Basketball and Data Science

Using basketball statistics to learn data science.

Table of Contents

1. Introduction to Python, Jupyter, and pandas
2. Visualizing Data with Plotly Express
3. Statistics with pandas
4. Markdown for Text Formatting
5. Data Cleaning
6. More Basketball Data
7. Design Thinking
8. Generative AI for Programming and Data Science
9. Machine Learning and Predictive Models
10. Project: Analyzing Basketball Performance
    • Example Projects