Learning Paths
Clear roadmaps from beginner to advanced — with real projects and AI-assisted workflow at the end.
Python Developer Path
Go from beginner to building real Python apps — then learn AI-assisted professional workflow.
Who It's For
Building real apps with Python
Course Sequence
What You'll Build
- Automation scripts that solve real problems
- A portfolio app (CLI or small GUI/web)
- A REST API backend (FastAPI-style concepts)
- A capstone project built with AI tools responsibly
Core Stack
What Makes This Path Unique
Project-first progression: learn concepts, then immediately ship real software.
AI Builder Path
Learn AI by building it: data → ML → deep learning → LLM apps.
Who It's For
ML + deep learning + shipping AI apps
Course Sequence
What You'll Build
- Data exploration notebook + visual insights
- ML model with evaluation metrics
- Small deep learning model (PyTorch-style concepts)
- LLM/RAG app that answers questions from a dataset
Core Stack
What Makes This Path Unique
Not just prompts — real ML foundations and modern AI product building.
Unity Game Dev Path
The complete Unity pipeline: C# → 2D → 3D → multiplayer → AI tools.
Who It's For
Game creators who want real Unity skills
Course Sequence
What You'll Build
- 2D game with levels, UI, and mechanics
- 3D game prototype with physics/interactions
- Multiplayer basics (lobby/session concepts)
- Capstone workflow: building faster with AI tools without losing quality
Core Stack
What Makes This Path Unique
Professional-style workflow: clean scenes, reusable scripts, debugging habits.
Web App Builder Path
Build modern web apps end-to-end — then learn AI-powered dev workflow.
Who It's For
Modern websites + full-stack apps
Course Sequence
What You'll Build
- Responsive website + portfolio
- React UI components and stateful apps
- Full-stack Next.js app (frontend + backend routes)
- Capstone: using AI tools to plan, code, test, and ship faster
Core Stack
What Makes This Path Unique
Full-stack focus: frontend + backend + deployment mindset.
Java Backend Path
Enterprise backend development: strong Java + Spring Boot + AI workflow.
Who It's For
Backend engineering and enterprise skills
Course Sequence
What You'll Build
- Java programs with clean OOP design
- Backend service with controllers/services (Spring concepts)
- API endpoints with real-world patterns
- Capstone: AI tools for code reviews, debugging, and productivity
Core Stack
What Makes This Path Unique
Backend-first engineering: structure, maintainability, and scalable design habits.
Competitive Programming Path
Train problem-solving like a sport: DSA mastery + contest ladder + AI training.
Who It's For
Contests + interviews + elite problem solving
Course Sequence
What You'll Build
- Pattern library of solved problem types
- Timed practice sets + review loops
- Graph/DP mastery drills
- Capstone: AI-assisted training with guardrails (explanations > answers)
Core Stack
What Makes This Path Unique
Performance-focused: speed, accuracy, and confidence under time pressure.
Not Sure Which Path Is Right?
Book a free intro session. We'll assess your level, discuss your goals, and recommend the perfect starting point.