. K Means Clustering/3. K Means Project Overview.vtt
4.4 kB
5. Python for Data Analysis - NumPy/7. Numpy Exercises Overview.vtt
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9. Python for Data Visualization - Seaborn/1. Introduction to Seaborn.vtt
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15. Linear Regression/5. Linear Regression Project Overview.vtt
3.7 kB
27. APPENDIX OLD TENSORFLOW VIDEOS (Version 0.8)/6. Tensorflow Project Exercise Overview.vtt
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7. Python for Data Analysis - Pandas Exercises/4. Ecommerce Purchases Exercise Overview.vtt
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20. Support Vector Machines/3. SVM Project Overview.vtt
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13. Data Capstone Project/2. 911 Calls Project Overview.vtt
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24. Natural Language Processing/5. NLP Project Overview.vtt
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7. Python for Data Analysis - Pandas Exercises/2. SF Salaries Exercise Overview.vtt
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5. Python for Data Analysis - NumPy/2. Introduction to Numpy.vtt
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9. Python for Data Visualization - Seaborn/8. Seaborn Exercise Overview.vtt
2.7 kB
26. Neural Nets and Deep Learning/4. Installing Tensorflow 1.10.vtt
2.7 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
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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
2.1 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
1.7 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
1.1 kB
5. Python for Data Analysis - NumPy/4. Quick Note on Array Indexing.html
1.1 kB
14. Introduction to Machine Learning/1. Welcome to the Machine Learning Section!.vtt
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15. Linear Regression/2. model_selection Updates for SciKit Learn 0.18.html
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8. Python for Data Visualization - Matplotlib/1. Welcome to the Data Visualization Section!.vtt
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25. Big Data and Spark with Python/1. Welcome to the Big Data Section!.vtt
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26. Neural Nets and Deep Learning/1. Welcome to the Deep Learning Section!.vtt
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13. Data Capstone Project/1. Welcome to the Data Capstone Projects!.vtt
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7. Python for Data Analysis - Pandas Exercises/1. Note on SF Salary Exercise.html
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28. BONUS SECTION THANK YOU!/1. Bonus Lecture.html
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4. Python Crash Course/1. Welcome to the Python Crash Course Section!.vtt
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6. Python for Data Analysis - Pandas/1. Welcome to the Pandas Section!.vtt
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14. Introduction to Machine Learning/2. Link for ISLR.html
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25. Big Data and Spark with Python/6. Quick Note on AWS Security.html
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13. Data Capstone Project/5. Bank Data.html
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5. Python for Data Analysis - NumPy/1. Welcome to the NumPy Section!.vtt
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3. Jupyter Overview/1. Updates to Notebook Zip.html
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25. Big Data and Spark with Python/9.1 Step by Step Guide for PySpark Set-up.html
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25. Big Data and Spark with Python/5.1 Amazon Guide to Creating an AWS Account.html
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3. Jupyter Overview/3.1 Updated Link to Manage Environments with Conda.html
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25. Big Data and Spark with Python/8.1 Amazon Guide to SSH with Mac.html
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0. Websites you may like/[FCS Forum].url
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0. Websites you may like/[FreeCourseSite.com].url
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14. Introduction to Machine Learning/2.1 ISLR 6th Edition PDF (Machine Learning Textbook).html
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14. Introduction to Machine Learning/3.1 Link for ISLR.html
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0. Websites you may like/[CourseClub.ME].url
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25. Big Data and Spark with Python/7.1 Amazon Guide to Using PuTTY for Windows SSH.html
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13. Data Capstone Project/5.1 Download all_banks pickle file from this link.html
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9. Python for Data Visualization - Seaborn/1.1 Link to Seaborn Documentation (updated).html
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