Python

Python

Neural networks are the engine behind almost every major AI system in use today. This course introduces them in a way that is honest, practical, and genuinely interesting. You will not just be told that neural networks are powerful. You will build them, train them, break them, improve them, and understand why they behave the way they do.

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What You'll Learn

Phase 1: Understanding the Brain Behind AI
Module 1: What Is a Neural Network? — The Big Picture
Module 2: How a Network Learns — Weights, Loss, and Backpropagation
Phase 2: Building Your First Neural Networks
Module 3: Your First Neural Network in Python with Keras
Module 4: Training, Evaluation, and Reading the Results
Module 5: Improving Your Network — Activation Functions, Dropout, and Tuning
Phase 3: Neural Networks That See
Module 6: Convolutional Neural Networks — Teaching Machines to See
Module 7: Transfer Learning — Standing on the Shoulders of Giants
Phase 4: Capstone
Module 8: Capstone Project — Build, Train, and Present Your Own Network

Course Modules

Curriculum details are being updated.