[UdemyCourseDownloader] Python for Data Science and Machine Learning Bootcamp

File Name

Size

26. Neural Nets and Deep Learning/8. Tensorflow Estimators.mp4

157 MB

udemycoursedownloader.com.url

132 B

1. Course Introduction/1. Introduction to the Course.mp4

29 MB

1. Course Introduction/1. Introduction to the Course.vtt

5.3 kB

1. Course Introduction/2. Course Help and Welcome.mp4

8.2 MB

1. Course Introduction/2. Course Help and Welcome.vtt

1.0 kB

1. Course Introduction/3. Course FAQs.html

5.3 kB

1. Course Introduction/Refactored_Py_DS_ML_Bootcamp-master/00-Welcome to the Course.ipynb

1015 B

1. Course Introduction/Refactored_Py_DS_ML_Bootcamp-master/01-Python-Crash-Course/01-Python Crash Course.ipynb

32 kB

1. Course Introduction/Refactored_Py_DS_ML_Bootcamp-master/01-Python-Crash-Course/02-Python Crash Course Exercises.ipynb

9.2 kB

1. Course Introduction/Refactored_Py_DS_ML_Bootcamp-master/01-Python-Crash-Course/03-Python Crash Course Exercises - Solutions.ipynb

10 kB

1. Course Introduction/Refactored_Py_DS_ML_Bootcamp-master/02-Python-for-Data-Analysis-NumPy/01-NumPy Arrays.ipynb

20 kB

1. Course Introduction/Refactored_Py_DS_ML_Bootcamp-master/02-Python-for-Data-Analysis-NumPy/02-Numpy Indexing and Selection.ipynb

14 kB

1. Course Introduction/Refactored_Py_DS_ML_Bootcamp-master/02-Python-for-Data-Analysis-NumPy/03-Numpy Operations.ipynb

7.3 kB

1. Course Introduction/Refactored_Py_DS_ML_Bootcamp-master/02-Python-for-Data-Analysis-NumPy/04-Numpy Exercises.ipynb

14 kB

1. Course Introduction/Refactored_Py_DS_ML_Bootcamp-master/02-Python-for-Data-Analysis-NumPy/05-Numpy Exercises - Solutions.ipynb

14 kB

1. Course Introduction/Refactored_Py_DS_ML_Bootcamp-master/03-Python-for-Data-Analysis-Pandas/01-Introduction to Pandas.ipynb

1.3 kB

1. Course Introduction/Refactored_Py_DS_ML_Bootcamp-master/03-Python-for-Data-Analysis-Pandas/02-Series.ipynb

8.6 kB

1. Course Introduction/Refactored_Py_DS_ML_Bootcamp-master/03-Python-for-Data-Analysis-Pandas/03-DataFrames.ipynb

58 kB

1. Course Introduction/Refactored_Py_DS_ML_Bootcamp-master/03-Python-for-Data-Analysis-Pandas/04-Missing Data.ipynb

7.5 kB

1. Course Introduction/Refactored_Py_DS_ML_Bootcamp-master/03-Python-for-Data-Analysis-Pandas/05-Groupby.ipynb

22 kB

1. Course Introduction/Refactored_Py_DS_ML_Bootcamp-master/03-Python-for-Data-Analysis-Pandas/06-Merging, Joining, and Concatenating.ipynb

38 kB

1. Course Introduction/Refactored_Py_DS_ML_Bootcamp-master/03-Python-for-Data-Analysis-Pandas/07-Operations.ipynb

22 kB

1. Course Introduction/Refactored_Py_DS_ML_Bootcamp-master/03-Python-for-Data-Analysis-Pandas/08-Data Input and Output.ipynb

54 kB

1. Course Introduction/Refactored_Py_DS_ML_Bootcamp-master/03-Python-for-Data-Analysis-Pandas/example

46 B

1. Course Introduction/Refactored_Py_DS_ML_Bootcamp-master/03-Python-for-Data-Analysis-Pandas/Excel_Sample.xlsx

5.4 kB

1. Course Introduction/Refactored_Py_DS_ML_Bootcamp-master/03-Python-for-Data-Analysis-Pandas/multi_index_example

560 B

1. Course Introduction/Refactored_Py_DS_ML_Bootcamp-master/04-Pandas-Exercises/01-SF Salaries Exercise.ipynb

19 kB

1. Course Introduction/Refactored_Py_DS_ML_Bootcamp-master/04-Pandas-Exercises/02-SF Salaries Exercise - Solutions.ipynb

20 kB

1. Course Introduction/Refactored_Py_DS_ML_Bootcamp-master/04-Pandas-Exercises/03-Ecommerce Purchases Exercise .ipynb

18 kB

1. Course Introduction/Refactored_Py_DS_ML_Bootcamp-master/04-Pandas-Exercises/04-Ecommerce Purchases Exercise - Solutions.ipynb

19 kB

1. Course Introduction/Refactored_Py_DS_ML_Bootcamp-master/04-Pandas-Exercises/Ecommerce Purchases

2.6 MB

1. Course Introduction/Refactored_Py_DS_ML_Bootcamp-master/04-Pandas-Exercises/Salaries.csv

16 MB

1. Course Introduction/Refactored_Py_DS_ML_Bootcamp-master/05-Data-Visualization-with-Matplotlib/01-Matplotlib Concepts Lecture.ipynb

