[Download 309-page PDF eBook] "Patterns, Predictions, and Actions: A Story About Machine Learning" https://
arxiv.org/abs/2102.05242
…sharpen your Probability, Calculus, and Linear Algebra knowledge with this!
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#DataScience #ML #DataScientist #Mathematics
@kirkdborne
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Patterns, Predictions and Actions Textbook Introduces Machine Learning Mathematics
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Updated Resource Covers Mathematical Theory of Deep Learning
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[Download 333-page PDF. Updated version.]
Mathematical Theory of Deep Learning: https://
arxiv.org/abs/2407.18384
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#AI #ML #MachineLearning #Mathematics #DataScience #DataScientist -
New Book Explains Statistical and Machine Learning Inference Through Examples
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NEW BOOK! Inference in Statistical Modelling and Machine Learning: https://
amzn.to/4xph9WP "Toy and real examples illustrate diverse applications ranging from biomedical data to treasure hunts, while the accompanying datasets and computational notebooks in R and Python -
Vibe-Coded App Example Illustrates Need for Human Review in AI Development
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From @pascal_bornet >> Faux vibe-coded web app. Yes, this is a fake, but isn't it reasonable to assume that an AI can and will create an app (via vibe coding) that has similar obvious flaws? This is where HITL (Human-In-The-Loop) becomes essential in AI development &
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Chief AI Officer Handbook Explores Frameworks for AI Leadership
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Chief AI Officer (CAIO) Handbook — Master AI leadership with strategies to innovate, overcome challenges, & drive business growth: http://
amzn.to/3PZBGxu v/ @PacktDataML —
#CTO #CDO #GenAI #AgenticAI #GenerativeAI —
𝓚𝓮𝔂 𝓕𝓮𝓪𝓽𝓾𝓻𝓮𝓼:
Explore practical frameworks for -
Data Science and AI Handbook Covers Machine Learning and 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
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#ML #DataScientist #CDO -
Updated AI Textbook Covers Deep Learning, Multi-Agent Systems and Robotics
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4th edition of classic AI textbook covers Deep Learning, Transfer Learning, multi-agent systems, robotics, causality,…: “Artificial Intelligence — A Modern Approach” See this and more at http://
amzn.to/4lFIZt8
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#DataScience #MachineLearning #ML #DataScientist -
Classic Textbook Covers Mathematical Foundations of Reinforcement Learning
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Reinforcement Learning foundational book (2nd edition of this classic mathematical textbook): http://
amzn.to/3UtbeAa
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#AI #MachineLearning #ML #Mathematics #Gamification -
Reasoning Model Book Implements Core Methods Rather Than Black-Box Calls
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Build a Reasoning Model (From Scratch): http://
amzn.to/3R4UMqo by @rasbt via @ManningBooks Amazon summary: The book is especially useful because it implements the core methods from scratch rather than treating them as black-box library calls. Readers see how -
Neo4j Guide Combines Knowledge Graphs, Vector Search and Language Models
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Build Neo4j-Powered Applications with LLMs Available at http://
amzn.to/4l9lLKO This LLM book is for database developers and data scientists who want to leverage knowledge graphs with Neo4j and its vector search capabilities to build intelligent search and recommendation