AI for Students
beginnerLearn smarter, think deeper — AI as your personal tutor: active reading, study systems, guided problem-solving, essay planning, and your own AI learning OS. No programming.
What you'll learn
~41 h guided · about 9 weeks at 5 h/week · +8 h on projects
- Explain why ChatGPT and Claude generate answers rather than looking them up like a search engine
- Explain how an LLM generates text token by token and why that differs from a search engine retrieving documents
- Split long readings into argument-shaped chunks and brief an assistant on each with module, level and purpose
- Explain why active recall and spaced repetition outperform re-reading, and identify which parts of that system an AI should manufacture
- Locate a stuck moment at one of five points — task, concept, start, middle or check — before asking for help
- Use steelman prompts to surface the strongest case against your own thesis
- Audit a semester workload into recurring tasks with assessments, weightings and dates from primary sources
- Adopt the "brief a colleague, don't query a search box" mental model
Curriculum
0/38 lessonsAI Foundations — optional basics (free)
Week 0 · 20 lessons
Beyond the chatbox: what AI assistants really are
How the model "thinks" — and why it changes how you ask
The capability map: what AI does brilliantly
The limits: hallucination, freshness, and what never to trust it with
Your first real win: turn a 30-minute task into 3
Context is everything: give it what it needs to know
Give it a role and a goal
Constraints and format: define what "good" looks like
Show, don't tell: examples and templates
Iterate like a pro: steer, don't restart
Documents and reports: summarise, extract, and draft better
Spreadsheets and data: Excel formulas, analysis, and charts
Presentations: from blank page to a solid deck
Long, messy input: transcripts, threads, notes, and screenshots
ChatGPT, Claude, Copilot, Gemini: which to reach for, and when
Make smarter decisions: AI as your thinking partner
Chaining steps: multi-part tasks done reliably
Your prompt library: reusable templates that save hours
Staying safe: privacy, accuracy, and company data
Capstone: do a real task end-to-end (graded) → your certificate
Week 1 — The AI Mindset: From Search Engine to Personal Tutor
Week 1 · 3 lessons
From search engine to study partner: how an LLM actually works
Amplify, don't replace: using AI without cheating yourself
Build your Socratic tutor: a prompt that quizzes you, not tells you
Week 2 — Active Reading & Information Compression
Week 2 · 3 lessons
Compressing dense reading without losing the argument
Feynman, analogy and Socratic: choosing your framework for understanding
Practical: build a three-level explainer for a hard paper
Week 3 — Intelligent Note-Taking & Personalised Study Systems
Week 3 · 3 lessons
Building a study workflow your AI can actually run
Turning messy transcripts and scrappy notes into a study guide
Build a custom study assistant that quizzes you on your syllabus
Week 4 — Problem-Solving, Debugging & Conceptual Friction
Week 4 · 3 lessons
Name where you are stuck before you ask for help
Make the AI coach you through the bug without spoiling it
Practical: run a no-spoilers debugging session with a hint-ladder chain
Week 5 — Essay Planning, Argument Mapping & Critical Thinking
Week 5 · 3 lessons
Stress-test your thesis: making AI argue against you
Verify before you cite: fact-checking AI outputs and tracing primary sources
The strict peer reviewer: getting AI to expose the flaws in your outline
Week 6 — Capstone: Your Personal AI Learning OS
Week 6 · 3 lessons
Audit your semester and assemble your learning system
Design workflows for exams, projects and new skills
Capstone: deliver your Personal AI Study Hub
What you'll build
1 project · ~8 h · each graded against a rubric
Capstone: Your Personal Learning OS
beginner · ~8 h
ChatGPT/ClaudePrompt systemsSpaced repetition
What we track
Everything below is graded by Nova and kept on your record: the thing an employer can open, run and verify.
- Every lesson completed →
Mastery per lesson from the spaced-retrieval cards, and your streak.
- Every exercise, graded →
Nova grades each one and keeps the grade — no self-marking.
- Every project, scored against a rubric →
The score, the feedback and the repo, on your portfolio for an employer to run.
- Your skill report →
The placement assessment maps your level topic by topic and updates as you re-check.
- The certificate →
Issued on completion, verifiable by anyone at /verify, addable to LinkedIn.
Get started
A senior, self-paced track with no placement test. Jump straight into lesson 1, free.
Featured projects
Capstone: Your Personal Learning OS
About
The people behind this track
Nova grades every submission; these are the humans who wrote the brief and stand behind it.