283 kB

1. Course Introduction/Refactored_Py_DS_ML_Bootcamp-master/05-Data-Visualization-with-Matplotlib/02-Matplotlib Exercises.ipynb

117 kB

1. Course Introduction/Refactored_Py_DS_ML_Bootcamp-master/05-Data-Visualization-with-Matplotlib/03-Matplotlib Exercises - Solutions.ipynb

100 kB

1. Course Introduction/Refactored_Py_DS_ML_Bootcamp-master/05-Data-Visualization-with-Matplotlib/04-Advanced Matplotlib Concepts.ipynb

835 kB

1. Course Introduction/Refactored_Py_DS_ML_Bootcamp-master/06-Data-Visualization-with-Seaborn/01-Distribution Plots.ipynb

316 kB

1. Course Introduction/Refactored_Py_DS_ML_Bootcamp-master/06-Data-Visualization-with-Seaborn/02-Categorical Plots.ipynb

352 kB

1. Course Introduction/Refactored_Py_DS_ML_Bootcamp-master/06-Data-Visualization-with-Seaborn/03-Matrix Plots.ipynb

107 kB

1. Course Introduction/Refactored_Py_DS_ML_Bootcamp-master/06-Data-Visualization-with-Seaborn/04-Grids.ipynb

588 kB

1. Course Introduction/Refactored_Py_DS_ML_Bootcamp-master/06-Data-Visualization-with-Seaborn/05-Regression Plots.ipynb

398 kB

1. Course Introduction/Refactored_Py_DS_ML_Bootcamp-master/06-Data-Visualization-with-Seaborn/06-Style and Color.ipynb

122 kB

1. Course Introduction/Refactored_Py_DS_ML_Bootcamp-master/06-Data-Visualization-with-Seaborn/07-Seaborn Exercises.ipynb

145 kB

1. Course Introduction/Refactored_Py_DS_ML_Bootcamp-master/06-Data-Visualization-with-Seaborn/08-Seaborn Exercises - Solutions.ipynb

145 kB

1. Course Introduction/Refactored_Py_DS_ML_Bootcamp-master/07-Pandas-Built-in-Data-Viz/01-Pandas Built-in Data Visualization.ipynb

495 kB

1. Course Introduction/Refactored_Py_DS_ML_Bootcamp-master/07-Pandas-Built-in-Data-Viz/02-Pandas Data Visualization Exercise.ipynb

208 kB

1. Course Introduction/Refactored_Py_DS_ML_Bootcamp-master/07-Pandas-Built-in-Data-Viz/03-Pandas Data Visualization Exercise - Solutions.ipynb

208 kB

1. Course Introduction/Refactored_Py_DS_ML_Bootcamp-master/07-Pandas-Built-in-Data-Viz/df1

88 kB

1. Course Introduction/Refactored_Py_DS_ML_Bootcamp-master/07-Pandas-Built-in-Data-Viz/df2

779 B

1. Course Introduction/Refactored_Py_DS_ML_Bootcamp-master/07-Pandas-Built-in-Data-Viz/df3

38 kB

1. Course Introduction/Refactored_Py_DS_ML_Bootcamp-master/08-Plotly-and-Cufflinks/01-Plotly and Cufflinks.ipynb

1.8 MB

1. Course Introduction/Refactored_Py_DS_ML_Bootcamp-master/09-Geographical-Plotting/01-Choropleth Maps.ipynb

31 kB

1. Course Introduction/Refactored_Py_DS_ML_Bootcamp-master/09-Geographical-Plotting/02-Choropleth Maps Exercise.ipynb

13 kB

1. Course Introduction/Refactored_Py_DS_ML_Bootcamp-master/09-Geographical-Plotting/03-Choropleth Maps Exercise - Solutions.ipynb

15 kB

1. Course Introduction/Refactored_Py_DS_ML_Bootcamp-master/09-Geographical-Plotting/2011_US_AGRI_Exports

9.0 kB

1. Course Introduction/Refactored_Py_DS_ML_Bootcamp-master/09-Geographical-Plotting/2012_Election_Data

6.1 kB

1. Course Introduction/Refactored_Py_DS_ML_Bootcamp-master/09-Geographical-Plotting/2014_World_GDP

4.3 kB

1. Course Introduction/Refactored_Py_DS_ML_Bootcamp-master/09-Geographical-Plotting/2014_World_Power_Consumption

9.6 kB

1. Course Introduction/Refactored_Py_DS_ML_Bootcamp-master/09-Geographical-Plotting/plotly_cheat_sheet.pdf

2.8 MB

1. Course Introduction/Refactored_Py_DS_ML_Bootcamp-master/10-Data-Capstone-Projects/01-911 Calls Data Capstone Project.ipynb

311 kB

1. Course Introduction/Refactored_Py_DS_ML_Bootcamp-master/10-Data-Capstone-Projects/02-911 Calls Data Capstone Project - Solutions.ipynb

