人工智能专业英语

本书是面向人工智能专业英语课程的教材，全书共分为10个单元，分别为人工智能介绍、知识表示和推理、不确定性推理、人工智能的搜索方法、机器学习、人工神经网络、深度学习、强化学习、计算机视觉和自然语言处理。本书信息量大，知识性强，注重英语的听、说、读、写、译能力的全面培养和实际应用。各单元内容均分为阅读与翻译、写作、听与说三大部分； 采用场景式教学和体验式学习相结合的方式，融合了角色扮演、多人会话和小组讨论等行之有效的训练方法。 本书适合国内各类高校智能科学与技术、计算机科学与技术、软件工程等相关专业教学之用，也可作为其相关专业或IT领域人员的自学参考用书。

吕云翔,1986-1992： 北方交通大学讲师； 1992-1994： 比利时VUB大学应用信息技术硕士； 1994-1996： 比利时VUB大学MBA； 1996-2003： IT公司项目经理 2003-至今： 北航软件学院副教授。已出版二十几本教材（其中“计算机导论实践教程”一书获北航2010年教学成果三等奖；

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： Kmeans 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 Learnings 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： Whats 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