課程信息
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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8 小時

建議:4 weeks of study, 1-2 hours per week...

英語(English)

字幕:英語(English)

您將學到的內容有

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    Understand what is AI, its applications and use cases and how it is transforming our lives

  • Check

    Explain terms like Machine Learning, Deep Learning and Neural Networks

  • Check

    Describe several issues and ethical concerns surrounding AI

  • Check

    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

100% 在線

立即開始,按照自己的計劃學習。

可靈活調整截止日期

根據您的日程表重置截止日期。

初級

This course is for everyone. No prior backround in computer science or programming is necessary.

完成時間大約為8 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

1
完成時間為 2 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.

...
10 個視頻 (總計 44 分鐘), 3 個閱讀材料, 1 個測驗
10 個視頻
Introducing AI3分鐘
Optional: Tanmay’s journey and take on AI5分鐘
Impact and Examples of AI3分鐘
Application Domains for AI5分鐘
Some Applications of AI5分鐘
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
2
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.

...
9 個視頻 (總計 34 分鐘), 5 個閱讀材料, 1 個測驗
9 個視頻
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
3
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.

...
6 個視頻 (總計 25 分鐘), 4 個閱讀材料, 2 個測驗
6 個視頻
AI: Ethics, Bias, and Trust4分鐘
Jobs and AI4分鐘
Employment and AI3分鐘
4 個閱讀材料
Hands On Lab: Mitigating Bias20分鐘
How AI Protects Us15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
4
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.

...
6 個視頻 (總計 26 分鐘), 7 個閱讀材料, 2 個測驗
6 個視頻
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
Exercise: Identifying objects in images with IBM Watson5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
42 個審閱Chevron Right

來自Introduction to Artificial Intelligence (AI)的熱門評論

創建者 PBJun 29th 2019

Best course for foundation of AI and to explore applications of AI. It provided me very clear understanding of ML, AI, Deep Learning and mathematically advanced concepts.

創建者 VVJul 3rd 2019

A thorough understanding of basics and how AI is being used in practical world. Hearing from the experts gives comfort and credibility to the subject.

講師

Avatar

Rav Ahuja

AI and Data Science Program Director
IBM

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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