Same recipe as it has been: better algorithms and model architectures, continued focus on inference performance optimizations, improved hardware for inference, more efficient data center operations, etc. These things compound together pretty well, generally.
MACHINE LEARNING
-
Hands-On Genetic Algorithms with Python: Second Edition Book
By
–
Hands-On Genetic Algorithms with #Python — Apply genetic algorithms to solve real-world #AI and #MachineLearning problems [2nd Edition]: https://
amzn.to/3DDQUWs via @PacktDataML #ad 𝓚𝓮𝔂 𝓕𝓮𝓪𝓽𝓾𝓻𝓮𝓼:
Learn how to implement genetic algorithms using Python libraries -
MIT Free eBook: Mathematics for Computer Science 1048 Pages
By
–
[Download 1048-page PDF eBook] #Mathematics for Computer Science: https://
courses.csail.mit.edu/6.042/spring18
/mcs.pdf
… from @MIT @MIT_CSAIL —————
#ComputerScience #Algorithms #ComputationalScience -
MIT eBook on Algorithms for Decision-Making Available Online
By
–
[700-page PDF e-Book] #Algorithms for Decision-Making — brilliant and comprehensive eBook from MIT: http://
algorithmsbook.com/decisionmaking/ -
Updated Machine Learning Textbook PDF Available for Download
By
–
Download 674-page UPDATED PDF >> Introduction to Machine Learning (textbook on foundations, algorithms, and techniques): http://
arxiv.org/abs/2409.02668 #MachineLearning #DeepLearning #Mathematics #DataScience #DataScientist -
Free PDF eBook on Deep Learning by François Fleuret Available
By
–
[Download 185-page PDF eBook] The Little Book of #DeepLearning: http://
fleuret.org/public/lbdl.pdf by @francoisfleuret ————————
#AI #MachineLearning #NeuralNetworks #GenerativeAI #ML #DataScience #DataScientist #Mathematics #Algorithms #NLProc #ComputerVision -
Introduction to Reinforcement Learning Algorithms and Foundations
By
–
Introduction to various #ReinforcementLearning #Algorithms: http://
bit.ly/2UPHbSj
—————
#DataScience #AI #MachineLearning #ML #DeepLearning #DataMining #Mathematics #Gamification
—————
+
See this foundational book (2nd edition): http://
amzn.to/3UtbeAa -
Machine Learning Refined: Foundations, Algorithms, and Python Applications
By
–
#MachineLearning Refined — Foundations, #Algorithms, and Applications (with 100 in-depth coding exercises in #Python): http://
amzn.to/3EblXVx —————
#Coding #DataScience #ML #AI #DeepLearning #NeuralNetworks #Mathematics #DataScientist -
Bayesian Machine Learning and Probabilistic Learning Methods for Data Science
By
–
Bayesian #MachineLearning — Probabilistic Learning See the book "Bayesian Methods for Hackers": http://
amzn.to/2Ni4xOz —————
#DataScience #ML #AI #Statistics #StatisticalLiteracy #DataLiteracy #Algorithms -
Algorithms to Live By: Computer Science Approaches to Human Decision Making
By
–
#Algorithms to Live By — The Computer Science of Human Decisions: http://
amzn.to/34Bbx0k
—————
#DataScience #ComputerScience #Analytics #Mathematics #Statistics #DecisionScience #MachineLearning #ML #AI #DataScientist #CDO