Online School · Kuching, Sarawak

Build AI Systems
You Can Explain
and Maintain

Three structured tracks — from first Python pipeline to production deployment — taught in Malaysian time with a fixed mentor-to-learner ratio on each track.

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+60 82 356 918

[email protected]

Mentor ratio printed on each track

Programme Catalogue

Three Tracks, Clearly Labelled

Each track below is presented as a front-panel specification — scope, hours per week, mentor ratio and price are stated up front so you can compare before enrolling.

Signal Basics Track

Python for numerical work, data structures for model inputs, probability and linear algebra — worked through to a first end-to-end pipeline. Written for engineers from embedded systems, network operations or scientific computing.

Nine weeks · 9 hrs/week
Mentor ratio 1 : 12
Twice-weekly live sessions (MY time)
Five reviewed exercises + pipeline project
Completion record listing topics covered

RM 720 Enquire

Instrumented Modelling Track

Builds models with measurement from the first commit — vision and language architectures, experiment tracking, ablation discipline, reproducible environments and honest reporting of what a model does not do.

17 weeks · 13 hrs/week
Mentor ratio 1 : 8
GPU credits included
Four reviewed milestones + ablation report
Peer review circles

RM 2,640 Enquire

Deployment & Reliability Track

Running model-based systems under real load — serving architecture, latency budgets, retrieval pipelines, monitoring, incident practice and rollback design. For engineers who will carry a pager for a system they helped build.

23 weeks · 15 hrs/week
Mentor ratio 1 : 6
Cloud credits + 2 incident simulations
2 architecture reviews with practising engineers
Capstone system observed for 4 weeks

RM 4,530 Enquire

Why Synapt Works

What Is Printed on the Front Panel

Malaysian Time Zone

Live sessions are scheduled in MYT. No early-morning or late-night calls to reach a mentor in a distant region.

Fixed Mentor Ratios

Each track states its ratio on the front panel — 1:12, 1:8 or 1:6 — and cohort size is capped to maintain it.

Scope Stated Up Front

Weekly hours, number of exercises and what the completion record covers are written in the track specification before enrolment.

Sequential and Stackable

Tracks follow a logical progression. Engineers with existing Python experience may enter at the modelling or deployment level directly.

Limitations Stated Clearly

We do not arrange employment, contact hiring organisations on your behalf, or make claims about salary outcomes. Our scope is education and practice.

Production-Relevant Work

Exercises are drawn from real engineering concerns — ablation reports, incident simulations, latency budgets — not toy datasets in isolation.

Which Track Fits Where You Are Now?

Read the full specification on each track's page, then send us a question. We will respond with the cohort schedule and any clarifications you need.

Send a Question Full Track Details

+60 82 356 918 [email protected]

Common Questions

Frequently Asked

Do I need prior machine learning experience to enrol?

Signal Basics is designed for engineers from adjacent fields — embedded systems, network operations, scientific computing — who have not yet worked with ML pipelines. The modelling and deployment tracks assume either completion of the basics track or equivalent Python-in-production experience. Each track lists entry expectations in its specification sheet.

Can I take more than one track at the same time?

Tracks are designed to follow in sequence. Taking two simultaneously is possible only if you already have the entry knowledge for both and can manage the combined weekly hours. We suggest discussing this with us before enrolling so we can advise based on your current workload.

What does the completion record contain?

The completion record lists the topics covered, the exercises reviewed and, on the deployment track, a description of the capstone system and its measured behaviour during the four-week observation period. It does not confer an accredited qualification. We state this plainly because we think it matters.

Are sessions recorded if I miss a live call?

Yes. Recorded material is included in all three tracks. Live sessions are the primary interaction point, but recordings are available so that learners in different parts of Malaysia can review content if work schedules conflict with a particular session.

What is the refund policy?

Refund conditions are set out in the Terms & Conditions. In general, a full refund is available if you withdraw before the first live session of your cohort. After the first session begins, a partial refund proportional to weeks remaining may apply. Please read the terms before enrolling.

Does Synapt Works assist with job placement?

No. We do not arrange employment, contact hiring organisations on your behalf, or make any representation about salary or career outcomes. Our scope is structured vocational education and practice in AI development.

How are payments made?

Fees are quoted in Malaysian Ringgit and payable in full before the cohort start date. Payment options and accepted methods are confirmed when we send your enrolment details. Contact us through the form below if you have questions about timing.

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Jalan Padungan 47, 93100 Kuching, Sarawak, Malaysia

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