前言 Chapter 1 人工智慧Artificial Intelligence Section A What is AI? New Words Notes Questions for Discussion Section B Alan Turing and the Beginning of AI Theoretical work Chess The Tufing test New Words Notes Questions for Discussion Chapter 2 機器學習Machine Learning Section A Introduction to Machine Learning What is machine learning? Machine Learning VS．Deep Learning VS．Neural Networks How machine learning works Machine learning methods Reinforcement machine learning Real-world machine learning use cases New Words Notes Questions for Discussion Section B How to Win with Machine Learning New Words Notes Questions for Discussion Chapter 3 神經網路Neural Networks Section A Neural Networks--What they are & why they matter History of Neural Networks Why are neural networks important? Types of Neural Networks HOW Neural Networks Work New Words Notes- Questions for Discussion Section B Neural Networks Explained Weighty matters Minds and machines Periodicity Under the hood New Words Notes Questions for Discussion Chapter 4 推薦系統Recommender System Section A An Introduction to Product Recommender Systems What are product recommender systems? The strategies behind recommender systems Picking a recommendation strategy
Crafting product recommendations Data and recommender systems Types of product data The power of product recommendations New Words Notes Questions for Discussion Section B How TikTok Recommends Videos # For You The basics about recommendation systems What factors contribute to For You? Curating your personalized For You feed Improving For You New Words Notes Chapter 5 電腦視覺Computer Vision Chapter 6 人臉識別Face Recognition Chapter 7 自然語言處理Natural Language Processing Chapter 8 聊天機器人Chatbot Chapter 9 自動駕駛Driving Automation Chapter 10 AI晶元AI Chips Chapter 11 智能機器人Smart Robots Chapter 12 人工智慧趨勢Trends in AI 辭彙總表 澡文參考譯文 Answers to questions for discussion(for reference) 參考文獻
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