AI is not only for engineers. If you want your organization to become better at using AI, this is the course to tell everyone--especially your non-technical colleagues--to take. In this course, you will learn: - The meaning behind common AI terminology, including neural networks, machine learning, deep learning, and data science - What AI realistically can--and cannot--do - How to spot opportunities to apply AI to problems in your own organization - What it feels like to build machine learning and data science projects - How to work with an AI team and build an AI strategy in your company - How to navigate ethical and societal discussions surrounding AI Though this course is largely non-technical, engineers can also take this course to learn the business aspects of AI.
提供方
适用于所有人的人工智能课程
deeplearning.ai
課程信息
484,591 次近期查看
Learner Career Outcomes
44%
完成這些課程後已開始新的職業生涯
38%
通過此課程獲得實實在在的工作福利
12%
加薪或升職
您將獲得的技能
Workflow of Machine Learning projectsAI terminologyAI strategyWorkflow of Data Science projects
Learner Career Outcomes
44%
完成這些課程後已開始新的職業生涯
38%
通過此課程獲得實實在在的工作福利
12%
加薪或升職
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
完成時間大約為9 小時
建議：4 weeks of study, 2-3 hours/week
英語（English）
字幕：中文（繁體）, 阿拉伯語（Arabic）, 中文（簡體）, 泰語, 英語（English）, 西班牙語（Spanish）, 日語
教學大綱 - 您將從這門課程中學到什麼
週
1完成時間為 2 小時
What is AI?
9 個視頻 （總計 69 分鐘）, 1 個測驗
9 個視頻
Machine Learning6分鐘
What is data?11分鐘
The terminology of AI9分鐘
What makes an AI company?7分鐘
What machine learning can and cannot do7分鐘
More examples of what machine learning can and cannot do8分鐘
Non-technical explanation of deep learning (Part 1, optional)7分鐘
Non-technical explanation of deep learning (Part 2, optional)3分鐘
1 個練習
Week 1 Quiz30分鐘
週
2完成時間為 1 小時
Building AI Projects
8 個視頻 （總計 52 分鐘）, 1 個測驗
8 個視頻
Workflow of a machine learning project6分鐘
Workflow of a data science project6分鐘
Every job function needs to learn how to use data6分鐘
How to choose an AI project (Part 1)7分鐘
How to choose an AI project (Part 2)8分鐘
Working with an AI team8分鐘
Technical tools for AI teams (optional)6分鐘
1 個練習
Week 2 Quiz30分鐘
週
3完成時間為 2 小時
Building AI In Your Company
10 個視頻 （總計 90 分鐘）, 1 個測驗
10 個視頻
Case study: Smart speaker9分鐘
Case study: Self-driving car6分鐘
Example roles of an AI team8分鐘
AI Transformation Playbook (Part 1)10分鐘
AI Transformation Playbook (Part 2)14分鐘
AI pitfalls to avoid2分鐘
Taking your first step in AI4分鐘
Survey of major AI application areas (optional)17分鐘
Survey of major AI techniques (optional)15分鐘
1 個練習
Week 3 Quiz30分鐘
週
4完成時間為 1 小時
AI and Society
8 個視頻 （總計 50 分鐘）, 1 個測驗
8 個視頻
A realistic view of AI7分鐘
Discrimination / Bias9分鐘
Adversarial attacks on AI7分鐘
Adverse uses of AI4分鐘
AI and developing economies7分鐘
AI and jobs7分鐘
Conclusion3分鐘
1 個練習
Week 4 Quiz30分鐘
4.8
2398 條評論來自适用于所有人的人工智能课程的熱門評論
I got a comprehensive overview of what AI is and the meanings of various concepts being talked about in this context. Excellent course for one to start on a solid ground. Five stars! Thank you Andrew.
Highly recommended for anyone wanting to start learning about AI. Explained in an coherent and intuitive way and will help lay the foundation for a lifelong learning experience and a new career in AI.
講師
Andrew Ng
CEO/Founder Landing AI; Co-founder, Coursera; Adjunct Professor, Stanford University; formerly Chief Scientist,Baidu and founding lead of Google Brain關於 deeplearning.ai
deeplearning.ai is Andrew Ng's new venture which amongst others, strives for providing comprehensive AI education beyond borders.
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