[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
@kirkdborne
-
Free PDF eBook on Deep Learning Fundamentals Available for Download
By
–
-
Understanding Deep Learning: Free 541-Page PDF eBook Guide
By
–
[541-page PDF eBook] Understanding #DeepLearning: http://
udlbook.github.io/udlbook/ by @SimonPrinceAI —————
#DataScience #AI #ML #MachineLearning #NeuralNetworks #ReinforcementLearning #NLProc #ComputerVision #Algorithms #DataScientist #Mathematics -
Successful Algorithmic Trading: Quantitative Strategies PDF eBook Download
By
–
[Download 208-page PDF eBook] Successful #AlgorithmicTrading — quantitative strategies for profitable trading results: https://
raw.githubusercontent.com/englianhu/bina
ry.com-interview-question/fcad2844d7f10c486f3601af9932f49973548e4b/reference/SuccessfulAlgorithmicTrading.pdf
…
————
#TimeSeries #PredictiveAnalytics #Forecasting #MachineLearning #Statistics #DataScience #Algorithms #Mathematics -
High-Dimensional Probability: Award-Winning Mathematics Guide for Data Science
By
–
“High-Dimensional #Probability — An Introduction with Applications in #DataScience”, winner of the 2019 Prose Award for #Mathematics, by Roman Vershynin Find the 305-page PDF Draft here: https://
math.uci.edu/~rvershyn/pape
rs/papers.html
…
—————
#Statistics #Optimization #MachineLearning #Algorithms -
Free PDF: Data Science Theories, Models, Algorithms and Analytics
By
–
#DataScience Theories, Models, #Algorithms, and Analytics: http://
bit.ly/3vZqiYr (FREE PDF Download, 462 pages)
—————
#BigData #AI #MachineLearning #ML #DataScientist #Mathematics #Statistics #Coding #NetworkScience #NeuralNetworks -
Free eBook: Machine Learning Patterns, Predictions, and Actions
By
–
[Download 309-page PDF eBook] "Patterns, Predictions, and Actions: A Story About #MachineLearning" http://
arxiv.org/abs/2102.05242
…sharpen your #Probability, #Calculus, and #LinearAlgebra knowledge with this!
—————
#DataScience #AI #DeepLearning #ML #DataScientist #Mathematics -
Physics-based Deep Learning: Download Free 287-Page PDF eBook
By
–
[Download 287-page PDF eBook] Physics-based #DeepLearning: http://
arxiv.org/abs/2109.05237 Learn more: http://
physicsbaseddeeplearning.org
—————
#AI #MachineLearning #DataScience #Physics #NeuralNetworks #Algorithms #Mathematics #ReinforcementLearning #DataScientist -
Mathematical Introduction to Deep Learning: Methods, Implementations, and Theory
By
–
[Download 601-page PDF eBook] Mathematical Introduction to #DeepLearning — Methods, Implementations, and Theory: http://
arxiv.org/abs/2310.20360
————
#AI #Mathematics #DataScience #Algorithms #MachineLearning #Calculus #LinearAlgebra #DataScientist -
Linear Models in Machine Learning and Statistical Learning eBook Available
By
–
[Download 400-page PDF eBook] Linear Models in #MachineLearning and Statistical Learning: http://
arxiv.org/abs/2401.00649
—————
#Mathematics #DataScience #LinearAlgebra #Statistics #DataScientist #ML -
Comprehensive Survey of AI Prompting Techniques and Methods
By
–
Systematic Survey of Prompting Techniques: https://
arxiv.org/abs/2406.06608 [77-page PDF]
======
#AI #GenAI #GenerativeAI #PromptEngineering #RAG #LLMs