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[Tutorialsplanet NET] Udemy - Build a Data Analysis Library from Scratch in Python
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Torrent Files List
1. Project Genesis (Size: 5.77 GB) (Files: 116)
1. Project Genesis
1. Project Overview.mp4
1. Project Overview.vtt
1.1 GitHub Home Page.html
2. Pandas Cub Examples.mp4
2. Pandas Cub Examples.vtt
3. Downloading the Material from GitHub.mp4
3. Downloading the Material from GitHub.vtt
10. Pivot Tables
1. Pivot Tables Part 1.mp4
1. Pivot Tables Part 1.vtt
2. Pivot Tables Part 2.mp4
2. Pivot Tables Part 2.vtt
3. Pivot Tables Part 3.mp4
3. Pivot Tables Part 3.vtt
4. Pivot Tables Part 4.mp4
4. Pivot Tables Part 4.vtt
5. Pivot Tables Part 5.mp4
5. Pivot Tables Part 5.vtt
11. Documentation, Strings, and Reading CSVs
1. Automatically Add Documentation.mp4
1. Automatically Add Documentation.vtt
2. String-only Methods.mp4
2. String-only Methods.vtt
3. The read_csv Function part 1.mp4
3. The read_csv Function part 1.vtt
4. The read_csv Function Part 2.mp4
4. The read_csv Function Part 2.vtt
5. Conclusion.mp4
5. Conclusion.vtt
2. Environment Setup
1. Opening the Project in VS Code.mp4
1. Opening the Project in VS Code.vtt
2. Setting up the Development Environment.mp4
2. Setting up the Development Environment.vtt
3. Test-Driven Development.mp4
3. Test-Driven Development.vtt
4. Installing an IPython Kernel for Jupyter.mp4
4. Installing an IPython Kernel for Jupyter.vtt
3. Getting Ready to Code
1. Inspecting the __init__.py File.mp4
1. Inspecting the __init__.py File.vtt
2. Importing Pandas Cub.mp4
2. Importing Pandas Cub.vtt
3. Manually Test in a Jupyter Notebook.mp4
3. Manually Test in a Jupyter Notebook.vtt
4. Getting Ready to Start.mp4
4. Getting Ready to Start.vtt
4. DataFrame Construction
1. Check DataFrame Constructor Input Types.mp4
1. Check DataFrame Constructor Input Types.vtt
2. Check Array Lengths.mp4
2. Check Array Lengths.vtt
3. Convert Unicode Arrays to Object.mp4
3. Convert Unicode Arrays to Object.vtt
5. Basic Properties and Visual Representation
1. Implementing the __len__ Special Method.mp4
1. Implementing the __len__ Special Method.vtt
2. Return Columns as a List.mp4
2. Return Columns as a List.vtt
3. Set New Column Names.mp4
3. Set New Column Names.vtt
4. The shape Property.mp4
4. The shape Property.vtt
5. Visual Notebook Representation.mp4
5. Visual Notebook Representation.vtt
6. The values Property.mp4
6. The values Property.vtt
7. The dtypes Property.mp4
7. The dtypes Property.vtt
6. Subset Selection
1. Select a Single Column.mp4
1. Select a Single Column.vtt
10. Create a New Column.mp4
10. Create a New Column.vtt
2. Select Multiple Columns.mp4
2. Select Multiple Columns.vtt
3. Boolean Selection.mp4
3. Boolean Selection.vtt
4. Check for Simultaneous Selection.mp4
4. Check for Simultaneous Selection.vtt
5. Select a Single Cell.mp4
5. Select a Single Cell.vtt
6. Select Rows as Booleans, Lists, or Slices.mp4
6. Select Rows as Booleans, Lists, or Slices.vtt
7. Multiple Column Simultaneous Selection.mp4
7. Multiple Column Simultaneous Selection.vtt
8. Column Slices.mp4
8. Column Slices.vtt
9. Tab Completion for Columns.mp4
9. Tab Completion for Columns.vtt
7. Basic Methods
1. head and tail Methods.mp4
1. head and tail Methods.vtt
2. Generic Aggregation Methods.mp4
2. Generic Aggregation Methods.vtt
3. The isna Method.mp4
3. The isna Method.vtt
4. The count Method.mp4
4. The count Method.vtt
5. The unique Method.mp4
5. The unique Method.vtt
6. The nunique Method.mp4
6. The nunique Method.vtt
8. Value Counts
1. The value_counts Method.mp4
1. The value_counts Method.vtt
2. Normalize value_counts.mp4
2. Normalize value_counts.vtt
9. Other Methods and Operators
1. The rename Method.mp4
1. The rename Method.vtt
2. The drop Method.mp4
2. The drop Method.vtt
3. Non-Aggregation Methods.mp4
3. Non-Aggregation Methods.vtt
4. The diff Method.mp4
4. The diff Method.vtt
5. The pct_change Method.mp4
5. The pct_change Method.vtt
6. Arithmetic and Comparison Operators.mp4
6. Arithmetic and Comparison Operators.vtt
7. The sort_values Method.mp4
7. The sort_values Method.vtt
8. The sample Method.mp4
8. The sample Method.vtt
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