Core Technical Foundations
Code to Create
Go from zero to writing Python scripts and shipping real automation projects.
What you'll learn · 12 modules
- Week 1Getting Started with Python
- Week 2Control Flow (If/Else)
- Week 3Loops (For & While)
- Week 4Data Structures (Lists & Dicts)
- Week 5Functions
- Week 6File I/O & Data Persistence
- Week 7Mini-Project 1: Automation Script
- Week 8Introduction to Libraries & APIs
- Week 9Review & Debugging Clinic
- Week 10Introduction to Object-Oriented Programming (OOP)
- Week 11Mini-Project 2: Interactive Program
- Week 12Capstone & Celebration
~6,000 XP12 WEEKSABSOLUTE BEGINNER
Core Technical Foundations
The Math of Everything
Linear algebra, calculus and statistics — visualised and solved in Python.
What you'll learn · 5 modules
- Weeks 1-2Linear Algebra Foundations
- Weeks 3-4Calculus & Change
- Weeks 5-7Statistics & Probability
- Weeks 8-9Applied Math & Mini-Projects
- Week 10Capstone & Integration
~4,500 XP10 WEEKSBEGINNER–INTERMEDIATE
Core Technical Foundations
Physics Unlocked
Mechanics, electricity and waves through virtual experiments and everyday phenomena.
What you'll learn · 12 modules
- Week 1Motion & Newton's Laws
- Week 2Friction, Normal Force & Tension
- Week 3Energy, Momentum & Rotation
- Week 4Charge, Fields & Voltage
- Week 5Ohm's Law, Circuits & Power
- Week 6Magnetism & Induction
- Week 7Waves, Sound & Doppler
- Week 8Light, Optics & the EM Spectrum
- Week 9Quantum Basics & Modern Physics
- Week 10Physics in Technology
- Week 11Physics in IoT & AI
- Week 12Capstone & Showcase
~6,000 XP12 WEEKSBEGINNER
AI & Automation
AI Made Simple
ML fundamentals, neural networks, prompt engineering and applied AI — without the jargon.
What you'll learn · 8 modules
- Week 1ML Fundamentals
- Week 2Neural Networks 101
- Week 3Practical Prompt Engineering
- Week 4AI Tools & APIs
- Week 5Computer Vision Basics
- Weeks 6-7Natural Language Processing (NLP)
- Weeks 8-9Ethics, Bias, Limitations
- Week 10Capstone & Future
~4,500 XP10 WEEKSBEGINNER–INTERMEDIATE
AI & Automation
Automation Mastery
Build no-code and API-driven workflows that save hours of manual work every week.
What you'll learn · 5 modules
- Week 1Automation Fundamentals
- Weeks 2-3No-Code Tools (Zapier)
- Weeks 4-5APIs & Webhooks
- Weeks 6-7Advanced Integrations
- Week 8Capstone & Business Value
~3,500 XP8 WEEKSINTERMEDIATE
AI & Automation
Build Your First AI Project
Plan, build and deploy a complete AI application — a real portfolio piece.
What you'll learn · 5 modules
- Week 1Project Planning
- Weeks 2-3Data Preparation & Exploration
- Weeks 4-5Model Development & Training
- Weeks 6-7Deployment & Polish
- Week 8Showcase & Reflection
~1,500–2,000 XP (shorter, more intensive)8 WEEKSINTERMEDIATE
AI & Automation
Data Storytelling
Analyze, visualize and narrate data so it persuades — with pandas, matplotlib and Tableau.
What you'll learn · 4 modules
- Weeks 1-2Data Fundamentals
- Weeks 3-4Visualization Principles
- Weeks 5-6Statistical Analysis
- Weeks 7-8Storytelling & Presentation
~3,000 XP8 WEEKSINTERMEDIATE
Modern Making
IoT for Makers
Build circuits, program Arduino & Raspberry Pi, and connect sensors to the internet.
What you'll learn · 5 modules
- Weeks 1-2Electronics Fundamentals
- Weeks 3-4Arduino Introduction
- Weeks 5-6Sensors & Communication
- Weeks 7-8Connecting to the Internet
- Weeks 9-10Advanced Projects & Capstone
~4,500 XP10 WEEKSINTERMEDIATE
Modern Making
Full-Stack Web
Build and deploy complete web applications — frontend, backend, database and hosting.
What you'll learn · 6 modules
- Weeks 1-2Frontend Basics
- Weeks 3-5React Foundation
- Weeks 6-7Backend Basics
- Weeks 8-9Databases
- Weeks 10-11Putting It Together
- Week 12Deployment & Showcase
~6,000 XP12 WEEKSINTERMEDIATE–ADVANCED
Modern Making
The Creator's Toolkit
Design, video, and creative coding — combine art and code into a real portfolio.
What you'll learn · 5 modules
- Weeks 1-2Design Fundamentals
- Weeks 3-4Video Basics
- Weeks 5-6Creative Coding
- Weeks 7-8Advanced Creative
- Weeks 9-10Portfolio & Showcase
~3,500 XP10 WEEKSBEGINNER–INTERMEDIATE
Mindset & Strategy
Think Like an Entrepreneur
Frame problems, validate ideas, pitch with confidence and decide under uncertainty.
What you'll learn · 6 modules
- Week 1Problem Framing
- Week 2Systems Thinking
- Week 3Validation
- Weeks 4-5Pitching & Communication
- Weeks 6-7Decision-Making & Resilience
- Week 8Capstone & Next Steps
~1,200 XP8 WEEKSALL
Mindset & Strategy
Learning How to Learn
Understand how learning works, beat frustration and build a durable growth mindset.
What you'll learn · 6 modules
- Week 1How Your Brain Learns
- Week 2Overcoming Frustration
- Week 3Imposter Syndrome & Mindset
- Week 4Study Strategies That Work
- Week 5Goal-Setting & Accountability
- Week 6Integration & Reflection
~700 XP6 WEEKSALL