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TABLE OF CONTENTS16 sections

Introduction to Artificial Intelligence

01Introduction to Artificial Intelligence 02Foundations History And Scope Of Artificial Intelligence 03Intelligent Agents And Problem Formulation 04Search And Optimization 05Constraint Satisfaction And Adversarial Search 06Knowledge Representation And Symbolic Ai 07Inference And Reasoning Under Uncertainty 08Planning Utility And Decision Making 09Machine Learning Foundations 10Unsupervised And Reinforcement Learning 11Neural Networks And Deep Learning 12Language Perception And Robotics 13Generative Ai And Foundation Models 14Ai Evaluation Engineering And Operations 15Ai Applications Analytics And Digital Transformation 16Responsible Ai Governance And Future Directions

Chapter 8

Machine Learning Foundations

PREVIOUS SECTIONPlanning Utility And Decision Making UP NEXTUnsupervised And Reinforcement Learning

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