یادگیری ماشین: ۲ کتاب در ۱: راهنمای ریاضی برای مبتدیان برای درک علم داده از طریق کاربردهای تجاری

Your Free Gift 6 MACHINE LEARNING FOR BEGINNERS 7 Introduction 8 The Purpose of This Book 10 What is Artificial Intelligence? 13 How is machine learning used? 19 Recent Advancements in Data Analysis 24 Introduction to Statistics 35 Choosing the right kind of model for machine learning 41 Supervised learning 43 Classifications 56 Unsupervised Learning 61 Neural networks 65 Reinforcement Learning 70 Ensemble Modeling 72 Things you must know for machine learning 75 Programming Tools 80 Developing Models 83 Afterword 87 MACHINE LEARNING MATHEMATICS 90 Introduction 91 Chapter 1: Introduction to Machine Learning 93 Chapter 2: Machine Learning Algorithms 106 Chapter 3: Neural Network Learning Models 120 Chapter 4: Learning Through Uniform Convergence 139 Chapter 5: Data Science Lifecycle and Technologies 150 Conclusion 167