About this Course

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Learner Career Outcomes

44%

started a new career after completing these courses

38%

got a tangible career benefit from this course

12%

got a pay increase or promotion

100% online

Start instantly and learn at your own schedule.

Flexible deadlines

Reset deadlines in accordance to your schedule.

Beginner Level

Approx. 6 hours to complete

English

Subtitles: Chinese (Traditional), Arabic, French, Chinese (Simplified), Thai, English, Spanish, Japanese...

Skills you will gain

Workflow of Machine Learning projectsAI terminologyAI strategyWorkflow of Data Science projects

Learner Career Outcomes

44%

started a new career after completing these courses

38%

got a tangible career benefit from this course

12%

got a pay increase or promotion

100% online

Start instantly and learn at your own schedule.

Flexible deadlines

Reset deadlines in accordance to your schedule.

Beginner Level

Approx. 6 hours to complete

English

Subtitles: Chinese (Traditional), Arabic, French, Chinese (Simplified), Thai, English, Spanish, Japanese...

Offered by

deeplearning.ai logo

deeplearning.ai

Syllabus - What you will learn from this course

Week
1

Week 1

2 hours to complete

What is AI?

2 hours to complete
9 videos (Total 69 min)
9 videos
Machine Learning6m
What is data?11m
The terminology of AI9m
What makes an AI company?7m
What machine learning can and cannot do7m
More examples of what machine learning can and cannot do8m
Non-technical explanation of deep learning (Part 1, optional)7m
Non-technical explanation of deep learning (Part 2, optional)3m
1 practice exercise
Week 1 Quiz30m
Week
2

Week 2

1 hour to complete

Building AI Projects

1 hour to complete
8 videos (Total 52 min)
8 videos
Workflow of a machine learning project6m
Workflow of a data science project6m
Every job function needs to learn how to use data6m
How to choose an AI project (Part 1)7m
How to choose an AI project (Part 2)8m
Working with an AI team8m
Technical tools for AI teams (optional)6m
1 practice exercise
Week 2 Quiz30m
Week
3

Week 3

2 hours to complete

Building AI In Your Company

2 hours to complete
10 videos (Total 90 min)
10 videos
Case study: Smart speaker9m
Case study: Self-driving car6m
Example roles of an AI team8m
AI Transformation Playbook (Part 1)10m
AI Transformation Playbook (Part 2)14m
AI pitfalls to avoid2m
Taking your first step in AI4m
Survey of major AI application areas (optional)17m
Survey of major AI techniques (optional)15m
1 practice exercise
Week 3 Quiz30m
Week
4

Week 4

1 hour to complete

AI and Society

1 hour to complete
8 videos (Total 50 min)
8 videos
A realistic view of AI7m
Discrimination / Bias9m
Adversarial attacks on AI7m
Adverse uses of AI4m
AI and developing economies7m
AI and jobs7m
Conclusion3m
1 practice exercise
Week 4 Quiz30m
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