General
- StatQuest with Josh Starmer – a YouTube channel on Statistics, Machine Learning, and Data Science.
Statistics
- Seeing Theory – Statistics through Visuals – a visual introduction to probability and statistics.
- Fundamentals Of Statistics For Data Scientists and Analysts – an article covering most of the basics.
- Forget not that correlation does not equal causation:
Machine Learning
- Making Friends with Machine Learning: The Entire Course – 6.5 hours of Google’s legendary AI course designed to enlighten AI beginners, grow technology leaders, inform better citizens, and amuse AI experts!
- Machine Learning A-Z™ on Udemy
- MIT – Introduction to Machine Learning
- Your First Machine Learning Project in Python Step-By-Step
- Neural Networks and Deep Learning – a hands-on course in Data Science using Python & R with these datasets
- Text mining and word cloud fundamentals in R
- Decision Trees vs. Clustering
AI
Infographics
