Fundamentals

Learning all new data science methods may make you overwhelmed, so understanding the fundamental math behind a new data science method is a nontrivial step to start as Leonardo da Vinci suggests “Simplicity is the ultimate sophistication.”

• Simply Statistics
• ASA STAT Trak
• Open-Source Data Science Master
• Probability Distributions

Useful RShiny Apps

• Distribution Calculator
• Demonstrations of basic concepts of statistics
• Power Analysis

Scalability

• Hired In Tech: System in Design

Blogs

• DeepMind
• Open AI
• Explosion AI
• AI trends
• Fast AI

Applications

• Quantopian: Investment Algorithms