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

Want to create a thriving career in Product Management?

Join HelloPM's flagship AI Product Management program: https://hellopm.co/?ref=ytx

Trusted by 2200+ alumns from Amazon, CRED, Microsoft, Freshworks, Visa, Walmart, and more.

Ankit's LinkedIn profile: https://www.linkedin.com/in/ankythshukla/

In this power-packed 3 hour 30 mins masterclass you will learn the A to Z of AI Product Management.

All resources mentioned in the masterclass are here: https://hellopm.co/hellopm-ai-for-pms-masterclass-resources-oct25/

Chapters for easy navigation:

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