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Contents

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Unit 1Introduction to Artificial Intelligence00

Part 1Reading & Translating00

Section A£º The Turing Test00

Section B£º Benefits and Risks of Artificial Intelligence00

Part 2Simulated Writing: Uncovering the Secrets of Clear Writing (I)0

Part 3Listening & Speaking0

Dialogue£º Artificial Intelligence 0

Listening Comprehension£º Thinking Machines 0

Dictation£º Intelligent Agent 0

Unit 2Knowledge Representation and Reasoning0

Part 1Reading & Translating0

Section A£º Representing and Manipulating Knowledge0

Section B£º Learning0

Part 2Simulated Writing: Uncovering the Secrets of Clear Writing (II)0

Part 3Listening & Speaking0

Dialogue£º Knowledge Representation and Reasoning 0

Listening Comprehension£º Logical Reasoning 0

Dictation£º Semantic Networks 0

Unit 3Reasoning with Uncertainty0

Part 1Reading & Translating0

Section A£º Reasoning with Uncertainty0

Section B£º Probabilistic Reasoning0

Part 2Simulated Writing: Communicating with Social Media0

Part 3Listening & Speaking0

Dialogue£º Reasoning with Uncertainty 0

Listening Comprehension£º Fuzzy Logic 0

Dictation£º Bayesian Network 0

Unit 4Search Methods in Artificial Intelligence0

Part 1Reading & Translating0

Section A£º Heuristic Search0

Section B£º Genetic Algorithms0

Part 2Simulated Writing: Using Presentation Software to Write0

Part 3Listening & Speaking0

Dialogue£º Search Methods in Artificial Intelligence 0

Listening Comprehension£º A* Search 0

Dictation£º Heuristic Search Techniques 0

Unit 5Machine Learning0

Part 1Reading & Translating0

Section A£º Decision Tree in Machine Learning0

Section B£º Kª²means Clustering Algorithm and Example0

Part 2Simulated Writing: Developing Reports and Proposals(I)0

Part 3Listening & Speaking0

Dialogue£º Machine Learning 0

Listening Comprehension£º Supervised Learning 0

Dictation£º Unsupervised Learning 0

Unit 6Artificial Neural Networks0

Part 1Reading & Translating

Section A£º Artificial Neural Networks

Section B£º Handwritten Digit Recognition

Part 2Simulated Writing: Developing Reports and Proposals(II)

Part 3Listening & Speaking

Dialogue£º Artificial Neural Network

Listening Comprehension£º Training Artificial Neural Networks

Dictation£º Applications of Neural Networks

Unit 7Deep Learning

Part 1Reading & Translating

Section A£º Deep Learning£¬Machine Learning£¬and AI

Section B£º Convolutional Neural Network

Part 2Simulated Writing: Writing Professional Letters (I)

Part 3Listening & Speaking

Dialogue£º Deep Learning

Listening Comprehension£º Generative Adversarial Network

Dictation£º Recurrent Neural Network

Unit 8Reinforcement Learning

Part 1Reading & Translating

Section A£º Reinforcement Learning£¬Deep Learning¬ðs Partner

Section B£º AlphaGo Zero£º Starting from Scratch

Part 2Simulated Writing: Writing Professional Letters (II)

Part 3Listening & Speaking

Dialogue£º Reinforcement Learning

Listening Comprehension£º Deep Reinforcement Learning

Dictation£º Reinforcement Learning Challenges

Unit 9Computer Vision

Part 1Reading & Translating

Section A£º What¬ðs the Difference between Computer Vision£¬

Image Processing and Machine Learning?

Section B£º Using Vision for Controlling Movement

Part 2Simulated Writing: Writing for Employment (I)

Part 3Listening & Speaking

Dialogue£º Computer Vision

Listening Comprehension£º Pattern Recognition

Dictation£º Artificial Intelligence£¬Machine Learning£¬Deep Learning£¬

and Computer Vision...What is the Difference£¿

Unit 10Natural Language Processing

Part 1Reading & Translating

Section A£º Language Understanding

Section B£º Natural Language Processing vs£®Machine Learning vs£®

Deep Learning

Part 2Simulated Writing: Writing for Employment (II)

Part 3Listening & Speaking

Dialogue£º Natural Language Processing

Listening Comprehension£º Speech Recognition

Dictation£º Natural Language Understanding

Glossary

Abbreviations

Answers

Bibliography

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