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 5: Reinforcement Learning

Exploration and exploitation. Markov…

Machine Learning for Humans, Part 3: Unsupervised Learning

Clustering and dimensionality reduction…

Machine Learning for Humans, Part 2.2: Supervised Learning II

Classification with logistic regression…

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

Where, why, where, and how deep…

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…

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…

AI Reading List

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