Python AI Curriculum Development

Python Programming Concepts
Interactive AI/Machine Learning Activities
Chat bot, Games, and Classification algorithms
Introduction to image recognition

From December 2019-April 2020, I developed an Adventures in AI course with DMA . This curriculum is intended for children aged 8 to 12. Students will spend a week in the summer learning principles of AI and python. They participate in interactive activities. The objectives are:

DMA course objectives

DMA course objectives

The course focused on:

  • Python basics
    • Data types
    • Variables
    • Conditionals
  • Data Visualization
    • Data Exploration
    • Jupyter notebooks: pandas
  • Arrays and Iteration
  • Machine Learning for kids problems
  • Statistical Methods