313 kB

1. Course Introduction/Refactored_Py_DS_ML_Bootcamp-master/10-Data-Capstone-Projects/03-Finance Project.ipynb

2.6 MB

1. Course Introduction/Refactored_Py_DS_ML_Bootcamp-master/10-Data-Capstone-Projects/04-Finance Project - Solutions.ipynb

2.6 MB

1. Course Introduction/Refactored_Py_DS_ML_Bootcamp-master/10-Data-Capstone-Projects/911.csv

18 MB

1. Course Introduction/Refactored_Py_DS_ML_Bootcamp-master/10-Data-Capstone-Projects/precipitation.html

1.5 MB

1. Course Introduction/Refactored_Py_DS_ML_Bootcamp-master/10-Data-Capstone-Projects/.ipynb_checkpoints/03-Finance Project-checkpoint.ipynb

2.6 MB

1. Course Introduction/Refactored_Py_DS_ML_Bootcamp-master/10-Data-Capstone-Projects/.ipynb_checkpoints/04-Finance Project - Solutions-checkpoint.ipynb

2.6 MB

2. Environment Set-Up/1. Environment Set-up and Installation.mp4

22 MB

2. Environment Set-Up/1. Environment Set-up and Installation.vtt

13 kB

3. Jupyter Overview/1. Updates to Notebook Zip.html

197 B

3. Jupyter Overview/2. Jupyter Notebooks.mp4

32 MB

3. Jupyter Overview/2. Jupyter Notebooks.vtt

20 kB

3. Jupyter Overview/3. Optional Virtual Environments.mp4

19 MB

3. Jupyter Overview/3. Optional Virtual Environments.vtt

14 kB

3. Jupyter Overview/Refactored_Py_DS_ML_Bootcamp-master/00-Welcome to the Course.ipynb

1015 B

3. Jupyter Overview/Refactored_Py_DS_ML_Bootcamp-master/01-Python-Crash-Course/01-Python Crash Course.ipynb

32 kB

3. Jupyter Overview/Refactored_Py_DS_ML_Bootcamp-master/01-Python-Crash-Course/02-Python Crash Course Exercises.ipynb

9.2 kB

3. Jupyter Overview/Refactored_Py_DS_ML_Bootcamp-master/01-Python-Crash-Course/03-Python Crash Course Exercises - Solutions.ipynb

10 kB

3. Jupyter Overview/Refactored_Py_DS_ML_Bootcamp-master/02-Python-for-Data-Analysis-NumPy/01-NumPy Arrays.ipynb

20 kB

3. Jupyter Overview/Refactored_Py_DS_ML_Bootcamp-master/02-Python-for-Data-Analysis-NumPy/02-Numpy Indexing and Selection.ipynb

14 kB

3. Jupyter Overview/Refactored_Py_DS_ML_Bootcamp-master/02-Python-for-Data-Analysis-NumPy/03-Numpy Operations.ipynb

7.3 kB

3. Jupyter Overview/Refactored_Py_DS_ML_Bootcamp-master/02-Python-for-Data-Analysis-NumPy/04-Numpy Exercises.ipynb

14 kB

3. Jupyter Overview/Refactored_Py_DS_ML_Bootcamp-master/02-Python-for-Data-Analysis-NumPy/05-Numpy Exercises - Solutions.ipynb

14 kB

3. Jupyter Overview/Refactored_Py_DS_ML_Bootcamp-master/03-Python-for-Data-Analysis-Pandas/01-Introduction to Pandas.ipynb

1.3 kB

3. Jupyter Overview/Refactored_Py_DS_ML_Bootcamp-master/03-Python-for-Data-Analysis-Pandas/02-Series.ipynb

8.6 kB

3. Jupyter Overview/Refactored_Py_DS_ML_Bootcamp-master/03-Python-for-Data-Analysis-Pandas/03-DataFrames.ipynb

58 kB

3. Jupyter Overview/Refactored_Py_DS_ML_Bootcamp-master/03-Python-for-Data-Analysis-Pandas/04-Missing Data.ipynb

7.5 kB

3. Jupyter Overview/Refactored_Py_DS_ML_Bootcamp-master/03-Python-for-Data-Analysis-Pandas/05-Groupby.ipynb

22 kB

3. Jupyter Overview/Refactored_Py_DS_ML_Bootcamp-master/03-Python-for-Data-Analysis-Pandas/06-Merging, Joining, and Concatenating.ipynb

38 kB

3. Jupyter Overview/Refactored_Py_DS_ML_Bootcamp-master/03-Python-for-Data-Analysis-Pandas/07-Operations.ipynb

22 kB

3. Jupyter Overview/Refactored_Py_DS_ML_Bootcamp-master/03-Python-for-Data-Analysis-Pandas/08-Data Input and Output.ipynb

