目录 Contents 扩展资源 Unit 1Introduction to Artificial Intelligence00 Part 1Reading & Translating00 Section A： The Turing Test00 Section B： Benefits and Risks of Artificial Intelligence00 Part 2Simulated Writing: Uncovering the Secrets of Clear Writing (I)0 Part 3Listening & Speaking0 Dialogue： Artificial Intelligence 0 Listening Comprehension： Thinking Machines 0 Dictation： Intelligent Agent 0 Unit 2Knowledge Representation and Reasoning0 Part 1Reading & Translating0 Section A： Representing and Manipulating Knowledge0 Section B： Learning0 Part 2Simulated Writing: Uncovering the Secrets of Clear Writing (II)0 Part 3Listening & Speaking0 Dialogue： Knowledge Representation and Reasoning 0 Listening Comprehension： Logical Reasoning 0 Dictation： Semantic Networks 0 Unit 3Reasoning with Uncertainty0 Part 1Reading & Translating0 Section A： Reasoning with Uncertainty0 Section B： Probabilistic Reasoning0 Part 2Simulated Writing: Communicating with Social Media0 Part 3Listening & Speaking0 Dialogue： Reasoning with Uncertainty 0 Listening Comprehension： Fuzzy Logic 0 Dictation： Bayesian Network 0 Unit 4Search Methods in Artificial Intelligence0 Part 1Reading & Translating0 Section A： Heuristic Search0 Section B： Genetic Algorithms0 Part 2Simulated Writing: Using Presentation Software to Write0 Part 3Listening & Speaking0 Dialogue： Search Methods in Artificial Intelligence 0 Listening Comprehension： A* Search 0 Dictation： Heuristic Search Techniques 0 Unit 5Machine Learning0 Part 1Reading & Translating0 Section A： Decision Tree in Machine Learning0 Section B： Kmeans Clustering Algorithm and Example0 Part 2Simulated Writing: Developing Reports and Proposals(I)0 Part 3Listening & Speaking0 Dialogue： Machine Learning 0 Listening Comprehension： Supervised Learning 0 Dictation： Unsupervised Learning 0 Unit 6Artificial Neural Networks0 Part 1Reading & Translating Section A： Artificial Neural Networks Section B： Handwritten Digit Recognition Part 2Simulated Writing: Developing Reports and Proposals(II) Part 3Listening & Speaking Dialogue： Artificial Neural Network Listening Comprehension： Training Artificial Neural Networks Dictation： Applications of Neural Networks Unit 7Deep Learning Part 1Reading & Translating Section A： Deep Learning，Machine Learning，and AI Section B： Convolutional Neural Network Part 2Simulated Writing: Writing Professional Letters (I) Part 3Listening & Speaking Dialogue： Deep Learning Listening Comprehension： Generative Adversarial Network Dictation： Recurrent Neural Network Unit 8Reinforcement Learning Part 1Reading & Translating Section A： Reinforcement Learning，Deep Learnings Partner Section B： AlphaGo Zero： Starting from Scratch Part 2Simulated Writing: Writing Professional Letters (II) Part 3Listening & Speaking Dialogue： Reinforcement Learning Listening Comprehension： Deep Reinforcement Learning Dictation： Reinforcement Learning Challenges Unit 9Computer Vision Part 1Reading & Translating Section A： Whats the Difference between Computer Vision， Image Processing and Machine Learning? Section B： Using Vision for Controlling Movement Part 2Simulated Writing: Writing for Employment (I) Part 3Listening & Speaking Dialogue： Computer Vision Listening Comprehension： Pattern Recognition Dictation： Artificial Intelligence，Machine Learning，Deep Learning， and Computer Vision...What is the Difference？ Unit 10Natural Language Processing Part 1Reading & Translating Section A： Language Understanding Section B： Natural Language Processing vs．Machine Learning vs． Deep Learning Part 2Simulated Writing: Writing for Employment (II) Part 3Listening & Speaking Dialogue： Natural Language Processing Listening Comprehension： Speech Recognition Dictation： Natural Language Understanding Glossary Abbreviations Answers Bibliography 附赠学习视频