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
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