AI & Machine Learning
Python Programming & AI Fundamentals · 12 to 18 years
This comprehensive course introduces students to Artificial Intelligence and Machine Learning. Starting from basics of Python programming, students progress through data handling, visualization, core ML concepts, and build real AI projects. By the end, students will understand how AI works and create their own intelligent applications — from quiz games to image classifiers and chatbots.
Why Kids Love This Course
Python programming from absolute scratch
Real AI & ML concepts — not just theory
Build image classifiers, chatbots & prediction models
Taught by IIT Bombay research students
All software free & open-source
Certificate of completion with skills summary
What You'll Learn
A structured, week-by-week curriculum designed to build skills progressively.
Introduction to Computers & Programming
Week 1
- ✓How computers work, what is programming, why Python
- ✓Variables, data types, input/output, first programs
- ✓Hands-on: Build a calculator program
Programming Fundamentals
Week 1
- ✓Conditional statements (if/else), loops (for/while)
- ✓Lists, collections, functions, basic debugging
- ✓Hands-on: Build a number guessing game
Introduction to Artificial Intelligence
Week 2
- ✓What is AI? Types of AI, AI in everyday life
- ✓What is Machine Learning? Supervised vs unsupervised learning
- ✓Interactive demo: Explore AI through games & simulations
Working with Data & Intro to ML
Week 2
- ✓Understanding data, CSV files, pandas & numpy libraries
- ✓Data visualization with charts & graphs (Matplotlib)
- ✓Hands-on: Analyze a real dataset & prepare for ML
Building Your First ML Model
Week 3
- ✓Classification, decision trees, training models step-by-step
- ✓Making predictions & evaluating accuracy with scikit-learn
- ✓Hands-on: Build & train a prediction model on real data
AI Projects & Future of AI
Week 3-4
- ✓Image recognition, Natural Language Processing, chatbots
- ✓AI ethics: bias, fairness & responsible AI development
- ✓Final project: Image classifier, recommendation system, or chatbot
Skills You'll Gain
Tools & Kits
- •Python 3
- •Jupyter Notebook
- •Matplotlib
- •Scikit-learn
- •Pandas & NumPy
- •Google Colab
Projects You'll Build
- 1Calculator Program
- 2Number Guessing Game
- 3Data Analysis Report
- 4Prediction Model
- 5AI Chatbot / Image Classifier