Filename | Size |
| 1. Course Introduction/1. Introduction to the Course.mp4 | 43 MB |
| 1. Course Introduction/1. Introduction to the Course.srt | 5.9 KB |
| 1. Course Introduction/2. Course Help and Welcome.mp4 | 22.1 MB |
| 1. Course Introduction/2. Course Help and Welcome.srt | 1.1 KB |
| 1. Course Introduction/3. Course FAQs.html | 5.3 KB |
| 1. Course Introduction/3.1 Py_DS_ML_Bootcamp-master.zip | 52.5 MB |
| 2. Environment Set-Up/1. Python Environment Setup.mp4 | 76.3 MB |
| 2. Environment Set-Up/1. Python Environment Setup.srt | 21.3 KB |
| 2. Environment Set-Up/1.1 Py-DS-ML-Bootcamp-master.zip | 52.5 MB |
| 25. Neural Nets and Deep Learning/31. Tensorboard.mp4 | 144.2 MB |
| 3. Jupyter Overview/1. Updates to Notebook Zip.html | 197 B |
| 3. Jupyter Overview/2. Jupyter Notebooks.mp4 | 37.8 MB |
| 3. Jupyter Overview/2. Jupyter Notebooks.srt | 22.7 KB |
| 3. Jupyter Overview/2.1 Py-DS-ML-Bootcamp-master.zip | 52.5 MB |
| 3. Jupyter Overview/3. Optional Virtual Environments.mp4 | 21.8 MB |
| 3. Jupyter Overview/3. Optional Virtual Environments.srt | 15.4 KB |
| 3. Jupyter Overview/3.1 Updated Link to Manage Environments with Conda.html | 144 B |
| 4. Python Crash Course/1. Welcome to the Python Crash Course Section!.mp4 | 10.7 MB |
| 4. Python Crash Course/1. Welcome to the Python Crash Course Section!.srt | 553 B |
| 4. Python Crash Course/2. Introduction to Python Crash Course.mp4 | 3 MB |
| 4. Python Crash Course/2. Introduction to Python Crash Course.srt | 2.3 KB |
| 4. Python Crash Course/3. Python Crash Course - Part 1.mp4 | 40.1 MB |
| 4. Python Crash Course/3. Python Crash Course - Part 1.srt | 27.3 KB |
| 4. Python Crash Course/4. Python Crash Course - Part 2.mp4 | 32.2 MB |
| 4. Python Crash Course/4. Python Crash Course - Part 2.srt | 22.5 KB |
| 4. Python Crash Course/5. Python Crash Course - Part 3.mp4 | 35.8 MB |
| 4. Python Crash Course/5. Python Crash Course - Part 3.srt | 23.2 KB |
| 4. Python Crash Course/6. Python Crash Course - Part 4.mp4 | 32.6 MB |
| 4. Python Crash Course/6. Python Crash Course - Part 4.srt | 21.3 KB |
| 4. Python Crash Course/7. Python Crash Course Exercises - Overview.mp4 | 12.2 MB |
| 4. Python Crash Course/7. Python Crash Course Exercises - Overview.srt | 5.9 KB |
| 4. Python Crash Course/8. Python Crash Course Exercises - Solutions.mp4 | 34.4 MB |
| 4. Python Crash Course/8. Python Crash Course Exercises - Solutions.srt | 16.4 KB |
| 5. Python for Data Analysis - NumPy/1. Welcome to the NumPy Section!.mp4 | 7 MB |
| 5. Python for Data Analysis - NumPy/1. Welcome to the NumPy Section!.srt | 348 B |
| 5. Python for Data Analysis - NumPy/2. Introduction to Numpy.mp4 | 4.7 MB |
| 5. Python for Data Analysis - NumPy/2. Introduction to Numpy.srt | 3.3 KB |
| 5. Python for Data Analysis - NumPy/3. Numpy Arrays.mp4 | 38.1 MB |
| 5. Python for Data Analysis - NumPy/3. Numpy Arrays.srt | 22.9 KB |
| 5. Python for Data Analysis - NumPy/4. Quick Note on Array Indexing.html | 1 KB |
| 5. Python for Data Analysis - NumPy/5. Numpy Array Indexing.mp4 | 42.2 MB |
| 5. Python for Data Analysis - NumPy/5. Numpy Array Indexing.srt | 25.1 KB |
| 5. Python for Data Analysis - NumPy/6. Numpy Operations.mp4 | 30.1 MB |
| 5. Python for Data Analysis - NumPy/6. Numpy Operations.srt | 10.9 KB |
| 5. Python for Data Analysis - NumPy/7. Numpy Exercises Overview.mp4 | 12.2 MB |
| 5. Python for Data Analysis - NumPy/7. Numpy Exercises Overview.srt | 4.8 KB |
| 5. Python for Data Analysis - NumPy/8. Numpy Exercises Solutions.mp4 | 46.2 MB |
| 5. Python for Data Analysis - NumPy/8. Numpy Exercises Solutions.srt | 23.8 KB |
| 6. Python for Data Analysis - Pandas/1. Welcome to the Pandas Section!.mp4 | 9.1 MB |
| 6. Python for Data Analysis - Pandas/1. Welcome to the Pandas Section!.srt | 469 B |
| 6. Python for Data Analysis - Pandas/10. Operations.mp4 | 27.4 MB |
