Python

Who is this built for?
Dates
What Students Learn
Python Setup
Google Colab
Variables, Loops, Conditionals
Functions
Version Control
Numpy Math
Pandas Tables
Matplotlib and Seaborn Plots
CSV / JSON Import Export
Cursor / Windsurf Ai tools
Copilot and Gemini prompting recipes
Decision trees
K-nearest neighbors
Neural networks
Convolutional neural networks
Recurrent neural networks
Data preprocessing techniques using NumPy and Pandas
Data visualization with Matplotlib
Intro to statistics crash course
Real-world mini-projects involving sample datasets