课程信息
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立即开始,按照自己的计划学习。

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初级

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

完成时间大约为9 小时

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

英语(English)

字幕:英语(English)

您将学到的内容有

  • 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

您将获得的技能

Data ScienceDeep LearningArtificial Intelligence (AI)JobsMachine Learning

100% 在线

立即开始,按照自己的计划学习。

可灵活调整截止日期

根据您的日程表重置截止日期。

初级

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

完成时间大约为9 小时

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

英语(English)

字幕:英语(English)

学习Professional Certificate的学生是

  • Technical Writers
  • Chief Financial Officers (CFOs)
  • Technical Solutions Engineers
  • Chief Technology Officers (CTOs)
  • Machine Learning Engineers

教学大纲 - 您将从这门课程中学到什么

1
完成时间为 2 小时

What is AI? Applications and Examples of AI

10 个视频 (总计 44 分钟), 3 个阅读材料, 1 个测验
10 个视频
Introduction to the course1分钟
What is AI?3分钟
Introducing AI3分钟
Optional: Tanmay’s journey and take on AI5分钟
Impact and Examples of AI3分钟
Application Domains for AI5分钟
Some Applications of AI5分钟
More Applications of AI3分钟
Famous applications of AI from IBM5分钟
3 个阅读材料
Who should take this course?2分钟
Lesson Summary10分钟
Lesson Summary10分钟
1 个练习
Graded: What is AI? Applications and Examples of AI20分钟
2
完成时间为 2 小时

AI Concepts, Terminology, and Application Areas

9 个视频 (总计 34 分钟), 5 个阅读材料, 1 个测验
9 个视频
Terminology and Related Concepts3分钟
Machine Learning4分钟
Machine Learning Techniques and Training4分钟
Deep Learning2分钟
Neural Networks3分钟
Key Fields of Application in AI4分钟
Natural Language Processing, Speech, Computer Vision4分钟
Self Driving Cars4分钟
5 个阅读材料
Lesson Summary10分钟
Hands On Lab: Paint with AI20分钟
Lesson Summary10分钟
Hands On Lab: Computer Vision20分钟
Lesson Summary10分钟
1 个练习
Graded: AI Concepts, Terminology, and Application Areas20分钟
3
完成时间为 2 小时

AI: Issues, Concerns and Ethical Considerations

6 个视频 (总计 25 分钟), 4 个阅读材料, 2 个测验
6 个视频
AI and Ethical Concerns4分钟
AI and Bias2分钟
AI: Ethics, Bias, and Trust4分钟
Jobs and AI4分钟
Employment and AI3分钟
4 个阅读材料
[Optional] Hands On Lab: Detect the Bias20分钟
AI working for good15分钟
Principles for ethical AI10分钟
Lesson Summary10分钟
2 个练习
Review Questions for Readings (Not Graded)18分钟
Graded: AI Issues, Ethics and Bias20分钟
4
完成时间为 3 小时

The Future with AI, and AI in Action

6 个视频 (总计 26 分钟), 7 个阅读材料, 2 个测验
6 个视频
Future with AI4分钟
Advice for a career in AI5分钟
Hotbeds of AI Innovation3分钟
Tanmay’s Advice to Learn AI3分钟
Polong’s Advice for a Job in AI4分钟
7 个阅读材料
What’s next for AI?15分钟
What will our society look like when AI is everywhere?10分钟
Lesson Summary10分钟
Lesson Summary5分钟
Exercise: Identifying objects in images with IBM Watson5分钟
Hands on Lab: Classify your images with AI!30分钟
Conclusion and Next Steps10分钟
1 个练习
Final Assignment Part One15分钟
4.7
143 个审阅Chevron Right

来自Introduction to Artificial Intelligence (AI)的热门评论

创建者 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.

创建者 AKJul 23rd 2019

This course was so interesting. I have actually visioned a little robot i can communicate with. I think I will take this a step further and explore more with AI.

讲师

Avatar

Rav Ahuja

AI and Data Science Program Director
IBM

关于 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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