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初级

完成时间大约为6 小时
英语(English)
字幕:中文(繁体), 阿拉伯语(Arabic), 法语(French), 中文(简体), 泰语, 英语(English), 西班牙语(Spanish), 日语...

您将获得的技能

Workflow of Machine Learning projectsAI terminologyAI strategyWorkflow of Data Science projects

学生职业成果

44%

完成这些课程后已开始新的职业生涯

38%

通过此课程获得实实在在的工作福利

12%

加薪或升职
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

完成时间大约为6 小时
英语(English)
字幕:中文(繁体), 阿拉伯语(Arabic), 法语(French), 中文(简体), 泰语, 英语(English), 西班牙语(Spanish), 日语...

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deeplearning.ai 徽标

deeplearning.ai

教学大纲 - 您将从这门课程中学到什么

内容评分Thumbs Up98%(32,884 个评分)Info
1

1

完成时间为 2 小时

What is AI?

完成时间为 2 小时
9 个视频 (总计 69 分钟)
9 个视频
Machine Learning6分钟
What is data?11分钟
The terminology of AI9分钟
What makes an AI company?7分钟
What machine learning can and cannot do7分钟
More examples of what machine learning can and cannot do8分钟
Non-technical explanation of deep learning (Part 1, optional)7分钟
Non-technical explanation of deep learning (Part 2, optional)3分钟
1 个练习
Week 1 Quiz30分钟
2

2

完成时间为 1 小时

Building AI Projects

完成时间为 1 小时
8 个视频 (总计 52 分钟)
8 个视频
Workflow of a machine learning project6分钟
Workflow of a data science project6分钟
Every job function needs to learn how to use data6分钟
How to choose an AI project (Part 1)7分钟
How to choose an AI project (Part 2)8分钟
Working with an AI team8分钟
Technical tools for AI teams (optional)6分钟
1 个练习
Week 2 Quiz30分钟
3

3

完成时间为 2 小时

Building AI In Your Company

完成时间为 2 小时
10 个视频 (总计 90 分钟)
10 个视频
Case study: Smart speaker9分钟
Case study: Self-driving car6分钟
Example roles of an AI team8分钟
AI Transformation Playbook (Part 1)10分钟
AI Transformation Playbook (Part 2)14分钟
AI pitfalls to avoid2分钟
Taking your first step in AI4分钟
Survey of major AI application areas (optional)17分钟
Survey of major AI techniques (optional)15分钟
1 个练习
Week 3 Quiz30分钟
4

4

完成时间为 1 小时

AI and Society

完成时间为 1 小时
8 个视频 (总计 50 分钟)
8 个视频
A realistic view of AI7分钟
Discrimination / Bias9分钟
Adversarial attacks on AI7分钟
Adverse uses of AI4分钟
AI and developing economies7分钟
AI and jobs7分钟
Conclusion3分钟
1 个练习
Week 4 Quiz30分钟

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