Thread by @DeepMind

Looking for a few more favourite resources from the team? Today’s #AtHomeWithAI picks are from research scientist @TaylanCemgilML! (1/6)

His first recommendation is for those looking to learn about the basics of probabilistic reasoning and modelling.

He suggests “Bayesian Reasoning and Machine Learning” [longer read] by @davidobarber. Read it for free here: bit.ly/3cG99rS #AtHomeWithAI

Are you a beginner looking for a lesson on the Monte Carlo method?

Taylan’s own, “A Tutorial Introduction to Monte Carlo methods, Markov Chain Monte Carlo and Particle Filtering” is available here: bit.ly/3cAQ8XG #AtHomeWithAI

Want to understand what happens at the intersection of probability, analysis & geometry? He suggests reading Ramon van Handel's "Probability in High Dimension” to find out.

See the lecture notes from @Princeton here: bit.ly/2yOuyjT #AtHomeWithAI

Need something visual to follow along with? @TaylanCemgilML considers the @3blue1brown channel a favourite - describing the linear algebra & neural networks videos as particularly useful.

Watch them here: bit.ly/362p0OI #AtHomeWithAI

Taylan’s final recommendation is perfect for those looking for something interactive & hands on!

He suggests heading to @mbostock’s open-source visualisation library where there are over 900 notebooks to choose from. Check them out here: bit.ly/2y977RY #AtHomeWithAI