Courses
Pick your track
Every lesson ends with “The Bug”: one common mistake, broken on purpose and fixed on screen.
For students and anyone with under a year of work. Goal: first internship or first AI job.
S1Free preview
AI Career Compass for Students
Pick a role and plan your first 90 days around college.
4,200 enrolled1.5 hrs
S1 · 1.5 hrs
- The AI job map
- Skills audit
- Choosing your lane
- 90-day roadmap around college
- Learning systems that stick
- Capstone: publish your roadmap
S2Builder
ML Foundations, Debugged
Core ML taught through broken models.
3,100 enrolled4 hrs
S2 · 4 hrs
- How machines learn
- Python data toolkit
- Regression and bias–variance
- Classification and metrics
- Trees and boosting
- Data leakage and classic bugs
- Neural networks with PyTorch
- Capstone: end-to-end project
S3Builder
GenAI for Beginners
Prompts, LLM APIs and your first RAG chatbot.
2,600 enrolled2.5 hrs
S3 · 2.5 hrs
- What LLMs are
- Prompting basics
- Your first API call
- Embeddings visually
- Build a simple RAG chatbot
- Capstone: study-helper bot
S4Builder
Land Your First AI Role
Internships, placements and your first offer.
1,900 enrolled2 hrs
S4 · 2 hrs
- Resume with no experience
- Portfolio over CGPA
- Internships
- Campus vs off-campus
- Fresher interviews
- LinkedIn and cold emails