Computing
How software, data and AI actually work
Mochivia teaches AI Fundamentals, Algorithms and Data Structures, Build Your First Useful Program and more in short, interactive lessons on iPhone. Each lesson takes 5 to 10 minutes and asks you to predict, sort or choose before it explains, and roadmaps put the lessons in an order that builds.
Updated
Roadmaps
- AI FundamentalsTest any chatbot yourself and take any AI claim apart.
- Algorithms and Data StructuresName the pattern behind an unfamiliar problem and justify it by cost.
- Build Your First Useful ProgramWrite a Python tool that automates a chore you do every week.
- Computational ThinkingBreak a messy problem into steps precise enough for a machine.
- Computer ScienceSee beneath your code, from bits and the CPU to computation's limits.
- Deep LearningFollow how neural networks learn and why vision and language models differ.
- Digital LiteracyUse your smartphone with confidence and handle scams and glitches yourself.
- JavaRead and write Java with classes, collections, streams and JUnit tests.
- Machine LearningRead an ML claim.
- Math for Machine LearningTrace the math in an ML paper by hand, attention equation included.
- Python for Data AnalysisClean, reshape and chart real data in pandas, in a rerunnable notebook.
- Software EngineeringWrite the path to a named file in a drawn tree.
- SQLAnswer your own data questions in SQL and check the number first.
- Technology LiteracyKnow roughly how any tech works and what to ask its sellers.
- Web DevelopmentBuild a full-stack site from an empty folder to a live URL.
- DatabasesBuild the universal mental model that every database is implemented against.
Careers
- AI Engineer
- AI Product Manager
- AI/Computer Research Scientist
- Analytics Engineer
- Backend Developer
- Data Analyst
- Data Architect
- Data Engineer
- Data Scientist
- Developer Advocate
- Forward Deployed Engineer
- Frontend Developer
- Full Stack Developer
- LLM Engineer
- Machine Learning Engineer
- MLOps Engineer
- Mobile Developer
- Software Engineer