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.
提供方
IBM课程信息
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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8 小时
英语（English）
字幕：英语（English）
您将学到的内容有
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
您将获得的技能
Data ScienceDeep LearningArtificial Intelligence (AI)JobsMachine Learning
可分享的证书
完成后获得证书
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8 小时
英语（English）
字幕：英语（English）
提供方
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.
教学大纲 - 您将从这门课程中学到什么
完成时间为 1 小时
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.
完成时间为 1 小时
8 个视频 （总计 36 分钟）, 3 个阅读材料, 1 个测验
8 个视频
What is AI?3分钟
Optional: Tanmay’s journey and take on AI5分钟
Impact and Examples of AI3分钟
Optional: Application Domains for AI5分钟
Some Applications of AI5分钟
Optional: 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
完成时间为 2 小时
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.
完成时间为 2 小时
9 个视频 （总计 34 分钟）, 3 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
3 个阅读材料
Lesson Summary10分钟
Lesson Summary10分钟
Lesson Summary10分钟
1 个练习
Graded: AI Concepts, Terminology, and Application Areas30分钟
完成时间为 2 小时
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.
完成时间为 2 小时
6 个视频 （总计 25 分钟）, 3 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
3 个阅读材料
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
完成时间为 3 小时
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.
完成时间为 3 小时
7 个视频 （总计 28 分钟）, 5 个阅读材料, 2 个测验
7 个视频
Future with AI4分钟
The AI Ladder - The Journey for Adopting AI Successfully2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
5 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
Conclusion and Next Steps10分钟
1 个练习
Final Assignment Part One15分钟
审阅
来自INTRODUCTION TO ARTIFICIAL INTELLIGENCE (AI)的热门评论
由 SC 提供Apr 8, 2020
The course design is excellent specially for beginners to study and understand the basic concepts in Artificial Intelligence. The lessons and course material are perfect and apt for this course-level.
由 JM 提供Aug 2, 2020
This introduction course is a great way to start your way in the AI world. It gives some advice that will give an idea to newbies on what to learn particularly they recommended to learn math and stat.
由 SB 提供Aug 1, 2020
This is a good course to get you started with AI if you had no previous idea of the same, also it does a pretty good job of explaining the most basic ideas, terminologies and technologies behind AI !
由 BL 提供Aug 12, 2020
Good introductory course, would be great a more detailed view of the IBM Cloud platform and how to create your on project and do your own AIs, but understand that was not the purpose of this course.
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