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Contents

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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

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