Prompt Engineering Basics
The foundational skill behind everything AI. Master the patterns that make models do what you actually want — reliably, every time.
Short lessons, real exercises, and projects you can actually show someone. Filter by track or level to find your starting point.
The foundational skill behind everything AI. Master the patterns that make models do what you actually want — reliably, every time.
From chatbots to agents that take action. Understand tools, memory, and reasoning loops — then build your first working agent.
Email triage, meeting notes, research summaries, and planning — a practical tour of AI as your daily co-pilot. No coding required.
Find the highest-leverage AI opportunities in a small business and implement your first three automations without hiring anyone.
Use AI coding assistants well: spec-first development, review habits, debugging with models, and avoiding the classic traps.
Model Context Protocol from zero: give AI assistants real access to your files, apps, and data — safely and on your terms.
Teach machines to see: image classification, object detection, and building a working vision demo on your own photos.
Take agents from demo to dependable: evaluation, guardrails, cost control, monitoring, and deployment patterns that survive real users.
When prompting isn't enough: data prep, fine-tuning workflows, evaluation, and knowing when a custom model is actually worth it.