“High-Dimensional Probability — An Introduction with Applications in Data Science”, by Roman Vershynin UPDATED 341-page PDF 2nd Edition — download from the author's website: https://
math.uci.edu/~rvershyn/pape
rs/papers.html
… #Statistics #Optimization #ML #MachineLearning #Mathematics
MACHINE LEARNING
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High-Dimensional Probability Introduction with Data Science Applications
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Free 674-Page Machine Learning Textbook PDF Available for Download
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Download 674-page PDF >> Introduction to Machine Learning (textbook on foundations, algorithms, and techniques): http://
arxiv.org/abs/2409.02668
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#MachineLearning #ML #DeepLearning #AI #Mathematics #DataScience #DataScientist -
Nostalgia for Classic LDA Algorithm from College Days
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Oh wow, that's beautiful! Ha, and thanks for using classic LDA, I am kind of getting nostalgic here. It's one of the first pattern rec algorithms I implemented from scratch back in college:
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LoGeR: Building Consistent 3D Models from Video
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How do you build a perfectly consistent 3D model from hours of video? Researchers from Google DeepMind and UC Berkeley unveil LoGeR. This new architecture processes video in chunks, using a clever hybrid memory system. It combines a global memory for overall scene consistency
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Agentic AI Explained in a Nutshell
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#AgenticAI Explained in a Nutshell
by @Python_Dv #LLM #GenerativeAI #ArtificialIntelligence #MachineLearning -
Yann LeCun Clarifies Origins of LeNet and LeWorldModel Names
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For the record l, Randall picked the name LeWorldModel. And Larry Jackel picked the name LeNet back in at Bell Labs in 1989.
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Handbook of Data Science and AI: Machine Learning and Data Analytics
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The Handbook of Data Science and AI — Generate Value from Data with Machine Learning and Data Analytics: http://
amzn.to/3Wc1Iiz -
Analytical Skills for AI and Data Science in Enterprise
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Analytical Skills for AI and Data Science — Building Skills for an AI-Driven Enterprise: http://
amzn.to/4b6fufu …helps practitioners to create value from AI and data science using an analytical skillset — each chapter illustrates how each skill works across a collection of use -
Unsupervised Machine Learning: Models, Algorithms, and Data Without Labels
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Data Without Labels — Models and Algorithms for Practical Unsupervised #MachineLearning: http://
amzn.to/4q5bbYz 𝓦𝓱𝓪𝓽 𝓨𝓸𝓾 𝓦𝓲𝓵𝓵 𝓛𝓮𝓪𝓻𝓷: Fundamental building blocks and concepts of machine learning and unsupervised learning
Data cleaning for structured and -
A Gentle Introduction to Optimization
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A Gentle Introduction to Optimization http://
amzn.to/3MQ6fE5
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#Mathematics #ORMS #DataScience