Outskill 2-Day AI Mastermind

Outskill is an AI education provider that runs two-day mastermind workshops covering hands-on use of AI tools, AI agent building, workflow automation, image and video generation, and AI-assisted coding.

Rival Workshop is a downloadable kit of 150 editable instruction files, or skills, for AI coding tools including Codex, Claude Code, and Cursor. The skills cover work across 22 disciplines, including product strategy, accessibility, design, frontend and backend engineering, data, AI engineering, security, testing, delivery, marketing, and operations, and are supplied with working examples and an installer for adding them to a project. Its companion app lists the skills, supports search and filtering, shows which skills an agent loads, and lets users enable, disable, rewrite, or add skills from the web. The included Brief tool turns a code change into a visual report with source references for review before merging. The download also includes an optional image helper; the app requires Node 20 or newer, while the image helper requires Python 3.10 or newer and a compatible image-provider key. The product is sold as a one-time purchase with future Workshop editions included, and the skills can be used and edited in personal or client projects but not redistributed as a competing collection.

AI Engineering Lab is a free, self-paced 24-week AI engineering course developed by Zorost Intelligence AI Lab. It takes learners from Python and machine learning through deep learning, LLM internals, prompt and context engineering, retrieval-augmented generation with vector search, quantization, LoRA and DPO fine-tuning, evaluation harnesses, coding-agent harnesses, AI agents, MCP, and cloud and Databricks platforms including Azure AI Foundry, Google Vertex AI, AWS Bedrock, and Databricks. The curriculum uses one continuous fictional freight-company case study. Each week pairs a concept with a runnable Python, SQL, or PySpark artifact; from Week 3 onward, the work includes a metric and an error note. The repository contains 43 runnable notebooks, publishes the full curriculum online, requires no signup or paid API key, and states that the first eight weeks require no GPU. It is MIT licensed.