Overview

SECTION 1: Foundations of AI Product Thinking Introduction to AI Products AI vs Traditional Software Products The AI Product Lifecycle Understanding Users in AI Systems Ethics, Bias & Responsible AI SECTION 2: AI Fundamentals for Product Managers Basics of Machine Learning Data: The Fuel of AI Model Types (NLP, CV, Generative AI) Evaluation Metrics & Trade-offs AI System Architecture SECTION 3: AI Product Design Designing AI Experiences Human-AI Interaction Design Prompt Engineering & UX Personalization & Recommendation Systems Conversational Interfaces SECTION 4: AI Product Development MVP Strategy for AI Products Data Pipelines & Infrastructure Model Selection & Integration APIs & LLM Integration Experimentation & Iteration SECTION 5: AI Product Management Roadmapping AI Products AI Product Metrics Growth & Scaling AI Monetization Strategies Managing AI Teams SECTION 6: Advanced Topics Generative AI Products Autonomous Agents & AI Workflows AI Startups & Venture Building Future Trends in AI Product Management Capstone Project

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