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TABLE OF CONTENTS15 sections

AI & Machine Learning Fundamentals

01AI & Machine Learning Fundamentals 02Foundations Of Artificial Intelligence And Machine Learning 03Mathematical And Statistical Foundations 04Intelligent Agents Reasoning And Search 05Data Foundations And The Ai Data Lifecycle 06Machine Learning Workflow And Toolchain 07Supervised Learning 08Unsupervised Learning And Representation Discovery 09Neural Networks And Deep Learning 10Domain Ai And Generative Models 11Model Evaluation Interpretation And Decision Analytics 12Ai Solution Development And Mlops 13Business Applications And Digital Transformation 14Responsible Ai Ethics Risk And Governance 15Industry Practice Emerging Trends And Future Directions

Chapter 4

Data Foundations And The Ai Data Lifecycle

PREVIOUS SECTIONIntelligent Agents Reasoning And Search UP NEXTMachine Learning Workflow And Toolchain

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