In this course you will learn what Artificial Intelligence (AI) is, explore use cases and applications of AI, understand AI concepts and terms like machine learning, deep learning and neural networks. You will be exposed to various issues and concerns surrounding AI such as ethics and bias, & jobs, and get advice from experts about learning and starting a career in AI. You will also demonstrate AI in action with a mini project. This course does not require any programming or computer science expertise and is designed to introduce the basics of AI to anyone whether you have a technical background or not.
Introduction to Artificial Intelligence (AI)
提供方
IBM
課程信息
202,402 次近期查看
您將學到的內容有
Understand what is AI, its applications and use cases and how it is transforming our lives
Explain terms like Machine Learning, Deep Learning and Neural Networks
Describe several issues and ethical concerns surrounding AI
Articulate advice from experts about learning and starting a career in AI
您將獲得的技能
Data ScienceDeep LearningArtificial Intelligence (AI)JobsMachine Learning
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初級
This course is for everyone. No prior backround in computer science or programming is necessary.
完成時間大約為9 小時
建議：4 weeks of study, 1-2 hours per week
英語（English）
字幕：英語（English）
教學大綱 - 您將從這門課程中學到什麼
完成時間為 1 小時
What is AI? Applications and Examples of AI
This week, you will learn what AI is. You will understand its applications and use cases and how it is transforming our lives.
完成時間為 1 小時
8 個視頻 （總計 36 分鐘）, 3 個閱讀材料, 1 個測驗
8 個視頻
What is AI?3分鐘
Optional: Tanmay’s journey and take on AI5分鐘
Impact and Examples of AI3分鐘
Optional: Application Domains for AI5分鐘
Some Applications of AI5分鐘
Optional: More Applications of AI3分鐘
Famous applications of AI from IBM5分鐘
3 個閱讀材料
Who should take this course?2分鐘
Lesson Summary10分鐘
Lesson Summary10分鐘
1 個練習
Graded: What is AI? Applications and Examples of AI20分鐘
完成時間為 2 小時
AI Concepts, Terminology, and Application Areas
This week, you will learn about basic AI concepts. You will understand how AI learns, and what some of its applications are.
完成時間為 2 小時
9 個視頻 （總計 34 分鐘）, 5 個閱讀材料, 1 個測驗
9 個視頻
Terminology and Related Concepts3分鐘
Machine Learning4分鐘
Machine Learning Techniques and Training4分鐘
Deep Learning2分鐘
Neural Networks3分鐘
Key Fields of Application in AI4分鐘
Natural Language Processing, Speech, Computer Vision4分鐘
Self Driving Cars4分鐘
5 個閱讀材料
Lesson Summary10分鐘
Hands On Lab: Paint with AI20分鐘
Lesson Summary10分鐘
Hands On Lab: Computer Vision20分鐘
Lesson Summary10分鐘
1 個練習
Graded: AI Concepts, Terminology, and Application Areas20分鐘
完成時間為 2 小時
AI: Issues, Concerns and Ethical Considerations
This week, you will learn about issues and concerns surrounding AI, including - ethical considerations, bias, jobs, etc. - their impact on society. This information will help you to have an informed discussion on the costs and benefits of AI, and reassure decision makers about implementing an AI solution.
完成時間為 2 小時
6 個視頻 （總計 25 分鐘）, 4 個閱讀材料, 2 個測驗
6 個視頻
AI and Ethical Concerns4分鐘
AI and Bias2分鐘
AI: Ethics, Bias, and Trust4分鐘
Jobs and AI4分鐘
Employment and AI3分鐘
4 個閱讀材料
[Optional] Hands On Lab: Detect the Bias20分鐘
AI working for good15分鐘
Principles for ethical AI10分鐘
Lesson Summary10分鐘
2 個練習
Review Questions for Readings (Not Graded)18分鐘
Graded: AI Issues, Ethics and Bias20分鐘
完成時間為 3 小時
The Future with AI, and AI in Action
This week, you will learn about the current thinking on the future with AI, as well as hear from experts about their advice to learn and start a career in AI. You will also demonstrate AI in action by utilizing Computer Vision to classify images.
完成時間為 3 小時
6 個視頻 （總計 26 分鐘）, 7 個閱讀材料, 2 個測驗
6 個視頻
Future with AI4分鐘
Advice for a career in AI5分鐘
Hotbeds of AI Innovation3分鐘
Tanmay’s Advice to Learn AI3分鐘
Polong’s Advice for a Job in AI4分鐘
7 個閱讀材料
What’s next for AI?15分鐘
What will our society look like when AI is everywhere?10分鐘
Lesson Summary10分鐘
Lesson Summary5分鐘
Introduction to the Hands-on Exercise5分鐘
Hands on Lab: Classify your images with AI!30分鐘
Conclusion and Next Steps10分鐘
1 個練習
Final Assignment Part One15分鐘
4.7
392 條評論來自Introduction to Artificial Intelligence (AI)的熱門評論
Its an great platform to learn the INTRODUCTION TO ARTIFICIAL INTELLIGENCE(AI) in Coursera i have learned new things related to ai and Watson Studio by Ibm cloud was Awesome Experience to me..
Great Module to understand basic AI & how it will be useful . Watson lab was worth doing, it very interesting how AI is classifying the object in picture. Will be doing next module shortly.
關於 IBM
IBM offers a wide range of technology and consulting services; a broad portfolio of middleware for collaboration, predictive analytics, software development and systems management; and the world's most advanced servers and supercomputers. Utilizing its business consulting, technology and R&D expertise, IBM helps clients become "smarter" as the planet becomes more digitally interconnected. IBM invests more than $6 billion a year in R&D, just completing its 21st year of patent leadership. IBM Research has received recognition beyond any commercial technology research organization and is home to 5 Nobel Laureates, 9 US National Medals of Technology, 5 US National Medals of Science, 6 Turing Awards, and 10 Inductees in US Inventors Hall of Fame.
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