A productized catalog — not a pile of courses.
One ladder, every stream. The four levels never change — so the path is always clear and “L2” means the same thing whether you're building robots or training neural networks. The catalog itself grows as the frontier does: we add a stream when the technology earns it, and the ladder stays exactly as it is. Choose a stream, start free at L0, ascend to Mastery.
Discover → Foundation → Practitioner → Mastery
Sessions run 2 hours. The hour count is fixed; the calendar flexes to a daily, alternate-day, or summer-intensive schedule. The same level costs the same in every stream — see the price sheet.
Try the field, hands-on, in a single afternoon.
The real basics, and your first thing that works.
Applied depth — a project you can show someone.
Portfolio-grade command. This is the goal.
Pick your frontier
Each stream has its own page with the four levels, what you build at each, and the complete Mastery syllabus.
Robotics & Electronics
Circuits → Arduino → a sensor-driven robot car → an industry-grade embedded, IoT and vision build. Optional take-home kits.
Levels & syllabus →AR/VR Game Development
Unity and C# → a playable experience → a published VR or mobile AR app on a real device.
Levels & syllabus →Data Science with AIML
Wrangling and EDA → classical ML → a deployed, monitored data product with MLOps.
Levels & syllabus →Deep Learning with LLM
Neural nets → CNNs and sequence models → transformers, LLM fine-tuning and diffusion.
Levels & syllabus →Full Stack
HTML, CSS and JS → a working app → a deployed React and Flask application at a public URL.
Levels & syllabus →Vibe Producting
Build products with AI — for product managers. Idea → MVP → a live, secure, instrumented AI product.
Levels & syllabus →Gen AI Mastery
Apply generative AI to real work — productivity, creative AI, custom assistants and no-code automation.
Levels & syllabus →Blockchain · Cyber · Quantum
Added only once we have built genuine depth to teach them with rigor — not the moment they trend.
What you build, level by level
Read across a row to see one stream's ascension; read down a column to see that every stream demands the same commitment at the same rung.
| Stream | L0 Discover3 hrs · free | L1 Foundation12 hrs · ~1 week | L2 Practitioner40 hrs · ~1 month | L3 Mastery120 hrs · ~3 months |
|---|---|---|---|---|
| Robotics & Electronics | Electronics basics | Sensors + Arduino | Sensor-driven robot car | Embedded · IoT · vision · edge AI |
| AR/VR Game Dev | Intro to AR/VR | Unity · first scene | A playable experience | A published immersive app |
| Data Science with AIML | What is data science | Python · wrangling · EDA | Classical ML + project | Deployed data product + MLOps |
| Deep Learning with LLM | What is deep learning | Neural-net foundations | CNN/RNN · CV & NLP | Transformers, LLMs & diffusion |
| Full Stack | How the web works | HTML/CSS/JS | A working app | Deployed React + Flask app |
| Vibe Producting | Idea → working thing | AI-assisted building | Your first shipped product | A live, secure, instrumented product |
| Gen AI Mastery | Intro to Gen AI | Use-case toolkit | skipped by design | Applied no-code mastery |
Robotics adds L4 · Pioneer — an advanced frontier build above Mastery. Gen AI Mastery skips L2 because it is breadth-first and applied. Cell text is what you build; the full unit-by-unit L3 syllabus is on each stream page.
Which AI path is actually yours?
We separate the AI streams by who you are and what you'll build, not by which buzzwords they contain. Read the four sentences below and one of them will describe you.
Data Science with AIML
“I want to find answers in data and build models that hold up.” The on-ramp of the AI family.
Start here →Deep Learning with LLM
“I want to build and train the models themselves, and understand the maths.” Sits above Data Science.
Go deeper →Vibe Producting
“I want to ship AI products.” Product sense matters more than deep coding here.
Build products →Gen AI Mastery
“I want to be brilliant at using AI in my own work, without writing code.” No programming, ever.
No code →Start free with L0.
Try any stream with a 3-hour Discover session — hands-on, no cost, no commitment. It is the honest way to find out whether a field is for you.