Udemy - Python Bootcamp for Data Science 2021 Numpy Pandas & Seaborn

Files:

• [CourseClub.ME].url (0.1 KB)
• [GigaCourse.Com].url (0.0 KB)

• 1. Course Introduction.mp4 (13.9 MB)
• 1. Course Introduction.srt (4.5 KB)
• 2. How to Download Course Notebooks.mp4 (38.1 MB)
• 2. How to Download Course Notebooks.srt (6.2 KB)
• 2.1 How to download course notebooks.pdf (140.2 KB)
• 3. Overview of Course Curriculum.mp4 (27.1 MB)
• 3. Overview of Course Curriculum.srt (5.9 KB)

• 1. Hierarchical Indexing.mp4 (31.2 MB)
• 1. Hierarchical Indexing.srt (6.5 KB)
• 2. Reordering and Sorting Index Levels.mp4 (14.3 MB)
• 2. Reordering and Sorting Index Levels.srt (3.0 KB)
• 3. Summary Statistics by Level.mp4 (17.3 MB)
• 3. Summary Statistics by Level.srt (4.1 KB)
• 4. Indexing with Columns in Dataframe.mp4 (23.1 MB)
• 4. Indexing with Columns in Dataframe.srt (5.0 KB)
• 5. Short Quiz.html (0.2 KB)

• 1. Merging Datasets on Keys (common columns).mp4 (36.9 MB)
• 1. Merging Datasets on Keys (common columns).srt (8.2 KB)
• 2. Merging Datasets on Index.mp4 (15.0 MB)
• 2. Merging Datasets on Index.srt (3.1 KB)
• 3. Concatenating Along an Axis.mp4 (30.1 MB)
• 3. Concatenating Along an Axis.srt (7.2 KB)
• 4. Short Quiz.html (0.2 KB)
• [CourseClub.Me].url (0.1 KB)
• [GigaCourse.Com].url (0.0 KB)

• 1. Reshaping by Stacking and Unstacking.mp4 (26.5 MB)
• 1. Reshaping by Stacking and Unstacking.srt (5.6 KB)
• 2. Reshaping by Melting (Wide to Long ).mp4 (9.5 MB)
• 2. Reshaping by Melting (Wide to Long ).srt (5.9 KB)
• 3. Reshaping by Pivoting (Long to Wide).mp4 (28.9 MB)
• 3. Reshaping by Pivoting (Long to Wide).srt (6.4 KB)
• 4. Short Quiz.html (0.2 KB)

• 1. Introducing Matplotlib Library.mp4 (11.5 MB)
• 1. Introducing Matplotlib Library.srt (3.2 KB)
• 10. Bar Plots with Dataframes.mp4 (20.6 MB)
• 10. Bar Plots with Dataframes.srt (4.2 KB)
• 11. Bar Plots with Seaborn.mp4 (25.7 MB)
• 11. Bar Plots with Seaborn.srt (5.6 KB)
• 12. Histograms and Density Plots.mp4 (27.8 MB)
• 12. Histograms and Density Plots.srt (5.1 KB)
• 13. Scatter Plots and Pair Plots.mp4 (35.8 MB)
• 13. Scatter Plots and Pair Plots.srt (5.4 KB)
• 14. Factor Plots for Categorical Data.mp4 (27.3 MB)
• 14. Factor Plots for Categorical Data.srt (6.4 KB)
• 15. Short Quiz.html (0.2 KB)
• 2. Creating Figures and Subplots.mp4 (31.2 MB)
• 2. Creating Figures and Subplots.srt (6.7 KB)
• 3. Changing Colors, Markers and Linestyle.mp4 (21.9 MB)
• 3. Changing Colors, Markers and Linestyle.srt (4.0 KB)
• 4. Customizing Ticks and Labels.mp4 (28.6 MB)
• 4. Customizing Ticks and Labels.srt (4.9 KB)
• 5. Adding Legends.mp4 (24.6 MB)
• 5. Adding Legends.srt (4.4 KB)
• 6. Adding Texts and Arrows on a Plot.mp4 (23.4 MB)
• 6. Adding Texts and Arrows on a Plot.srt (4.9 KB)
• 7. Adding Annotations and Drawings on a Plot.mp4 (31.5 MB)
• 7. Adding Annotations and Drawings on a Plot.srt (7.6 KB)
• 8. Saving Plots to a File.mp4 (18.1 MB)
• 8. Saving Plots to a File.srt (3.9 KB)
• 9. Line Plots with Dataframe.mp4 (26.7 MB)
• 9. Line Plots with Dataframe.srt (4.8 KB)

• 1. Date and time Data types.mp4 (20.2 MB)
• 1. Date and time Data types.srt (4.5 KB)
• 2. Converting Between String and Datetime.mp4 (25.9 MB)
• 2. Converting Between String and Datetime.srt (5.3 KB)
• 3. Basics of Time Series.mp4 (32.8 MB)
• 3. Basics of Time Series.srt (7.4 KB)
• 4. Generating Date Ranges.mp4 (29.5 MB)
• 4. Generating Date Ranges.srt (4.6 KB)
• 5. Shifting Data Through Time (Lagging and Leading).mp4 (33.2 MB)
• 5. Shifting Data Through Time (Lagging and Leading).srt (6.6 KB)
• 6. Handling Time Zone.mp4 (33.5 MB)
• 6. Handling Time Zone.srt (5.7 KB)
• 7. Resampling and Frequency Conversion.mp4 (23.1 MB)
• 7. Resampling and Frequency Conversion.srt (5.5 KB)
• 8. Rolling and Moving Windows.mp4 (29.8 MB)
• 8. Rolling and Moving Windows.srt (6.7 KB)
• 9. Short Quiz.html (0.2 KB)

• 1. Housing Dataset Analysis -Part One.mp4 (10.8 MB)
• 1. Housing Dataset Analysis -Part One.srt (4.2 KB)
• 2. Housing Dataset Analysis -Part Two.mp4 (23.3 MB)
• 2. Housing Dataset Analysis -Part Two.srt (4.2 KB)
• 3. Housing Dataset Analysis -Part Three.mp4 (29.7 MB)
• 3. Housing Dataset Analysis -Part Three.srt (4.5 KB)
• 4. Housing Dataset Analysis -Part Four.mp4 (31.9 MB)
• 4. Housing Dataset Analysis -Part Four.srt (6.2 KB)
• 5. Housing Dataset Analysis -Part Five.mp4 (40.0 MB)
• 5. Housing Dataset Analysis -Part Five.srt (8.7 KB)
• [CourseClub.Me].url (0.1 KB)
• [GigaCourse.Com].url (0.0 KB)

• 1. Decide Which Python Environment to Use.mp4 (12.0 MB)
• 1. Decide Which Python Environment to Use.srt (4.2 KB)
• 2. Local environment Installing Anaconda.mp4 (10.4 MB)
• 2. Local environment Installing Anaconda.srt (4.2 KB)
• 3. Cloud Environment Google Colab Jupyter Notebooks.mp4 (20.2 MB)
• 3. Cloud Environment Google Colab Jupyter Notebooks.srt (5.3 KB)

• 1. Running Jupyter Notebook.mp4 (28.8 MB)
• 1. Running Jupyter Notebook.srt (5.9 KB)

• Code:

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