AI Foundations

A practical, zero-jargon guide to your first interactions with AI tools. Set up accounts, learn what AI can and cannot do, and build a daily AI habit.

Understand what artificial intelligence really is, the different types of AI, how modern AI systems work, and why this technology matters for your life and career.

Master the art of writing effective AI prompts. Role-setting, chain-of-thought, few-shot prompting, and templates for common tasks — the highest-leverage AI skill.

Go under the hood of the technology powering ChatGPT, Claude, and Gemini. How transformers work, how models are trained, and how to choose the right one.

The foundations of modern AI: supervised learning, unsupervised learning, reinforcement learning, and the complete ML workflow from data to deployment.

Move beyond one-off prompts to real AI workflows. Writing, research, data analysis, coding, and decision-making — concrete techniques that save hours every week.

What AI agents are, how they plan and execute tasks autonomously, popular frameworks, multi-agent systems, and how agents will transform the way we work.

You don't need to be a programmer to build with AI. From no-code tools to your first API call and a working RAG application — get from idea to working prototype.