The hidden door to understanding the new AI-powered world opens when you learn how machines think, learn, and make decisions alongside humans… Page 3

You don’t need to be a maths genius to master AI—just basic coding, curiosity, and a step-by-step path from “What is AI?” to real projects… Page 3

Wake up, unlock your phone, follow maps, scroll social media—this module reveals how invisible AI helpers already shape your whole day… Page 15

Finally understand the difference between automation, machine learning, deep learning, and generative AI with simple stories and visuals… Page 18

See how AI changes jobs forever—discover new roles, shifting careers, and exactly how to stay future-proof in the age of intelligent machines… Page 22

Data is the fuel of AI—learn how everyday numbers, texts, and images become the raw material for smart predictions and decisions… Page 24

Structured vs unstructured data, features and labels—understand the real building blocks that every powerful AI model depends on… Page 27

Dive into practical Machine Learning: feature engineering, train–test splits, overfitting vs underfitting, and real metrics like accuracy, precision, and recall… Page 72

Build “Smart Image Classifier” projects with Convolutional Neural Networks and see how AI learns to recognise digits and objects from pixels… Page 84

Turn language into numbers and intelligence—clean text, tokenize, use embeddings, and build your own sentiment analysis model in Python… Page 96

Understand how Generative AI, Transformers, and LLMs like ChatGPT and Llama create new text, images, and code from what they’ve learned… Page 105

Master student-friendly prompt engineering and design your own “AI Study Assistant” that helps with coding, exams, and project planning… Page 118

Go beyond theory and build AI-powered web apps, call real LLM APIs, design business automations, and see how Ensolanka-style projects work in practice… Page 138

Finish your AI journey with a real portfolio, capstone project, and a personal AI Manifesto that declares how you will use AI responsibly in the world… Page 183