Classic text on Outlier Detection in Temporal Data: http://
amzn.to/2NZ64cQ … including financial, business, medical, credit, sensor network (IoT / IIoT) time series data streams, plus spatiotemporal data, network data, etc.
@kirkdborne
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Classic Text on Outlier Detection in Temporal Data Streams
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Updated AI Textbook Now Covers Deep Learning and Modern Approaches
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UPDATED 4th edition of this classic AI textbook [1166 pages] now covers Deep Learning, Transfer Learning, multi-agent systems, robotics, NLProc, causality & much more! “Artificial Intelligence — A Modern Approach” See the book at http://
amzn.to/46TO3EC -
Reinforcement Learning Classic Textbook Second Edition Released
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Reinforcement Learning foundational book (2nd edition of this classic): http://
amzn.to/3UtbeAa
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#DataScience #AI #MachineLearning #ML #Mathematics #Gamification -
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. -
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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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. -
New Book: Design Multi-Agent AI Systems Using MCP and A2A
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New release from @PacktDataML available at: http://
amzn.to/40Sp4O9 "Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Python-based Agentic AI Framework with tool use, memory, and multi-agent workflows" Table of Contents:
Introduction to Generative AI and AI -
AI Methods and Cybersecurity Solutions Design Guide
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Artificial Intelligence for Cybersecurity: http://
amzn.to/4gOK3rD v/ @PacktDataML ——
#AI #MachineLearning —— 𝒦𝑒𝓎 𝐹𝑒𝒶𝓉𝓊𝓇𝑒𝓈: Learn AI methods and see how they fit into cybersecurity Learn how to design solutions in cybersecurity that include AI as a key feature