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AI for everyone
Week 1: What is AI
- Introduction
- Machine Learning
- What is data
- The terminology of AI
- What makes an AI company?
- What Machine Learning can and cannot do
- Intuitive explanation of deep learning
Week 2: Building AI Projects
- Workflow of a Machine Learning project
- Workflow of a Data Science project
- Every job function needs to learn to use data
- How to choose an AI project
- Working with an AI team
- Technical tools for AI teams
Week 3: AI in Your Company
- Case study: Smart speaker
- Case study: Self-driving car
- Example roles of an AI team
- AI Transformation Playbook
- AI pitfalls to avoid
- Taking your first step in AI
- Survey of major AI applications
- Survey of major AI techniques
Week 4: AI and Society
- A realistic view of AI
- Discrimination / Bias
- Adversarial attacks
- Adverse uses
- AI and developing nations
- AI and jobs
- Conclusion
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Resource details
| Contributed by: | Generative AI |
| Authored by: |
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| Licence: | More information on licences |
| Last updated: | 22 September 2025 |
| First contributed: | 14 August 2025 |
| Audience access level: | Full user |
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