54 kB

3. Jupyter Overview/Refactored_Py_DS_ML_Bootcamp-master/03-Python-for-Data-Analysis-Pandas/example

46 B

3. Jupyter Overview/Refactored_Py_DS_ML_Bootcamp-master/03-Python-for-Data-Analysis-Pandas/Excel_Sample.xlsx

5.4 kB

3. Jupyter Overview/Refactored_Py_DS_ML_Bootcamp-master/03-Python-for-Data-Analysis-Pandas/multi_index_example

560 B

3. Jupyter Overview/Refactored_Py_DS_ML_Bootcamp-master/04-Pandas-Exercises/01-SF Salaries Exercise.ipynb

19 kB

3. Jupyter Overview/Refactored_Py_DS_ML_Bootcamp-master/04-Pandas-Exercises/02-SF Salaries Exercise - Solutions.ipynb

20 kB

3. Jupyter Overview/Refactored_Py_DS_ML_Bootcamp-master/04-Pandas-Exercises/03-Ecommerce Purchases Exercise .ipynb

18 kB

3. Jupyter Overview/Refactored_Py_DS_ML_Bootcamp-master/04-Pandas-Exercises/04-Ecommerce Purchases Exercise - Solutions.ipynb

19 kB

3. Jupyter Overview/Refactored_Py_DS_ML_Bootcamp-master/04-Pandas-Exercises/Ecommerce Purchases

2.6 MB

3. Jupyter Overview/Refactored_Py_DS_ML_Bootcamp-master/04-Pandas-Exercises/Salaries.csv

1.1 MB

4. Python Crash Course/1. Welcome to the Python Crash Course Section!.mp4

4.0 MB

4. Python Crash Course/1. Welcome to the Python Crash Course Section!.vtt

511 B

4. Python Crash Course/2. Introduction to Python Crash Course.mp4

2.7 MB

4. Python Crash Course/2. Introduction to Python Crash Course.vtt

2.1 kB

4. Python Crash Course/3. Python Crash Course - Part 1.mp4

36 MB

4. Python Crash Course/3. Python Crash Course - Part 1.vtt

24 kB

4. Python Crash Course/4. Python Crash Course - Part 2.mp4

29 MB

4. Python Crash Course/4. Python Crash Course - Part 2.vtt

20 kB

4. Python Crash Course/5. Python Crash Course - Part 3.mp4

32 MB

4. Python Crash Course/5. Python Crash Course - Part 3.vtt

21 kB

4. Python Crash Course/6. Python Crash Course - Part 4.mp4

29 MB

4. Python Crash Course/6. Python Crash Course - Part 4.vtt

19 kB

4. Python Crash Course/7. Python Crash Course Exercises - Overview.mp4

9.4 MB

4. Python Crash Course/7. Python Crash Course Exercises - Overview.vtt

5.3 kB

4. Python Crash Course/8. Python Crash Course Exercises - Solutions.mp4

27 MB

4. Python Crash Course/8. Python Crash Course Exercises - Solutions.vtt

15 kB

5. Python for Data Analysis - NumPy/1. Welcome to the NumPy Section!.mp4

2.5 MB

5. Python for Data Analysis - NumPy/1. Welcome to the NumPy Section!.vtt

316 B

5. Python for Data Analysis - NumPy/2. Introduction to Numpy.mp4

4.1 MB

5. Python for Data Analysis - NumPy/2. Introduction to Numpy.vtt

3.0 kB

5. Python for Data Analysis - NumPy/3. Numpy Arrays.mp4

33 MB

5. Python for Data Analysis - NumPy/3. Numpy Arrays.vtt

20 kB

5. Python for Data Analysis - NumPy/4. Quick Note on Array Indexing.html

1.0 kB

5. Python for Data Analysis - NumPy/5. Numpy Array Indexing.mp4

37 MB

5. Python for Data Analysis - NumPy/5. Numpy Array Indexing.vtt

22 kB

5. Python for Data Analysis - NumPy/6. Numpy Operations.mp4

26 MB

5. Python for Data Analysis - NumPy/6. Numpy Operations.vtt

9.7 kB

5. Python for Data Analysis - NumPy/7. Numpy Exercises Overview.mp4

9.8 MB

5. Python for Data Analysis - NumPy/7. Numpy Exercises Overview.vtt

4.3 kB

5. Python for Data Analysis - NumPy/8. Numpy Exercises Solutions.mp4

38 MB

5. Python for Data Analysis - NumPy/8. Numpy Exercises Solutions.vtt

21 kB

6. Python for Data Analysis - Pandas/1. Welcome to the Pandas Section!.mp4

3.3 MB

6. Python for Data Analysis - Pandas/1. Welcome to the Pandas Section!.vtt

427 B

6. Python for Data Analysis - Pandas/2. Introduction to Pandas.mp4

3.2 MB

6. Python for Data Analysis - Pandas/2. Introduction to Pandas.vtt

2.3 kB

6. Python for Data Analysis - Pandas/3. Series.mp4

20 MB

6. Python for Data Analysis - Pandas/3. Series.vtt

14 kB

6. Python for Data Analysis - Pandas/4. DataFrames - Part 1.mp4

40 MB

6. Python for Data Analysis - Pandas/4. DataFrames - Part 1.vtt

19 kB

6. Python for Data Analysis - Pandas/5. DataFrames - Part 2.mp4

42 MB

6. Python for Data Analysis - Pandas/5. DataFrames - Part 2.vtt

22 kB

6. Python for Data Analysis - Pandas/6. DataFrames - Part 3.mp4

21 MB

6. Python for Data Analysis - Pandas/6. DataFrames - Part 3.vtt

11 kB

6. Python for Data Analysis - Pandas/7. Missing Data.mp4

12 MB

6. Python for Data Analysis - Pandas/7. Missing Data.vtt

7.8 kB

6. Python for Data Analysis - Pandas/8. Groupby.mp4

15 MB

6. Python for Data Analysis - Pandas/8. Groupby.vtt

9.0 kB

6. Python for Data Analysis - Pandas/9. Merging Joining and Concatenating.mp4

26 MB

