Resources

A cu­rated col­lec­tion of re­sources I find valu­able for learn­ing and stay­ing up-​to-​date.

Blogs

• Mind­ful Mod­eler by Christoph Mol­nar
• Simon Willi­son’s Weblog
• En­tropic Thoughts by Chris
• The Prag­matic En­gi­neer by Gergely Orosz
• In­ter­con­nects by Nathan Lam­bert
• Phil Eaton’s web­site
• Reg­is­ter Spill by Thorsten Ball

On­line books and re­sources

• Causal In­fer­ence for The Brave and True by Matheus Facure

Books

• The El­e­ments of Sta­tis­ti­cal Learn­ing by Hastie, Tib­shi­rani, and Fried­man
• Ma­chine Learn­ing: A Prob­a­bilis­tic Per­spec­tive by Kevin P. Mur­phy
• De­sign­ing Data-​Intensive Ap­pli­ca­tions by Mar­tin Klepp­mann
• The Prag­matic Pro­gram­mer by Hunt and Thomas

This page is con­tin­u­ously up­dated. If you have sug­ges­tions for re­sources that should be in­cluded, feel free to reach out.