AI For Everyone
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52,632 reviews
52,632 reviews
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There are 4 modules in this course
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.
What's included
9 videos2 readings1 assignment1 app item
9 videos•Total 71 minutes
- Week 1 Introduction•9 minutes
- Machine Learning•9 minutes
- What is data?•11 minutes
- The terminology of AI•10 minutes
- What makes an AI company?•7 minutes
- What machine learning can and cannot do•6 minutes
- More examples of what machine learning can and cannot do•8 minutes
- Non-technical explanation of deep learning (Part 1, optional)•7 minutes
- Non-technical explanation of deep learning (Part 2, optional)•4 minutes
2 readings•Total 7 minutes
- Join the DeepLearning.AI Forum to ask questions, get support, or share amazing ideas!•2 minutes
- Lecture Notes Week 1•5 minutes
1 assignment•Total 30 minutes
- Week 1 Quiz•30 minutes
1 app item•Total 1 minute
- Intake Survey•1 minute
What's included
8 videos1 reading1 assignment
8 videos•Total 52 minutes
- Week 2 Introduction•2 minutes
- Workflow of a machine learning project•7 minutes
- Workflow of a data science project•7 minutes
- Every job function needs to learn how to use data•7 minutes
- How to choose an AI project (Part 1)•7 minutes
- How to choose an AI project (Part 2)•8 minutes
- Working with an AI team•8 minutes
- Technical tools for AI teams (optional)•6 minutes
1 reading•Total 5 minutes
- Lecture Notes Week 2•5 minutes
1 assignment•Total 30 minutes
- Week 2 Quiz•30 minutes
What's included
10 videos2 readings1 assignment
10 videos•Total 90 minutes
- Week 3 Introduction•3 minutes
- Case study: Smart speaker•9 minutes
- Case study: Self-driving car•6 minutes
- Example roles of an AI team•9 minutes
- AI Transformation Playbook (Part 1)•10 minutes
- AI Transformation Playbook (Part 2)•14 minutes
- AI pitfalls to avoid•3 minutes
- Taking your first step in AI•4 minutes
- Survey of major AI application areas (optional)•17 minutes
- Survey of major AI techniques (optional)•15 minutes
2 readings•Total 6 minutes
- AI Transformation Playbook•1 minute
- Lecture Notes Week 3•5 minutes
1 assignment•Total 30 minutes
- Week 3 Quiz•30 minutes
What's included
8 videos2 readings1 assignment
8 videos•Total 50 minutes
- Week 4 Introduction•3 minutes
- A realistic view of AI•7 minutes
- Discrimination / Bias•9 minutes
- Adversarial attacks on AI•8 minutes
- Adverse uses of AI•4 minutes
- AI and developing economies•7 minutes
- AI and jobs•8 minutes
- Conclusion•4 minutes
2 readings•Total 15 minutes
- (Optional) Opportunity to Mentor Other Learners•10 minutes
- Lecture Notes Week 4•5 minutes
1 assignment•Total 30 minutes
- Week 4 Quiz•30 minutes
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Reviewed on Apr 24, 2021
Really good course. It provides a good overview of key issues in AI. Useful course for non-technical business leaders wanting to understand key concepts in AI which they can take back to their firms.
Reviewed on Jul 30, 2020
I must admit that this is the best online course that I've completed so far. The course is just simple and sweet explaining everything one needs to know clearly and simply without loosing its essence.
Reviewed on Dec 29, 2020
Interesting, and motivating. Provides the overview and encouraged me to think about how easily AI can be integrated into company job tasks. Thank you, you have given me shown me a path to the future.
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