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9 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

  • Check

    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

1
完成時間為 2 小時

What is AI? Applications and Examples of AI

10 個視頻 (總計 43 分鐘), 3 個閱讀材料, 1 個測驗
10 個視頻
Introduction to the course1分鐘
What is AI?3分鐘
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

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
3
完成時間為 2 小時

AI: Issues, Concerns and Ethical Considerations

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
4
完成時間為 3 小時

The Future with AI, and AI in Action

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
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
210 個審閱Chevron Right

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

創建者 DROct 11th 2019

This course is very useful for those who have not aware about the artificial intelligence.\n\nThe course contents are very well organized\n\nHands on training may be improved

創建者 ACNov 3rd 2019

This is highly informative, easy to understand.\n\nThe videos make it more interesting.\n\nTests and assignment are good and really test your understanding of 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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