AI Product Management - Complete Course - 3.5 hours - Masterclass | AI Agents, RAG, Evals, LLMs.

Become an AI-First Product Manager. Master AI Agents, RAG, and LLMs in this comprehensive 3.5-hour masterclass. 🚀 Join our flagship AI PM Program (Trusted by 2,200+ Alums from Amazon, Microsoft, & CRED): https://hellopm.co/?ref=ytx&utm_sourc... Why This Masterclass? The GenAI revolution is fundamentally changing how products are built. Whether you're an aspiring PM or a seasoned leader, this masterclass provides the end-to-end framework you need to build, scale, and evaluate AI-powered products. What You’ll Learn: • LLM Fundamentals: From tokenization to training stages. • Context Engineering: Deep dive into RAG (Retrieval-Augmented Generation). • AI Agents: How to design and deploy autonomous visual agents. • Practical Case Studies: Architecture of AI Meeting Assistants and Job Boards. • Career Growth: How to build a standout AI Portfolio and transition into AI PM roles. 📖 Get the Masterclass Slide Deck, Resources & Templates: https://hellopm.co/hellopm-ai-for-pms... Meet Your Instructor Ankit Shukla is the Founder of HelloPM, dedicated to helping professionals transition into high-growth Product roles. Connect on LinkedIn: https://www.linkedin.com/in/ankythshu... Chapters in this video: 00:00 Introduction to AI Product Management 00:44 Masterclass Overview and Agenda 02:07 The Gen AI Revolution 06:13 Understanding Large Language Models 08:56 Tokenization and Training Data 14:04 Stages of Large Language Model Training 24:46 The Role of Transformers and GPUs 38:41 Post-Training and Reducing Hallucinations 44:16 AI Product Management Value Chain 57:01 AI Note Takers: A Case Study 01:01:27 Understanding Market Opportunity for Meeting Assistants 01:02:13 Business Value and Strategic Opportunities 01:02:59 Designing Intuitive User Experiences 01:04:21 Engineering Feasibility and AI Orchestration 01:05:54 How AI Meeting Tools Work 01:13:27 Growth Strategies for AI Products 01:19:40 Introduction to Context Engineering 01:22:12 RAG: Retrieval-Augmented Generation 01:38:36 Prompt Engineering Essentials 01:50:28 Guide to Prompt Engineering for Busy People 01:54:11 Session Recap and Audience Engagement 01:54:29 Introduction to AI Product Management Masterclass 01:55:50 Understanding Large Language Models (LLMs) 01:58:41 AI Product Management Roles and Responsibilities 01:59:38 Building AI-Powered Meeting Assistants 02:03:33 Context Engineering and RAG Models 02:06:44 Prompt Engineering Tips and Techniques 02:28:10 Fine-Tuning Large Language Models 02:35:11 Introduction to Transfer Learning 02:38:56 Creating and Utilizing AI Agents 02:47:31 Summarizing LinkedIn Posts with AI 02:48:12 Creating Effective Prompts for AI 02:49:05 Sending Email Summaries 02:50:41 Understanding AI Agents and Their Components 02:51:22 Exploring AI Use Cases and Tools 02:52:10 Building AI Products: Key Considerations 02:53:34 Introduction to Visual Agents and Orchestrators 02:54:06 The Importance of Guardrails in AI 03:11:16 Evaluating AI Products 03:14:54 Creating a Job Website with AI 03:25:28 Building a Strong AI Portfolio 03:30:30 Conclusion and Next Steps #AIProductManagement #ProductManagement #GenerativeAI #LLM #RAG #AIAgents #HelloPM #AnkitShukla