AI for Product Managers

Section 1

Introduction to AI for PMs

  1. Brief History of AI

  2. How AI Transforms Products and Businesses

  3. AI's Impact on Roadmaps and Competition

Section 2

Foundational AI Concepts

  1. What Is Artificial Intelligence?

  2. Machine Learning (ML)

  3. Deep Learning (DL)

  4. Large Language Models (LLMs)

  5. NLP, Computer Vision, and Generative AI

Section 3

Major Players in AI

  1. AI Market Overview

  2. OpenAI

  3. Nvidia

  4. Microsoft

  5. Google

Section 4

Notable AI End-User Products

  1. AI Chats: ChatGPT, Gemini, Claude, and Grok

  2. AI Image Generation: Midjourney, DALL-E, and Stable Diffusion

  3. AI Video Generation: Sora and Veo

  4. AI Search: Perplexity

  5. AI Programming: GitHub Copilot, Devin, and Cursor

Section 5

AI Models to Know About

  1. Multimodal Models

  2. Claude

  3. GPT

  4. LLaMA

  5. Gemini

  6. Autonomous AI Agents

Section 6

Intro to Prompt Engineering

  1. User Prompts, System Instructions, and Context

  2. Temperature

  3. Prompting Best Practices and Techniques

Section 7

Building AI Products

  1. Choosing the Right AI Use Case

  2. RAG, Fine-Tuning, and Tool Use

  3. Evaluating AI Features

  4. Human Oversight and Trust

  5. Responsible AI and Governance

  6. AI UX Patterns for Product Managers