Video 01
Free · Open To Everyone
AI Should Benefit Everyone
AI For Everyone is AIPTD's initiative to proliferate AI knowledge and skills, both through AIPTD-created and sponsored content and curation of external resources. Content in this section is built to support a wide range of audiences and skill levels, not just professionals, and will never live behind a paywall. To receive a notification once new resources are added, please click here.
5 units · 50 videos · Launching 2026
AI For Everyone Video Library
Welcome to our AI For Everyone video library, a free resource designed to make artificial intelligence simple and accessible for all. Our initial offering of 50 short videos explains AI in a clear, easy-to-follow format, giving everyone the opportunity to understand and benefit from AI at no cost. Click on the + icons to view the available videos in each category. To receive a notification once new resources are added, please click here.
Unit 01 · Videos 1–10Foundations Of AIWhat AI is and how it came to be
Video 02
A Brief History of AI: From Turing to Today
Video 03
How Computers "Learn": The Basics of Machine Learning
Video 04
What Is a Neural Network? (The Brain Analogy Explained)
Video 05
What Is Deep Learning and Why Does It Matter?
Video 06
What Is an LLM (Large Language Model)?
Video 07
How Are LLMs Trained? (Data, Compute & Scale)
Video 08
What Is a Token? How AI "Reads" Text
Coming soon
Video 09
AI vs. Human Intelligence: Key Differences & Similarities
Coming soon
Video 10
Types of AI: Narrow AI, General AI & What's Actually Real Today
Unit 02 · Videos 11–20How Modern AI WorksFoundation models, transformers, and why AI hallucinates
Coming soon
Video 11
What Is a Foundation Model?
Coming soon
Video 12
What Is a Transformer? (The Architecture Behind ChatGPT & Friends)
Coming soon
Video 13
What Does "Training Data" Mean, and Why It Matters
Coming soon
Video 14
Hallucinations: Why AI Makes Things Up
Coming soon
Video 15
What Is Temperature? How AI Chooses Its Words
Coming soon
Video 16
What Is Context Window? Why AI "Forgets" Long Conversations
Coming soon
Video 17
How AI Generates Images (Diffusion Models Explained)
Coming soon
Video 18
Text, Image, Audio, Video: The Rise of Multimodal AI
Coming soon
Video 19
What Is a Chatbot vs. an AI Agent?
Coming soon
Video 20
Open Source vs. Closed AI Models: What's the Difference?
Unit 03 · Videos 21–30Working With AI: Prompting FundamentalsHow to communicate effectively with AI
Coming soon
Video 21
What Is a Prompt? Your First Conversation With AI
Coming soon
Video 22
The Anatomy of a Great Prompt
Coming soon
Video 23
Zero-Shot, One-Shot & Few-Shot Prompting Explained
Coming soon
Video 24
Chain-of-Thought Prompting: Getting AI to "Show Its Work"
Coming soon
Video 25
Giving AI a Role: Using Personas & System Prompts
Coming soon
Video 26
Iterating on Prompts: How to Refine & Improve Results
Coming soon
Video 27
Prompt Anti-Patterns: Common Mistakes to Avoid
Coming soon
Video 28
Writing Prompts for Creative Tasks (Writing, Brainstorming, Ideas)
Coming soon
Video 29
Writing Prompts for Analytical Tasks (Research, Summarizing, Data)
Coming soon
Video 30
Writing Prompts for Technical Tasks (Code, Formulas, Structured Output)
Unit 04 · Videos 31–40Practical AI SkillsApplying AI to real work and life
Coming soon
Video 31
How to Summarize Long Documents With AI
Coming soon
Video 32
Using AI for Research: What It's Good For (and Where It Fails)
Coming soon
Video 33
AI for Writing: Drafts, Editing & Tone
Coming soon
Video 34
AI for Coding: Explaining, Debugging & Generating Code
Coming soon
Video 35
Using AI for Learning & Studying
Coming soon
Video 36
AI for Data Analysis: Asking Questions About Your Numbers
Coming soon
Video 37
Building a Personal Workflow With AI Tools
Coming soon
Video 38
AI Tools Landscape: ChatGPT, Claude, Gemini & More Compared
Coming soon
Video 39
Using AI APIs: A Beginner's Overview
Coming soon
Video 40
AI Agents & Automation: What They Can Do for You
Unit 05 · Videos 41–50Critical Thinking, Ethics & SafetyBeing a responsible and skeptical AI user
Coming soon
Video 41
How to Fact-Check AI Output
Coming soon
Video 42
Bias in AI: Where It Comes From and How to Spot It
Coming soon
Video 43
Privacy & AI: What You Should (and Shouldn't) Share
Coming soon
Video 44
Copyright, Ownership & AI-Generated Content
Coming soon
Video 45
Deepfakes & Synthetic Media: How to Detect Them
Coming soon
Video 46
AI in the Workplace: Opportunities, Risks & Etiquette
Coming soon
Video 47
The Environmental Cost of AI
Coming soon
Video 48
Who Controls AI? Big Tech, Regulation & Open Source
Coming soon
Video 49
AI Safety & Alignment: Why It's a Big Deal
Coming soon
Video 50
The Future of AI Literacy: Skills You'll Need in an AI World
The AI For Everyone Initiative is continuously expanding. Everything here, from the video library to the curated external resources, is actively updated and maintained. Whether you are learning for yourself or looking for resources for your team, organization, or class, we recommend that you check back regularly and keep a bookmark for this page. We are excited to share these resources with you. If you want to be notified when new resources become available, fill out and submit the form below.