Machine Learning and Artificial Intelligence — Concepts, Algorithms and Models: https://
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Amazon Summary:
"Unlike traditional textbooks that lean heavily on equations and mathematical formalization, the
@kirkdborne
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AI and Machine Learning Book Introduces Concepts, Algorithms and Models
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LLM Textbook Connects Foundations With Production AI Applications
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Large Language Models — From Foundations to Production AI Applications [2nd Edition]: https://
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Claude Business Guide Covers MCP, Skills and Agents for Work Automation
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Claude AI for Business — The 10X Playbook: Master Cowork, Claude Code, Skills, Projects, Artifacts, MCP, Plugins, and AI Agents to Automate Work and … Get it at https://
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Harness Engineering Guide Targets Code Quality and Safety With AI Agents
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Harness Engineering — Assuring Code Quality and Safety When Programming with AI Agents: https://
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AI Infrastructure Guide Connects Grid Bottlenecks With Productive Compute
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“The Intelligence Grid — AI Data Center Power: From Grid Bottlenecks to Productive Compute” (Part of the 4-part AI Infrastructure Field Guides) See it here: https://
link.amazon/B08B35LvP -
AI Evaluations Guide Covers Production LLM Testing and Reliability
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AI Evaluations in Practice — Testing, reliability, and quality for LLM systems in production: https://
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Python Robotics Guide Covers Vision and Control Algorithms
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Robotics, Vision, and Control — Fundamental Algorithms in Python (Springer Tracts in Advanced Robotics): https://
link.amazon/B09ZVfJ9i Over 1600 code examples (relevant to robotics and machine vision) show how complex problems can be decomposed and solved using just a few simple lines -
Textbook Connects Machine Learning, Dynamical Systems and Control
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Data-Driven Science and Engineering — Machine Learning, Dynamical Systems, and Control: https://
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Time Series With PyTorch Applies Deep Learning to Forecasting
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"Time Series with PyTorch: Modern Deep Learning Toolkit for Real-World Forecasting Challenges", available at https://
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PyTorch Book Series Covers Vision, Sequences and NLP
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Deep Learning with PyTorch — Step-by-Step Beginner's Guides (3 volumes) Vol.1 (Fundamentals): https://
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#MachineLearning #ML #AI #DataScience #DataScientist