Python for Data Science and Machine Learning Bootcamp

• Python for Data Science and Machine Learning Bootcamp
• 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.zip 52.5 MB
• 19. Decision Trees and Random Forests/4. Decision Trees and Random Forest Solutions Part 1.srt 200.2 MB
• 2. Environment Set-Up/1. Python Environment Setup.mp4 76.3 MB
• 2. Environment Set-Up/1. Python Environment Setup.srt 20 KB
• 2. Environment Set-Up/1.1 Py-DS-ML-Bootcamp-master.zip.zip 52.5 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.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 40.2 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 32.5 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 15.4 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 72.6 MB
• 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 42.3 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 44.5 MB
• 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
• 9. Python for Data Visualization - Seaborn/2. Distribution Plots.srt 28.5 KB
• 9. Python for Data Visualization - Seaborn/3. Categorical Plots.mp4 44.4 MB
• 9. Python for Data Visualization - Seaborn/3. Categorical Plots.srt 26 KB

No comments yet.