š What are you top general Machine Learning books ?
I would say:
š Deep Learning - Goodfellow, Bengio and Courville
š Artificial Intelligence: A Modern Approach - Russel & Norvig
š Pattern Recognition and Machine Learning - Bishop
#AI #ML #MachineLearning #book #books #recommendations #academia #question #discussion #media
@mat_kelcey Very cool way to list your favorite book. I should probably do something similar š
(I clearly haven't read AIMA from front to cover, far from it, its nothing to be ashamed of)
Understanding ML (https://www.cs.huji.ac.il/~shais/UnderstandingMachineLearning/) by Shai Shalev-Shwartz and Shai Ben-David.
Bayesian Data Analysis (http://www.stat.columbia.edu/~gelman/book/) by Andrew Gelman, John Carlin, Hal Stern, David Dunson, @avehtari and Donald Rubin.
Mathematics for Machine Learning (https://mml-book.github.io) by @deisenroth, Aldo Faisal and @chengsoonong.
I haven't read it yet, but it looks great:
Probabilistic Numerics (https://www.probabilistic-numerics.org/textbooks/) by @PhilippHennig, @maosbot and Hans Kersting.
mat_kelcey
Solal Nathan
Mathieu Alain
Kai
Andrea Jemmett