人工智能专业英语

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： 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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