GenAI for ML Product Entrepreneurs: Model Selection, Prompt Engineering, Integration, Fine-tuning, and Responsible AI

Master GenAI model selection, prompt engineering, integration, fine-tuning, and responsible AI to build innovative upskilling products.

GenAI Model Selection and Evaluation

Unit 1: GenAI Model Landscape

Unit 2: KPIs for GenAI in Upskilling

Unit 3: Framework for Model Comparison

Prompt Engineering for Upskilling

Unit 1: Prompt Engineering Fundamentals

Unit 2: Prompting for Specific Upskilling Use Cases

Unit 3: Advanced Prompt Engineering Techniques

Integration and Customization of GenAI Models

Unit 1: GenAI Integration Fundamentals

Unit 2: Retrieval-Augmented Generation (RAG)

Unit 3: Fine-Tuning GenAI Models

Unit 4: Scalability, Security, and Maintainability

Responsible AI in Upskilling

Unit 1: Understanding Bias and Fairness

Unit 2: Data Privacy and Security

Unit 3: Content Moderation and Ethical Guidelines