Artificial Intelligence

AI Reading List

For newcomers to the field of artificial intelligence, prioritizing among endless AI resources can be an overwhelming challenge…

A Beginner’s Guide to AI/ML 🤖👶

The ultimate guide to machine learning. Simple, plain-English…

Machine Learning for Humans, Part 2.1: Supervised Learning

The two tasks of supervised learning…

Machine Learning for Humans, Part 2.2: Supervised Learning II

Classification with logistic regression…

Machine Learning for Humans, Part 2.3: Supervised Learning III

Non-parametric models: k-nearest neighbors, decision trees, and random forests. Introducing cross-validation, hyperparameter tuning, and…

Machine Learning for Humans, Part 3: Unsupervised Learning

Clustering and dimensionality reduction…

Machine Learning for Humans, Part 4: Neural Networks & Deep Learning

Where, why, where, and how deep…

Machine Learning for Humans, Part 5: Reinforcement Learning

Exploration and exploitation. Markov…

The Best Machine Learning Resources

A compendium of resources for crafting a curriculum on artificial intelligence, machine learning, and deep learning.

This article is an addendum to the series…