| 6. Python for Data Analysis - Pandas/10. Operations.srt | 17.8 KB |
| 6. Python for Data Analysis - Pandas/11. Data Input and Output.mp4 | 44.5 MB |
| 6. Python for Data Analysis - Pandas/11. Data Input and Output.srt | 21 KB |
| 6. Python for Data Analysis - Pandas/2. Introduction to Pandas.mp4 | 3.5 MB |
| 6. Python for Data Analysis - Pandas/2. Introduction to Pandas.srt | 2.6 KB |
| 6. Python for Data Analysis - Pandas/3. Series.mp4 | 22.7 MB |
| 6. Python for Data Analysis - Pandas/3. Series.srt | 15.5 KB |
| 6. Python for Data Analysis - Pandas/4. DataFrames - Part 1.mp4 | 45.6 MB |
| 6. Python for Data Analysis - Pandas/4. DataFrames - Part 1.srt | 21.3 KB |
| 6. Python for Data Analysis - Pandas/5. DataFrames - Part 2.mp4 | 49.9 MB |
| 6. Python for Data Analysis - Pandas/5. DataFrames - Part 2.srt | 25 KB |
| 6. Python for Data Analysis - Pandas/6. DataFrames - Part 3.mp4 | 24.3 MB |
| 6. Python for Data Analysis - Pandas/6. DataFrames - Part 3.srt | 12.5 KB |
| 6. Python for Data Analysis - Pandas/7. Missing Data.mp4 | 13.7 MB |
| 6. Python for Data Analysis - Pandas/7. Missing Data.srt | 8.7 KB |
| 6. Python for Data Analysis - Pandas/8. Groupby.mp4 | 16.7 MB |
| 6. Python for Data Analysis - Pandas/8. Groupby.srt | 10 KB |
| 6. Python for Data Analysis - Pandas/9. Merging Joining and Concatenating.mp4 | 30.4 MB |
| 6. Python for Data Analysis - Pandas/9. Merging Joining and Concatenating.srt | 13.6 KB |
| 7. Python for Data Analysis - Pandas Exercises/1. Note on SF Salary Exercise.html | 559 B |
| 7. Python for Data Analysis - Pandas Exercises/2. SF Salaries Exercise Overview.mp4 | 8.3 MB |
| 7. Python for Data Analysis - Pandas Exercises/2. SF Salaries Exercise Overview.srt | 3.4 KB |
| 7. Python for Data Analysis - Pandas Exercises/3. SF Salaries Solutions.mp4 | 51.8 MB |
| 7. Python for Data Analysis - Pandas Exercises/3. SF Salaries Solutions.srt | 20.7 KB |
| 7. Python for Data Analysis - Pandas Exercises/4. Ecommerce Purchases Exercise Overview.mp4 | 8.8 MB |
| 7. Python for Data Analysis - Pandas Exercises/4. Ecommerce Purchases Exercise Overview.srt | 3.8 KB |
| 7. Python for Data Analysis - Pandas Exercises/5. Ecommerce Purchases Exercise Solutions.mp4 | 52 MB |
| 7. Python for Data Analysis - Pandas Exercises/5. Ecommerce Purchases Exercise Solutions.srt | 21.3 KB |
| 8. Python for Data Visualization - Matplotlib/1. Welcome to the Data Visualization Section!.mp4 | 14.3 MB |
| 8. Python for Data Visualization - Matplotlib/1. Welcome to the Data Visualization Section!.srt | 748 B |
| 8. Python for Data Visualization - Matplotlib/2. Introduction to Matplotlib.mp4 | 16.3 MB |
| 8. Python for Data Visualization - Matplotlib/2. Introduction to Matplotlib.srt | 5.2 KB |
| 8. Python for Data Visualization - Matplotlib/3. Matplotlib Part 1.mp4 | 41.6 MB |
| 8. Python for Data Visualization - Matplotlib/3. Matplotlib Part 1.srt | 25.1 KB |
| 8. Python for Data Visualization - Matplotlib/4. Matplotlib Part 2.mp4 | 35.5 MB |
| 8. Python for Data Visualization - Matplotlib/4. Matplotlib Part 2.srt | 21.5 KB |
| 8. Python for Data Visualization - Matplotlib/5. Matplotlib Part 3.mp4 | 31.9 MB |
| 8. Python for Data Visualization - Matplotlib/5. Matplotlib Part 3.srt | 17.7 KB |
| 8. Python for Data Visualization - Matplotlib/6. Matplotlib Exercises Overview.mp4 | 7.7 MB |
| 8. Python for Data Visualization - Matplotlib/6. Matplotlib Exercises Overview.srt | 2.6 KB |
| 8. Python for Data Visualization - Matplotlib/7. Matplotlib Exercises - Solutions.mp4 | 32.8 MB |
| 8. Python for Data Visualization - Matplotlib/7. Matplotlib Exercises - Solutions.srt | 12.9 KB |
| 9. Python for Data Visualization - Seaborn/1. Introduction to Seaborn.mp4 | 11.6 MB |
| 9. Python for Data Visualization - Seaborn/1. Introduction to Seaborn.srt | 4.5 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 | 61.7 MB |
| Verify Files.txt | 1 KB |