6. Python for Data Analysis - Pandas/9. Merging Joining and Concatenating.vtt

12 kB

6. Python for Data Analysis - Pandas/10. Operations.mp4

24 MB

6. Python for Data Analysis - Pandas/10. Operations.vtt

16 kB

6. Python for Data Analysis - Pandas/11. Data Input and Output.mp4

37 MB

6. Python for Data Analysis - Pandas/11. Data Input and Output.vtt

19 kB

7. Python for Data Analysis - Pandas Exercises/1. SF Salaries Exercise Overview.mp4

6.8 MB

7. Python for Data Analysis - Pandas Exercises/1. SF Salaries Exercise Overview.vtt

3.0 kB

7. Python for Data Analysis - Pandas Exercises/2. Note on SF Salary Exercise.html

559 B

7. Python for Data Analysis - Pandas Exercises/3. SF Salaries Solutions.mp4

43 MB

7. Python for Data Analysis - Pandas Exercises/3. SF Salaries Solutions.vtt

18 kB

7. Python for Data Analysis - Pandas Exercises/4. Ecommerce Purchases Exercise Overview.mp4

7.4 MB

7. Python for Data Analysis - Pandas Exercises/4. Ecommerce Purchases Exercise Overview.vtt

3.4 kB

7. Python for Data Analysis - Pandas Exercises/5. Ecommerce Purchases Exercise Solutions.mp4

43 MB

7. Python for Data Analysis - Pandas Exercises/5. Ecommerce Purchases Exercise Solutions.vtt

19 kB

8. Python for Data Visualization - Matplotlib/1. Welcome to the Data Visualization Section!.mp4

5.2 MB

8. Python for Data Visualization - Matplotlib/1. Welcome to the Data Visualization Section!.vtt

686 B

8. Python for Data Visualization - Matplotlib/2. Introduction to Matplotlib.mp4

13 MB

8. Python for Data Visualization - Matplotlib/2. Introduction to Matplotlib.vtt

4.7 kB

8. Python for Data Visualization - Matplotlib/3. Matplotlib Part 1.mp4

36 MB

8. Python for Data Visualization - Matplotlib/3. Matplotlib Part 1.vtt

22 kB

8. Python for Data Visualization - Matplotlib/4. Matplotlib Part 2.mp4

32 MB

8. Python for Data Visualization - Matplotlib/4. Matplotlib Part 2.vtt

19 kB

8. Python for Data Visualization - Matplotlib/5. Matplotlib Part 3.mp4

27 MB

8. Python for Data Visualization - Matplotlib/5. Matplotlib Part 3.vtt

16 kB

8. Python for Data Visualization - Matplotlib/6. Matplotlib Exercises Overview.mp4

5.9 MB

8. Python for Data Visualization - Matplotlib/6. Matplotlib Exercises Overview.vtt

2.4 kB

8. Python for Data Visualization - Matplotlib/7. Matplotlib Exercises - Solutions.mp4

28 MB

8. Python for Data Visualization - Matplotlib/7. Matplotlib Exercises - Solutions.vtt

11 kB

9. Python for Data Visualization - Seaborn/1. Introduction to Seaborn.mp4

9.0 MB

9. Python for Data Visualization - Seaborn/1. Introduction to Seaborn.vtt

4.1 kB

9. Python for Data Visualization - Seaborn/1.1 Link to Seaborn Documentation (updated).html

87 B

9. Python for Data Visualization - Seaborn/2. Distribution Plots.mp4

51 MB

9. Python for Data Visualization - Seaborn/2. Distribution Plots.vtt

25 kB

9. Python for Data Visualization - Seaborn/3. Categorical Plots.mp4

38 MB

9. Python for Data Visualization - Seaborn/3. Categorical Plots.vtt

23 kB

9. Python for Data Visualization - Seaborn/4. Matrix Plots.mp4

22 MB

9. Python for Data Visualization - Seaborn/4. Matrix Plots.vtt

13 kB

9. Python for Data Visualization - Seaborn/5. Grids.mp4

20 MB

9. Python for Data Visualization - Seaborn/5. Grids.vtt

11 kB

9. Python for Data Visualization - Seaborn/6. Regression Plots.mp4

16 MB

9. Python for Data Visualization - Seaborn/6. Regression Plots.vtt

9.3 kB

9. Python for Data Visualization - Seaborn/7. Style and Color.mp4

19 MB

9. Python for Data Visualization - Seaborn/7. Style and Color.vtt

11 kB

9. Python for Data Visualization - Seaborn/8. Seaborn Exercise Overview.mp4

6.6 MB

9. Python for Data Visualization - Seaborn/8. Seaborn Exercise Overview.vtt

2.6 kB

9. Python for Data Visualization - Seaborn/9. Seaborn Exercise Solutions.mp4

18 MB

10. Python for Data Visualization - Pandas Built-in Data Visualization/1. Pandas Built-in Data Visualization.mp4

31 MB

10. Python for Data Visualization - Pandas Built-in Data Visualization/1. Pandas Built-in Data Visualization.vtt

19 kB

10. Python for Data Visualization - Pandas Built-in Data Visualization/2. Pandas Data Visualization Exercise.mp4

5.2 MB

10. Python for Data Visualization - Pandas Built-in Data Visualization/2. Pandas Data Visualization Exercise.vtt

2.0 kB

10. Python for Data Visualization - Pandas Built-in Data Visualization/3. Pandas Data Visualization Exercise- Solutions.mp4

29 MB

10. Python for Data Visualization - Pandas Built-in Data Visualization/3. Pandas Data Visualization Exercise- Solutions.vtt

