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

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:   / 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... 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