University of Pennsylvania - AI Strategy and Governance
- Offered byCoursera
- Public/Government Institute
AI Strategy and Governance at Coursera Overview
Duration | 10 hours |
Total fee | Free |
Mode of learning | Online |
Difficulty level | Beginner |
Official Website | Explore Free Course  |
Credential | Certificate |
- Overview
- Highlights
- Course Details
- Curriculum
AI Strategy and Governance at Coursera Highlights
- Earn a Certificate upon completion
- Course 4 of 4 in the AI For Business Specialization
- Financial aid available
AI Strategy and Governance at Coursera Course details
- Discover AI and the strategies that are used in transforming business in order to gain a competitive advantage
- Explore the multitude of uses for AI in an enterprise setting and the tools that are available to lower the barriers to AI use
- This course will also provide you with the tools to build responsible AI governance algorithms as faculty dive into the large datasets that you can expect to see in an enterprise setting and how that affects the business on a greater scale
- Examine AI in the organizational structure, how AI is playing a crucial role in change management, and the risks with AI processes
- Learn different strategies to recognize biases that exist within data, how to ensure that you maintain and build trust with user data and privacy, and what it takes to construct a responsible governance strategy
AI Strategy and Governance at Coursera Curriculum
Module 1 -Economics of AI
Intro to AI Strategy
AI- Driven Business Transformation
Developing a Portfolio
Lowering Barriers for AI Use
Economics of AI: Software
Economics of AI: Skills
Economics of AI: Compute
Economics of AI: Data
Economics of AI: AutoML
Economics of AI: Auto ML Hubris
Economics of AI: Competitive Implications
Interview with Apoorv Saxena
AI in the Organization Structure
Risks with AI
AI Governance
Interview With Barkha Saxena
Module 1 Slides
Module 1 Quiz
Module 2 -AI Innovation
Is AI and Data Analytics Suited for Innovation?
AI and Process Innovation
Product Innovation
Different Types of Product Innovation
Organization Factors
Dispersion of Employees
Managerial Practice
AI and Drug Example
Module 2 Slides
Module 2 Quiz
Module 3 -Algorithmic Bias and Fairness
Risks with AI
Algorithmic Bias and Fairness
Manipulation
Data Protection
Interview with Yogesh Mudgal
Module 3 Slides
Module 3 Quiz
Module 4 -AI Governance and Explainable AI
AI Governance
AI Ethics Principles
Explainable AI: What is Explainable AI?
Explainable AI: Examples of When Explainabilty is Important
Explainable AI: Tradeoffs Between Interpretability and Performance
Explainable AI: Approaches to Explainable AI
Explainability and the Law
Module 4 Slides
Module 4 Quiz
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