செய்யறிவின் வரலாறும் அடிப்படைகளும்
Session 1 · 35 slides
AI History & Fundamentals — covers the origins of Artificial Intelligence from Alan Turing's work to today's ChatGPT. Topics include rule-based AI, the AI winters, the deep learning revolution, and current large language models.
அறிவின் அடுக்குகள் / Layers of Intelligence
Session 2 · 28 slides · Available in தமிழ் & English
AI, Machine Learning, Deep Learning & Generative AI — covers how these four layers nest inside each other, from narrow vs general AI to GANs, Transformers, and the miracle of scale behind today's LLMs.
மொழியும் இயந்திரங்களும் / Language & Machines
Session 3 · Interactive Code Examples · Available in தமிழ் & English
Natural Language Processing (NLP) — covers how machines understand human language, from tokenization and sentiment analysis to transformers and attention mechanisms. Features live Python code execution for hands-on learning of NLP concepts.
Hands-on Notebook 1
Interactive Google Colab notebook — Part 1 of the practical exercises for the Explore ML mini-course.
Open ColabHands-on Notebook 2
Interactive Google Colab notebook — Part 2 of the practical exercises for the Explore ML mini-course.
Open ColabHands-on Notebook 3
Interactive Google Colab Notebook — Part 3: Teaching AI to do math. Explore a 'Hello World' neural network that learns basic addition by example.
Open Colab