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AI for Social Good
Getting the Best Out of Your AI Team
Curriculum
12 Sections
12 Lessons
10 Weeks
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Roles in an AI Team
1
1.1
Roles in an AI Team
10 mins
A Three-Way Conversation
1
2.1
A Three-Way Conversation
10 mins
Setting Expectations About AI
1
3.1
Setting Expectations About AI
10 mins
Case Study: Breast Cancer Example
1
4.1
Case Study: Breast Cancer Example
10 mins
Project Scoping
1
5.1
Project Scoping
10 mins
The Reality of Running AI: Cost, Connectivity, and Context
1
6.1
The Reality of Running AI: Cost, Connectivity, and Context
10 mins
Understanding the Role of Environmental Context in AI Deployment
1
7.1
Understanding the Role of Environmental Context in AI Deployment
10 mins
Technology Resources
1
8.1
Technology Resources
10 mins
Data: Quantity and Quality, Annotations, Biases
1
9.1
Data: Quantity and Quality, Annotations, Biases
10 mins
Modeling
1
10.1
Modeling
10 mins
Final Thoughts
1
11.1
Final Thoughts
10 mins
References
1
12.1
References
10 mins
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