12 kB

11. Python for Data Visualization - Plotly and Cufflinks/1. Introduction to Plotly and Cufflinks.mp4

12 MB

11. Python for Data Visualization - Plotly and Cufflinks/1. Introduction to Plotly and Cufflinks.vtt

4.9 kB

11. Python for Data Visualization - Plotly and Cufflinks/2. Plotly and Cufflinks.mp4

51 MB

11. Python for Data Visualization - Plotly and Cufflinks/2. Plotly and Cufflinks.vtt

25 kB

12. Python for Data Visualization - Geographical Plotting/1. Introduction to Geographical Plotting.mp4

1.9 MB

12. Python for Data Visualization - Geographical Plotting/1. Introduction to Geographical Plotting.vtt

1.3 kB

12. Python for Data Visualization - Geographical Plotting/2. Choropleth Maps - Part 1 - USA.mp4

46 MB

12. Python for Data Visualization - Geographical Plotting/2. Choropleth Maps - Part 1 - USA.vtt

24 kB

12. Python for Data Visualization - Geographical Plotting/3. Choropleth Maps - Part 2 - World.mp4

19 MB

12. Python for Data Visualization - Geographical Plotting/3. Choropleth Maps - Part 2 - World.vtt

8.0 kB

12. Python for Data Visualization - Geographical Plotting/4. Choropleth Exercises.mp4

11 MB

12. Python for Data Visualization - Geographical Plotting/4. Choropleth Exercises.vtt

5.2 kB

12. Python for Data Visualization - Geographical Plotting/5. Choropleth Exercises - Solutions.mp4

28 MB

12. Python for Data Visualization - Geographical Plotting/5. Choropleth Exercises - Solutions.vtt

12 kB

13. Data Capstone Project/1. Welcome to the Data Capstone Projects!.mp4

4.0 MB

13. Data Capstone Project/1. Welcome to the Data Capstone Projects!.vtt

562 B

13. Data Capstone Project/2. 911 Calls Project Overview.mp4

8.6 MB

13. Data Capstone Project/2. 911 Calls Project Overview.vtt

3.3 kB

13. Data Capstone Project/3. 911 Calls Solutions - Part 1.mp4

40 MB

13. Data Capstone Project/3. 911 Calls Solutions - Part 1.vtt

19 kB

13. Data Capstone Project/4. 911 Calls Solutions - Part 2.mp4

50 MB

13. Data Capstone Project/4. 911 Calls Solutions - Part 2.vtt

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13. Data Capstone Project/5. Bank Data.html

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13. Data Capstone Project/5.1 Download all_banks pickle file from this link.html

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13. Data Capstone Project/6. Finance Data Project Overview.mp4

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13. Data Capstone Project/7. Finance Project - Solutions Part 1.mp4

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13. Data Capstone Project/8. Finance Project - Solutions Part 2.mp4

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13. Data Capstone Project/9. Finance Project - Solutions Part 3.mp4

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13. Data Capstone Project/9. Finance Project - Solutions Part 3.vtt

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14. Introduction to Machine Learning/1. Welcome to the Machine Learning Section!.mp4

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14. Introduction to Machine Learning/1. Welcome to the Machine Learning Section!.vtt

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14. Introduction to Machine Learning/2. Link for ISLR.html

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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/2.2 Python DS Presentations.zip.zip

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14. Introduction to Machine Learning/3. Introduction to Machine Learning.mp4

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14. Introduction to Machine Learning/3. Introduction to Machine Learning.vtt

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14. Introduction to Machine Learning/3.1 Link for ISLR.html

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14. Introduction to Machine Learning/4. Machine Learning with Python.mp4

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14. Introduction to Machine Learning/4. Machine Learning with Python.vtt

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15. Linear Regression/1. Linear Regression Theory.mp4

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15. Linear Regression/1. Linear Regression Theory.vtt

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15. Linear Regression/2. model_selection Updates for SciKit Learn 0.18.html

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15. Linear Regression/3. Linear Regression with Python - Part 1.mp4

