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Learn AI from scratch

12 Modules · 60 Lessons

Recommended resources

Module 2

Mathematical Foundations: Representing Data

Module 3

Mathematical Foundations: Reasoning with Uncertainty

Module 4

Mathematical Foundations: The Mechanics of Learning

Module 5

Core Machine Learning Concepts

Module 6

Supervised Learning: Making Predictions

Module 7

Unsupervised Learning: Finding Patterns

Module 8

Foundations of Neural Networks

Module 9

Deep Learning Architectures

Module 10

AI and the Brain: Connections to Neuroscience

Module 11

AI Ethics and Societal Impact

Module 12

Practical Tools for AI