Table of Contents
- Environmental Setup for Using Data Science Libraries in Python
- Exploring Numpy Library for Data Science in Python
- Exploring Array Manipulations in Numpy
- Exploring Scipy Library for Data Science in Python
- Line Plot exploration with Matplotlib Library
- Charting Data With Various Visuals Using Matplotlib
- Exploring Pandas Series for Data Science in Python
- Exploring Pandas Dataframe for Data Science in Python
- Advanced Dataframe Filtering Techniques
- Exploring Polars Library for Data Science in Python
- Exploring Expressions in Polars
- Exploring Seaborn Library for Data Science in Python
- Crafting Seaborn Plots: KDE, Line, Violin and Facets
- Integrating Data Science Libraries with ChatGPT Prompts
- Exploring Automated EDA Libraries for Machine Learning
- Case Study Using Python Data Science Libraries