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Enter The Nexus
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Courses
Sustainable Excellence & Innovation
Curriculum
5 Sections
33 Lessons
10 Weeks
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Chapter 7: Patience and Plan to Surpass Human-Level Performance
7
1.1
The Importance of Patience in AI Development
10 mins
1.2
Strategic Planning for AI Implementation
10 mins
1.3
Understanding the Innovator’s Dilemma in AI
10 mins
1.4
Key Strategies for Achieving and Surpassing Human-Level Performance
10 mins
1.5
Innovating with Generative and Traditional AI
10 mins
1.6
Traditional AI vs. Generative AI
10 mins
1.7
Case Studies: Overcoming Initial Underperformance in AI
10 mins
Chapter 8: Model Explainability, Interpretability, Ethics, and Bias
7
2.1
Understanding Explainability in AI Models
10 mins
2.2
The Significance of Model Interpretability
10 mins
2.3
Ethical Considerations in AI Models
10 mins
2.4
Addressing Bias in AI Models
10 mins
2.5
Balancing Performance, Explainability, and Fairness
10 mins
2.6
Case Studies: Model Explainability, Interpretability, Ethics, and Bias
10 mins
2.7
Traditional AI vs. Generative AI in Model Explainability, Interpretability, Ethics, and Bias
10 mins
Chapter 9: Model Operations: Model Drift Management
8
3.1
Understanding Model Drift
10 mins
3.2
Key Components of Model Operations
10 mins
3.3
Strategies for Monitoring and Managing Model Drift
10 mins
3.4
The Role of Continuous Data Collection and Retraining
10 mins
3.5
Automation in Model Drift Management
10 mins
3.6
Incorporating Model Operations into the Product Roadmap
10 mins
3.7
Traditional AI vs. Generative AI in Model Drift Management
10 mins
3.8
Case Studies: Model Operations
10 mins
Chapter 10: AI Is the New UX: Transforming Human Interaction
8
4.1
The Evolution of Intelligence-First Product Management
10 mins
4.2
The Role of an AI-UX Product Manager
10 mins
4.3
AI as the Invisible Interface
10 mins
4.4
Multimodal Interactions
10 mins
4.5
Business Insights: Chat with Data
10 mins
4.6
Balancing Generative AI and Traditional AI in Model Operations
10 mins
4.7
Case Studies: Real-Life Applications of AI as the New UX
10 mins
4.8
Conclusion: The Dawn of Intelligence-First Product Creation—A New Chapter in Human Innovation
10 mins
Chapter 11: Understanding Generative AI for Product Management
3
5.1
Introduction to Generative AI
10 mins
5.2
Practical Applications of Generative AI
10 mins
5.3
Endnote
10 mins
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