Links and Resources

Blogs

• Judea Pearl
• Andrew Gelman
• Harvard DataSmart
• ChiHackNight
• Marcos López de Prado
• Alpha Architect
• Aswath Damodaran
• Practical Data Science for Stats - a PeerJ Collection
• Data Elixir Readings
• 538.com
• Linear Digressions Podcast
• Stanford NLP Blog
• Driven Data
• Stat 701
• Dirk Eddelbuettel
• Google AI Education
• Netflix Tech Blog
• Techniques to improve the accuracy of your Predictive Models
• Flowing Data
• Variance Explained

Books

• CASI
• ISLR (Slides and Videos)
• Forecasting: Principles and Practice

Videos

• "The Statistical Crisis in Science and How to Move Forward" Andrew Gelman, Columbia University
• "No Bullshit Data Science"
• Andrew Ng's Machine Learning Course

Facts are stubborn things; and whatever may be our wishes, our inclinations, or the dictates of our passion, they cannot alter the state of facts and evidence.
— John Adams