Curated list of FREE resources & downloadable PDF eBooks on #Mathematics for #MachineLearning — via @dair_ai ————
#BigData #DataScience #DataScientists #AI #Statistics #DeepLearning #StatisticalLearning #Probability #Calculus #LinearAlgebra #Inference
@kirkdborne
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Free Mathematics Resources for Machine Learning PDF eBooks
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Advanced Probabilistic Machine Learning Book Released
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get copy of 1354-page PDF NEW book (plus 332-page supplemental material) “Probabilistic #MachineLearning — ADVANCED Topics” http://
probml.github.io/pml-book/book2 by @sirbayes ————
#AI #DeepLearning #BigData #DataScience #Mathematics #Probability #Statistics #LinearAlgebra #NeuralNetworks -
Probabilistic Machine Learning Introduction 2nd Edition Free
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Probabilistic #MachineLearning — An INTRODUCTION (2nd Ed. 2022, free PDF): http://
bit.ly/3seAc5G by @sirbayes Preview: http://
bit.ly/37mHUSi
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#AI #DeepLearning #BigData #DataScience #Mathematics #Probability #Statistics #LinearAlgebra #NeuralNetworks … -
Free 35-Page Machine Learning Tutorial Guide
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Free concise 35-page PDF Tutorial on #MachineLearning: http://
bit.ly/3GQNn4o by @tutorialspoint —————
#BigData #DataScience #AI #Algorithms #Analytics #DataScientists #DataLiteracy #Statistics #NeuralNetworks #DeepLearning #ReinforcementLearning #SupervisedLearning -
Feature Engineering in Practice: Machine Learning Approach
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#FeatureEngineering in Practice — Approaching (Almost) Any #MachineLearning Problem: http://
amzn.to/2XJUczh by @abhi1thakur (4X @Kaggle Grandmaster) Get Free PDF copy of his book: https://
github.com/abhishekkrthak
ur/approachingalmost/blob/master/AAAMLP.pdf
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#BigData #AI #DataScience #ML #DataScientists #DeepLearning #Python -
Deep Neural Networks Applications: Comprehensive 587-Page Guide
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Applications of Deep #NeuralNetworks: http://
arxiv.org/abs/2009.05673 [587-page PDF]
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#BigData #DataScience #DeepLearning #MachineLearning #AI #NeuralNetworks #DataScientists #Python #100DaysOfCode ———
See this book: http://
amzn.to/37UKKhj (2nd Edition) by @fchollet -
Free Mathematics and Statistics Foundations of Data Science eBook
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Math for #MachineLearning and #Artificialintelligence — FREE 479-page PDF eBook on The #Mathematics & #Statistics Foundations of #DataScience HERE: https://
microsoft.com/en-us/research
/video/foundations-of-ds/
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#AI #DeepLearning #BigData #abdsc
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Also see this #NeuralNetworks book: http://
amzn.to/3EBc8Q2 -
Free Machine Learning eBook: Theory to Algorithms Guide
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Free 449-page PDF eBook >> Understanding #MachineLearning — From Theory to #Algorithms: https://
cs.huji.ac.il/~shais/Underst
andingMachineLearning/
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#BigData #DataScience #AI #Analytics #DataScientists #DataLiteracy #Statistics #NeuralNetworks #DeepLearning #ReinforcementLearning #SupervisedLearning -
Free eBook: Python Deep Learning Techniques and Neural Networks
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[Download FREE 379-page eBook] #Python #DeepLearning — Techniques, #NeuralNetwork Architectures, and #GANs with PyTorch, Keras and TensorFlow: http://
alvarestech.com/temp/deep/Pyth
onDeepLearningExploringdeeplearningtechniques,neuralnetworkarchitecturesandGANswithPyTorch,KerasandTensorFlowbyIvanVasilev,DanielSlater,GianmarioSpacagna,PeterRoelants,Va(z-lib.org).pdf
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Get print copy here: http://
amzn.to/3Ge53qi
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#BigData #DataScience #AI #MachineLearning #100DaysOfCode -
Machine Learning from Scratch: Free Open Access eBook
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*Online* eBook [open access; NO DOWNLOAD] — #MachineLearning from Scratch: http://
bit.ly/3KiDgG4
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#BigData #DataScience #Statistics #AI #DataMining #Mathematics #Algorithms #NeuralNetworks #DeepLearning #DataLiteracy #Python #DataScientists #100DaysOfCode