Build real AI skills — cohort by cohort, notebook by notebook.
Structured online courses for engineers and analysts in Malaysia who want to move from knowing about AI to shipping it. Live sessions, weekly code review, cloud compute included.
Three cohort courses, each at a different level
Each course runs as a cohort with live sessions, weekly feedback and a practical deliverable. Pick the one that matches where you are now.
Python for Data and Modelling
A starter cohort for people who can write a little code and want the specific Python skills that modelling work depends on. NumPy, pandas, clean data thinking, version control habits that survive a team.
- 10 live sessions with replays
- Weekly exercises with written feedback
- Final notebook code review
- Cohort forum + one mentor call
Neural Networks and Model Training
From fundamentals to training your own networks with real judgement about what is going wrong and why. Gradient descent, CNNs, attention, transfer learning, loss curve diagnostics.
- 18 live sessions + cloud compute credits
- Weekly code review
- Training-run debugging clinic
- 3 mentor calls + written assessment
Applied AI Systems Programme
Building systems around models rather than models alone. Retrieval pipelines, embedding stores, latency and cost engineering, guardrails, observability, and responsible deployment.
- 30 weeks live teaching + compute credits
- Assigned mentor throughout
- 3 shipped-project assessments
- Architecture review clinic + capstone
What makes learning here different
Notebook-first teaching
Every concept is shown in a working notebook. You run the code, see the output, and understand what changed — not just what was claimed.
Written feedback on your work
Each exercise and project gets written notes from an instructor — specific to your code, not generic comments that apply to anyone.
Compute included
Neural network and systems courses include cloud compute credits. No need to configure local GPUs before the first session.
Cohort format
You go through the course alongside a group of peers at the same stage. Questions in the forum get real answers, not links to documentation.
Debugging is part of the curriculum
Loss curves, data pipeline failures, silent shape errors — these get dedicated time because that is where learners actually spend their hours.
Completion records that show the work
Completion records describe the projects you shipped and the assessment criteria, so employers can see what you actually did.
Ready to move from theory to working code?
Send us a message and we will help you pick the right course based on your background and what you want to build.
Questions people ask before enrolling
What level of coding do I need to join the Python course?
Do I need a GPU or high-spec machine locally?
What happens if I miss a live session?
How many hours a week does each course take?
Is payment made upfront or in instalments?
What do I have at the end of each course?
How is my data handled?
Our Location
Unit 7-3, Icon City, Jalan SS 8/39, 47300 Petaling Jaya, Selangor
Get in Touch
Contact Details
Phone
+60 12-874 3096Address
Unit 7-3, Icon City, Jalan SS 8/39
47300 Petaling Jaya, Selangor
Office Hours
Monday – Friday: 9:00 AM – 6:00 PM MYT
Saturday: 10:00 AM – 2:00 PM MYT
Live sessions run on scheduled cohort timetables
[ readiness_check.run() ]
- I can write basic code in any language
- I have 5+ hours a week for structured study
- I want to build something real, not just pass a quiz
- I am comfortable reading English technical documentation
If most of these fit — you are a good candidate.