Reinforcement Learning foundational book (2nd edition of this classic): http://
amzn.to/3UtbeAa
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#DataScience #AI #MachineLearning #ML #Mathematics #Gamification
RESEARCH
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Reinforcement Learning Classic Textbook Second Edition Released
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Essential Mathematics for Graduate School and AI
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All the Math You Missed (But Need to Know for Graduate School) [2nd Edition]: http://
amzn.to/3JAodqk
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#Mathematics #LinearAlgebra #Calculus #Topology #NumberTheory #Combinatorics #Algorithms #AnalyticGeometry -
Game Theory Fundamentals: Strategy Analysis and Nash Equilibria
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Fascinating reading on Game Theory: http://
amzn.to/2T70A1y "A Nontechnical Intro to the Analysis of Strategy" (3rd Ed.), covers N-person strategies, Nash Equilibria, auctions, bargaining, dominant strategies, Gamification, Behavioral Economics, Experimental Economics, etc. -
Guide to Interpretable Machine Learning for Black Box Models
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Interpretable Machine Learning: A Guide For Making Black Box Models Explainable! #BigData #Analytics #DataScience #AI #MachineLearning #IoT #IIoT #PyTorch #Python #RStats #TensorFlow #Java #JavaScript #ReactJS #GoLang #CloudComputing #Serverless #DataScientist #Linux #Books
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Hands-on Causal Inference Guide with Python Libraries
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Modern Causal Inference: Methods and Applications: An Essential Hands-on Guide with DoWhy, EconML, CausalML, Causal-learn in Python! #BigData #Analytics #DataScience #AI #MachineLearning #IoT #IIoT #PyTorch #Python #RStats #TensorFlow #Java #JavaScript #ReactJS #GoLang
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Game Theory Analysis of Polymarket Trading Patterns and Formulas
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See this impressively detailed article “Game Theory on Polymarket: The 5 Formulas tested on 72 million trades”, by @0xMovez
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MIT Reveals Simpler Method for Adapting Large AI Models
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What if adapting large AI models for specific tasks was far simpler than we thought? Yulu Gan and Phillip Isola at MIT CSAIL reveal a surprising truth. They found that big pretrained models are already 'dense' with specialized experts. Their RandOpt method skips complex
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Should ChatGPT Develop an Evergreen Variant
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should we have chatgpt develop an evergreen variant
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Time Series Analysis with Python Cookbook 2nd Edition Released
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Brilliant new release at http://
amzn.to/4sjCbni "Time Series Analysis with Python Cookbook: Practical recipes for the complete time series workflow, from modern data engineering to advanced forecasting and anomaly detection" [2nd Edition; 812 pages] -
New Machine Learning Systems Guide: Building, Deploying, Scaling Production
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New release! >> Shipping Machine Learning Systems — Practical Guide to Building, Deploying, and Scaling in Production: http://
amzn.to/4snEtlS Bridges the gap from Theoretical to Practical Machine Learning, while avoiding the Theatrical.