AI educator

Josh Starmer

StatQuest

Excellent plain-language explanations for statistics and machine learning concepts that underpin modern AI.

Start with: Use StatQuest for concepts that block you while taking more applied AI courses.

Videos

Educator videos are listed first. Similar videos are labelled and included when they cover the same skills or adjacent topics.

Josh Starmer starting video

Educator video

StatQuest · ML foundations, Statistics, Neural networks

Machine learning crash course

Neural networks from scratch

ML Zoomcamp supervised learning

Skills

Learner questions

Who should learn from Josh Starmer?

Visual learners and ML beginners should start here when they need ml foundations, statistics, and neural networks. The strongest fit is a learner who wants material in these formats: youtube videos, courses, books.

What should I do first?

Use StatQuest for concepts that block you while taking more applied AI courses. After that, open one related resource below and write down the exact workflow, concept, or implementation pattern you want to apply.

What problem does this help with?

Excellent plain-language explanations for statistics and machine learning concepts that underpin modern AI. Use this profile when you are comparing educators by topic, level, format, and practical usefulness rather than browsing random AI content.

How do I compare this with other educators?

Compare the skill coverage, the starting recommendation, and the related videos. If you need ml foundations, search the directory for that skill and shortlist three profiles before committing to a course, book, or playlist.

Related resources

Resource	Kind	Level	Use when
Neural Networks: Zero to Hero Andrej Karpathy	Video course	Intermediate	You want to understand neural networks and language models from code.
Google Machine Learning Crash Course Google for Developers	Free course	Beginner	You need practical ML vocabulary before deeper AI engineering.
Kaggle Intro to Machine Learning Kaggle	Micro-course	Beginner	You need small exercises for ML basics.
StatQuest Neural Networks Josh Starmer	Video lesson	Beginner	You want a plain-language explanation of neural-network basics.
3Blue1Brown Neural Networks 3Blue1Brown	Video series	Beginner to intermediate	You need visual intuition for neural networks.
DeepLearning.AI Short Courses Andrew Ng	Short courses	Beginner to advanced	Use this when you want Andrew Ng's material for prompting and related AI skills.
Neural Networks: Zero to Hero Andrej Karpathy	YouTube course	Intermediate	Use this when you want Andrej Karpathy's material for neural networks and related AI skills.
Machine Learning Crash Course Google for Developers	Course	Beginner	Use this when you want Google for Developers's material for ml foundations and related AI skills.
StatQuest Josh Starmer	YouTube videos	Beginner to intermediate	Use this when you want Josh Starmer's material for ml foundations and related AI skills.
Neural Networks series 3Blue1Brown	Animated videos	Beginner to intermediate	Use this when you want 3Blue1Brown's material for neural networks and related AI skills.