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15. Linear Regression/4. Linear Regression with Python - Part 2.mp4

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15. Linear Regression/4. Linear Regression with Python - Part 2.vtt

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15. Linear Regression/5. Linear Regression Project Overview.mp4

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15. Linear Regression/5. Linear Regression Project Overview.vtt

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15. Linear Regression/6. Linear Regression Project Solution.mp4

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15. Linear Regression/6. Linear Regression Project Solution.vtt

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16. Cross Validation and Bias-Variance Trade-Off/1. Bias Variance Trade-Off.mp4

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16. Cross Validation and Bias-Variance Trade-Off/1. Bias Variance Trade-Off.vtt

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17. Logistic Regression/1. Logistic Regression Theory.mp4

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17. Logistic Regression/2. Logistic Regression with Python - Part 1.mp4

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17. Logistic Regression/3. Logistic Regression with Python - Part 2.mp4

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17. Logistic Regression/4. Logistic Regression with Python - Part 3.mp4

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17. Logistic Regression/4. Logistic Regression with Python - Part 3.vtt

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17. Logistic Regression/5. Logistic Regression Project Overview.mp4

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17. Logistic Regression/5. Logistic Regression Project Overview.vtt

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17. Logistic Regression/6. Logistic Regression Project Solutions.mp4

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17. Logistic Regression/6. Logistic Regression Project Solutions.vtt

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18. K Nearest Neighbors/1. KNN Theory.mp4

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18. K Nearest Neighbors/1. KNN Theory.vtt

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18. K Nearest Neighbors/2. KNN with Python.mp4

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18. K Nearest Neighbors/2. KNN with Python.vtt

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18. K Nearest Neighbors/3. KNN Project Overview.mp4

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18. K Nearest Neighbors/3. KNN Project Overview.vtt

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18. K Nearest Neighbors/4. KNN Project Solutions.mp4

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18. K Nearest Neighbors/4. KNN Project Solutions.vtt

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19. Decision Trees and Random Forests/1. Introduction to Tree Methods.mp4

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19. Decision Trees and Random Forests/1. Introduction to Tree Methods.vtt

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19. Decision Trees and Random Forests/2. Decision Trees and Random Forest with Python.mp4

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19. Decision Trees and Random Forests/2. Decision Trees and Random Forest with Python.vtt

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19. Decision Trees and Random Forests/3. Decision Trees and Random Forest Project Overview.mp4

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19. Decision Trees and Random Forests/3. Decision Trees and Random Forest Project Overview.vtt

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19. Decision Trees and Random Forests/4. Decision Trees and Random Forest Solutions Part 1.mp4

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19. Decision Trees and Random Forests/5. Decision Trees and Random Forest Solutions Part 2.mp4

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19. Decision Trees and Random Forests/5. Decision Trees and Random Forest Solutions Part 2.vtt

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20. Support Vector Machines/1. SVM Theory.mp4

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20. Support Vector Machines/1. SVM Theory.vtt

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20. Support Vector Machines/2. Support Vector Machines with Python.mp4

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20. Support Vector Machines/2. Support Vector Machines with Python.vtt

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20. Support Vector Machines/3. SVM Project Overview.mp4

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20. Support Vector Machines/3. SVM Project Overview.vtt

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20. Support Vector Machines/4. SVM Project Solutions.mp4

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20. Support Vector Machines/4. SVM Project Solutions.vtt

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21. K Means Clustering/1. K Means Algorithm Theory.mp4

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21. K Means Clustering/1. K Means Algorithm Theory.vtt

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21. K Means Clustering/2. K Means with Python.mp4

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21. K Means Clustering/2. K Means with Python.vtt

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21. K Means Clustering/3. K Means Project Overview.mp4

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21. K Means Clustering/3. K Means Project Overview.vtt

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21. K Means Clustering/4. K Means Project Solutions.mp4

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21. K Means Clustering/4. K Means Project Solutions.vtt

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22. Principal Component Analysis/1. Principal Component Analysis.mp4

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22. Principal Component Analysis/1. Principal Component Analysis.vtt

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22. Principal Component Analysis/2. PCA with Python.mp4

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22. Principal Component Analysis/2. PCA with Python.vtt

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23. Recommender Systems/1. Recommender Systems.mp4

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23. Recommender Systems/2. Recommender Systems with Python - Part 1.mp4

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23. Recommender Systems/3. Recommender Systems with Python - Part 2.mp4

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24. Natural Language Processing/1. Natural Language Processing Theory.mp4

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24. Natural Language Processing/2. NLP with Python - Part 1.mp4

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24. Natural Language Processing/2. NLP with Python - Part 1.vtt

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24. Natural Language Processing/3. NLP with Python - Part 2.mp4

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24. Natural Language Processing/3. NLP with Python - Part 2.vtt

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24. Natural Language Processing/4. NLP with Python - Part 3.mp4

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24. Natural Language Processing/4. NLP with Python - Part 3.vtt

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24. Natural Language Processing/5. NLP Project Overview.mp4

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24. Natural Language Processing/5. NLP Project Overview.vtt

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24. Natural Language Processing/6. NLP Project Solutions.mp4

