A Better Place to Learn How Hardware and ML Workloads Connect
The case for choosing Kaevo isn't about credentials on a wall. It's about how the sessions are built, what you leave with, and whether the knowledge holds up when you get back to your desk.
Back to HomeWhat You Get from a Kaevo Programme
Structured Lab Sessions
Each session follows a documented structure with defined activities. You know what you're covering and why, not just following along.
Real Hardware, Not Simulations
Workshop activities use actual devices in a set-up lab environment. You build intuition from real behaviour, not abstracted diagrams.
Take-Away Reference Materials
Notes, reference cards, and handbooks are yours after the session. Designed to be used, not filed away — clear enough to consult months later.
Small Cohorts
Group sizes are kept intentionally compact. Facilitators can track what each participant is working through and respond to questions as they arise.
Scope-Matched Programmes
Three distinct options cover different learning contexts — from a focused one-day introduction through to a custom team engagement — so the scope matches what you're actually trying to accomplish.
Located in Cyberjaya's Tech Core
The Kaevo space is in Cyberjaya, Malaysia's primary technology corridor. Accessible from Kuala Lumpur and easy to fit around working schedules in the region.
Each Advantage, Explained
Facilitation by Practitioners
Kaevo's facilitators aren't career educators who learned about ML hardware from textbooks. They come from engineering roles where understanding accelerator behaviour was a practical requirement. That difference shows in how they respond to questions — grounded in what actually happens on real hardware, not in what the documentation says should happen.
- Active experience in ML infrastructure and embedded systems
- Can address edge cases and unexpected results from activities
- Updates content based on current developments in the field
Participants regularly arrive with specific questions that stem from real work situations. A facilitator who's spent time at the hardware level can give a direct, calibrated answer. One who hasn't may give a technically correct but practically unhelpful one.
Technology Used Directly, Not Demonstrated
The distinction between watching a demonstration and running an activity yourself matters when it comes to hardware concepts. Kaevo's lab format puts participants in direct contact with the equipment, so the understanding that develops is based on their own observations rather than someone else's narration of what's happening.
- Lab equipment verified and ready before each session
- Activities structured so participants observe real behaviour
- Guided but not over-scaffolded — room to explore
Hardware intuition develops from repeated exposure to how systems behave, not from hearing descriptions of it. The only way to build that is to actually use the equipment, observe results, and reason about what you're seeing.
Responsive Service, Not a Queue Ticket
Booking, programme questions, and post-session follow-ups are handled by people at Kaevo, not automated systems. If you send an enquiry about whether the Applied Skills Series is the right fit, you'll get a direct response that addresses your specific situation — not a link to a FAQ page.
- Enquiries responded to within one working day
- Programme questions answered with specifics
- Corporate planning handled through direct conversation
Choosing the right programme matters more than finding the cheapest option. A direct conversation about your situation is far more useful than a comparison table. We'd rather help you figure out what fits.
Transparent, Fixed Pricing
All three programmes are priced clearly. RM 480 for the Introductory Workshop. RM 1,950 for the Applied Skills Series. RM 4,650 for the Corporate Training Package. No add-ons, no variable pricing based on company size, no hidden setup fees. Corporate packages include planning and delivery in the stated price.
- Prices published and consistent
- Corporate package scope confirmed in writing before payment
- Materials and facilitation included, not billed separately
Budget planning for training is easier when prices are fixed and complete. You shouldn't need a conversation just to find out what you'll actually pay.
Knowledge That Stays Useful
Workshop content focuses on principles and reasoning approaches that apply across hardware generations, not just the specifics of today's models. Participants leave with a framework for thinking about workload-hardware fit that remains useful as the technology changes, not just a set of facts about current products.
- Emphasis on transferable reasoning, not just product specs
- Reference materials revisable over time
- Foundational concepts that support deeper study
ML hardware evolves quickly. Training that only covers current specifications becomes outdated. Training that builds a way of thinking about hardware remains relevant through that evolution.
Kaevo vs. Typical Training Options
Most available ML hardware education falls into one of a few patterns. Here's how Kaevo sits alongside them.
| Feature | Online Self-Study | Large Training Providers | Kaevo |
|---|---|---|---|
| Hands-on lab activities | Sometimes | ||
| Facilitator responds to your questions | Limited | ||
| Take-away reference materials | Sometimes | Sometimes | |
| Small group size | |||
| Scope-matched options (individual to team) | Sometimes | ||
| Pricing known upfront | Varies | ||
| Malaysia-based, accessible scheduling |
What You Won't Find Elsewhere
The Concept Tray Format
Each session uses Kaevo's tray format — labelled sections for core concepts, edge cases, and reference pointers. Participants leave with a reference card structured the same way, so concepts stay organised and findable.
Inline Reference Chips
Reference materials use inline chips — short, labelled pointers that link a concept discussed in a session to a specific page in the handbook. No hunting for context across a long document.
Workload Fit Reasoning Framework
Kaevo's applied sessions teach a consistent reasoning framework for evaluating workload-hardware fit. It's documented in the reference handbook so it can be applied independently to new hardware scenarios after the course ends.
Corporate Scoping Session Included
Corporate Training Packages include an upfront scoping session where we understand your team's context before designing the delivery schedule. The content is shaped around actual team goals, not adapted from a generic syllabus.
Milestones and Acknowledgements
Participants across individual and corporate programmes since 2023
Years running workshops from the Cyberjaya venue
Corporate teams trained across Selangor and Kuala Lumpur
Average session rating from post-workshop feedback forms
See Which Programme Fits Your Situation
Send an enquiry with a line about what you're working on and which programme sounds closest. We'll confirm whether it's the right fit and what availability looks like.
Send an Enquiry