All lecture decks and supporting resources from the 2 Week AI Bootcamp (20 hours) — from kickoff through your 60-second pitch.
— Lecture decks
Bootcamp Kickoff
Welcome to the Project-Based AI Bootcamp. Walks through the philosophy, the five tracks you can pick from, the four live sessions, and what you need to complete to earn your certificate, stipend, and AI credits.
Open Slides →Skill Forward — 6 Solo Projects
Six solo project options you can ship under 20 hours: Portfolio Generator, Portfolio Roaster, Skill-Gap Analyzer, Interview Story Bank, Cold Outreach Crafter, and Skill Forward-Match.
Open Slides →Solo Project Brief Template
Template to draft your project brief — scope, success criteria, and shipping plan.
Open Slides →Claude Skills
Working with Claude Skills — how to author, package, and use Skills to extend Claude for your project.
Open Slides →Prompt Engineering
Practical prompting patterns — structure, examples, and reliable techniques for getting consistent results.
Open Slides →LLM Evaluation
How to evaluate LLM outputs — building evals, measuring quality, and knowing when your model is good enough to ship.
Open Slides →Voice of Customer Insights — Guest Speaker: Vera Sell (PSU)
Guest lecture from Vera Sell of PSU School of Business on the why and how of Voice of Customer insights.
Open Slides →Business Structures
A quick tour of common business structures and what each means for solo builders and small teams.
Open Slides →Agent Introduction
Intro to AI agents — what they are, when to use them, and how they compose with tools and memory.
Open Slides →Vector Embeddings
Foundations of vector embeddings and how they power semantic search, retrieval, and RAG-style systems.
Open Slides →60-Second Pitch
How to crisply pitch your project in 60 seconds — structure, signals, and what makes it land.
Open Slides →— Further reading
Turn Repeated Instructions into Reusable Skills in Lovable
Lovable’s introduction to Skills — how reusable markdown instructions let you stop repeating yourself every time you build with AI.
Open Resource →Prompt Engineering Whitepaper (Kaggle)
Kaggle’s prompt engineering whitepaper — a deep dive into structured prompting techniques for getting consistent results from LLMs.
Open Resource →