Technology

AI & Data Science

Machine learning, data and intelligent systems

3 areas 6 topics 16 free resources
More in Technology
Computer Science AI & Data Science Engineering

Topics

Pick a topic

Foundations

Start here: what AI is and how machines learn

8 resources
Machine learning Teaching computers to learn from data 6 resources AI basics What AI is, how it works and where it is going 2 resources

Advanced methods

Neural networks and learning agents

4 resources
Deep learning Neural networks, language models, vision and generative AI 2 resources Reinforcement learning Agents that learn by trial and error 2 resources

AI in practice

Working with data, responsibly

7 resources
Data science & engineering Analysing data and putting models into production 2 resources AI ethics & safety Making AI fair, trustworthy and safe 5 resources

New to AI & Data Science?

Great places to start

YouTube Staff pick DeepMind · YouTube / DeepMind

AlphaGo - The Movie

A gripping documentary following DeepMind's AlphaGo defeating the world's best Go player. The best possible hook - show… Beginner 2 – 10 hrs Documentary No prerequisites View YouTube Staff pick Grant Sanderson (3Blue1Brown) · YouTube / 3Blue1Brown

But what is a neural network?

The most-watched AI explainer on YouTube - a 15-minute visual tour of neural networks layers and learning. The ideal fi… Beginner Under 30 min Single video No prerequisites View E Website Staff pick University of Helsinki & Reaktor · elementsofai.com / University of Helsinki

Elements of AI

A friendly free intro to AI for non-technical learners - what AI is how it works and how it affects society. 1 million+… Beginner 2 – 10 hrs Interactive tutorial Exercises Certificate No prerequisites View N YouTube Staff pick Grant Sanderson (3Blue1Brown) · YouTube / 3Blue1Brown

Neural Networks - 3Blue1Brown

The iconic neural networks series - gradient descent backpropagation and how networks actually learn built up visually … Beginner Under 30 min Video series No prerequisites View

Missing a great AI & Data Science resource?

Suggest it and we'll credit you when it's added.

Suggest a resource