Python Causality Handbook
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Free ML-focused causal inference guide
More resources on Causal Inference & Experiments
Causal Inference Book (Hernán)
Free PDF and course materials from Harvard
Mixtape.scunning.com
Free online book and resources by Scott Cunningham
The Causal
Chain of Events. Cause and Effect. We analyse what went right and what went wrong as we discover that many outcomes can be predicted, planned for and even prevented.
Experimentation
Come talk beer and beer science with some of homebrewing's favorite mad scientists. They'll explore the science of beer making and the art of fermenting the wildest and craziest things. It's like Mr. Wizard, Bill Nye the Science Guy and Click and Clack of Car Talk all met down at the local pub for a couple of pints! It's all about the homebrew with the authors of Simple Homebrewing and Experimental Homebrewing - Denny Conn and Drew Beechum
Causal Bandits
Causal Bandits Podcast with Alex Molak is here to help you learn about causality, causal AI and causal machine learning through the genius of others. The podcast focuses on causality from a number of different perspectives, finding common grounds between academia and industry, philosophy, theory and practice, and between different schools of thought, and traditions. Your host, Alex Molak is an a machine learning engineer, best-selling author, and an educator who decided to travel the world to record conversations with the most interesting minds in causality to share them with you.Enjoy and stay causal!Keywords: Causal AI, Causal Machine Le...
The Book of Why
The Book of Why - A book resource