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24. Natural Language Processing/6. NLP Project Solutions.vtt

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25. Big Data and Spark with Python/1. Welcome to the Big Data Section!.mp4

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25. Big Data and Spark with Python/1. Welcome to the Big Data Section!.vtt

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25. Big Data and Spark with Python/2. Big Data Overview.mp4

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25. Big Data and Spark with Python/3. Spark Overview.mp4

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25. Big Data and Spark with Python/3. Spark Overview.vtt

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25. Big Data and Spark with Python/4. Local Spark Set-Up.html

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25. Big Data and Spark with Python/5. AWS Account Set-Up.mp4

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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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25. Big Data and Spark with Python/6. Quick Note on AWS Security.html

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25. Big Data and Spark with Python/7. EC2 Instance Set-Up.mp4

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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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25. Big Data and Spark with Python/8. SSH with Mac or Linux.mp4

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25. Big Data and Spark with Python/8.1 Amazon Guide to SSH with Mac.html

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25. Big Data and Spark with Python/9. PySpark Setup.mp4

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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/10. Lambda Expressions Review.mp4

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25. Big Data and Spark with Python/11. Introduction to Spark and Python.mp4

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25. Big Data and Spark with Python/12. RDD Transformations and Actions.mp4

56 MB

25. Big Data and Spark with Python/12. RDD Transformations and Actions.vtt

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26. Neural Nets and Deep Learning/1. Welcome to the Deep Learning Section!.mp4

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26. Neural Nets and Deep Learning/1. Welcome to the Deep Learning Section!.vtt

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26. Neural Nets and Deep Learning/2. Neural Network Theory.mp4

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26. Neural Nets and Deep Learning/2. Neural Network Theory.vtt

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26. Neural Nets and Deep Learning/3. What is TensorFlow.mp4

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26. Neural Nets and Deep Learning/3. What is TensorFlow.vtt

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26. Neural Nets and Deep Learning/4. Installing Tensorflow 1.10.mp4

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26. Neural Nets and Deep Learning/4. Installing Tensorflow 1.10.vtt

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26. Neural Nets and Deep Learning/5. TensorFlow Basics.mp4

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26. Neural Nets and Deep Learning/6. MNIST - Part One.mp4

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26. Neural Nets and Deep Learning/6. MNIST - Part One.vtt

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26. Neural Nets and Deep Learning/7. MNIST - Part Two.mp4

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26. Neural Nets and Deep Learning/7. MNIST - Part Two.vtt

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Udemy Course downloader.txt

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26. Neural Nets and Deep Learning/8. Tensorflow Estimators.vtt

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26. Neural Nets and Deep Learning/9. Deep Learning Project.mp4

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26. Neural Nets and Deep Learning/9. Deep Learning Project.vtt

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26. Neural Nets and Deep Learning/10. Deep Learning Project - Solutions.mp4

95 MB

26. Neural Nets and Deep Learning/10. Deep Learning Project - Solutions.vtt

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27. APPENDIX OLD TENSORFLOW VIDEOS (Version 0.8)/1. TensorFlow Installation.mp4

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27. APPENDIX OLD TENSORFLOW VIDEOS (Version 0.8)/1. TensorFlow Installation.vtt

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27. APPENDIX OLD TENSORFLOW VIDEOS (Version 0.8)/2. MNIST with Multi-Layer Perceptron - Part 1.mp4

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27. APPENDIX OLD TENSORFLOW VIDEOS (Version 0.8)/2. MNIST with Multi-Layer Perceptron - Part 1.vtt

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27. APPENDIX OLD TENSORFLOW VIDEOS (Version 0.8)/3. MNIST with Multi-Layer Perceptron - Part 2.mp4

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27. APPENDIX OLD TENSORFLOW VIDEOS (Version 0.8)/3. MNIST with Multi-Layer Perceptron - Part 2.vtt

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27. APPENDIX OLD TENSORFLOW VIDEOS (Version 0.8)/4. MNIST with Multi-Layer Perceptron - Part 3.mp4

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27. APPENDIX OLD TENSORFLOW VIDEOS (Version 0.8)/4. MNIST with Multi-Layer Perceptron - Part 3.vtt

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27. APPENDIX OLD TENSORFLOW VIDEOS (Version 0.8)/5. TensorFlow with ContribLearn.mp4

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27. APPENDIX OLD TENSORFLOW VIDEOS (Version 0.8)/5. TensorFlow with ContribLearn.vtt

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27. APPENDIX OLD TENSORFLOW VIDEOS (Version 0.8)/6. Tensorflow Project Exercise Overview.mp4

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27. APPENDIX OLD TENSORFLOW VIDEOS (Version 0.8)/6. Tensorflow Project Exercise Overview.vtt

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27. APPENDIX OLD TENSORFLOW VIDEOS (Version 0.8)/7. Tensorflow Project Exercise - Solutions.mp4

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27. APPENDIX OLD TENSORFLOW VIDEOS (Version 0.8)/7. Tensorflow Project Exercise - Solutions.vtt

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28. BONUS DISCOUNT COUPONS FOR OTHER COURSES/1. Bonus Lecture Coupons.html

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