S1 | The AI SPRINT ⚡️| AI Product Management - How LLMs Work - Gen AI for Product Managers | HELLOPM скачать в хорошем качестве

S1 | The AI SPRINT ⚡️| AI Product Management - How LLMs Work - Gen AI for Product Managers | HELLOPM

Welcome to The AI Sprint by HelloPM – a free, 4-day learning series designed to help you master AI Product Management, Generative AI, and Large Language Models (LLMs). In this first session, we break down how LLMs actually work, the GenAI value stack, and how product managers can build AI-powered products that drive real business outcomes. What you’ll learn in this session • Predictive AI vs Generative AI explained with real-world use cases • The GenAI Value Stack: Infrastructure, Models, Applications, and Services • How Large Language Models (LLMs) work under the hood • Core AI PM vs Applied AI PM — where do you fit in? • Frameworks for building valuable, viable, usable, and feasible AI products Chapters 00:00 Welcome to The AI Sprint: Orientation for Product Managers and Founders 05:12 Mindset Over Tactics: Why Curiosity Beats Short-Term Hacks in AI PM 12:25 Defining Product Management: Business Outcomes Meet User Problems 20:48 Predictive AI Explained: Fraud Detection, Forecasting, and Recommendations 29:15 Generative AI Demystified: Understand, Transform, and Generate Content 38:40 GenAI Value Stack: Infrastructure, Models, Applications, and Services 47:05 Core vs Applied AI PMs: What Role Do You Fit Into? 55:18 How Large Language Models Work: Predicting the Next Word in Context 01:04:30 Tokens and Training: Turning Data Into Knowledge for LLMs 01:13:22 From Base Model to Useful Model: Post-Training and Human Feedback 01:22:14 Attention Is All You Need: Transformers, Parallel Processing, and GPUs 01:31:45 Why NVIDIA Won the AI Race: GPUs as the Backbone of LLMs 01:41:09 Building AI Products: Starting With Problems, Not Technology 01:50:55 Marty Cagan’s Four Lenses: Valuable, Viable, Usable, and Feasible AI Products 01:59:40 Closing Notes: Feedback, Resources, and What’s Next in The AI Sprint ‣ Get all recordings & slide deck from here → https://hellopm.link/tas25recsY1 ‣ Participate in the AI Sprint Vibe-athon Case Challenge Competition: https://hellopm.link/tas25caseY1 ‣ Want to go deeper? Explore HelloPM’s flagship AI Product Management Program here → https://hellopm.co/?refer=yts1 Don’t forget to subscribe for more sessions, case studies, and hands-on strategies in AI Product Management. Keywords AI product management, generative AI, predictive AI, large language models explained, how LLMs work, transformers in AI, AI for product managers, AI sprint HelloPM, AI value stack, applied AI PM vs core AI PM, AI PM roadmap, AI career for product managers, GPT explained, reinforcement learning with human feedback, AI tools for PMs, building AI products, Marty Cagan product principles, AI product strategy, AI training data, AI in business outcomes, future of AI in product management Tags / Hashtags #AIProductManagement #GenerativeAI #LargeLanguageModels #ArtificialIntelligence #ProductManagement #HelloPM #AISprint #ChatGPT #AIForProductManagers #AIProductStrategy #TechCareers #FutureOfWork