Why Rungroj
What Makes the Difference
There are many ways to learn AI. This page explains what Rungroj does differently, and why it matters for a learner who wants to build real skills at a manageable pace.
Back to HomeAt a Glance
Six Things Worth Knowing
Structured from Start to Finish
Every course has a published outline so learners know exactly what each week covers and how the pieces connect.
Named Mentor for Each Learner
Not a help desk or a forum — a specific person who knows your work and responds within one working day.
Portfolio Work You Own
Each course ends with a project you built with guidance — yours to show, share, and continue developing.
Flexible Around Your Life
No live lectures to attend. Work through lessons when it suits you, within a reasonable weekly rhythm.
Clear, All-Inclusive Pricing
One fee per course covers everything: lessons, materials, mentor support, and project feedback. No hidden add-ons.
Responsible AI Built In
Ethics and responsible practice are covered throughout — not saved for an optional module that most learners skip.
Expertise
Taught by Practitioners, Not Presenters
Our instructors come from active roles in the AI and software development field. The examples they use, the tools they recommend, and the mistakes they warn against are drawn from real experience — not assembled from textbooks.
- Industry-active instructors and mentors
- Content updated as tools evolve
- Curriculum shaped by what employers and projects actually require
# team background
Our team has worked in data engineering, model deployment, and AI product development across Bangkok's technology sector. We bring that context directly into how we explain and teach.
# tools we teach
- Python with current AI libraries
- Model training, evaluation, and deployment
- Data preparation and exploratory analysis
- Responsible AI and monitoring practices
Technology
Tools That Match the Industry
We teach with Python and the libraries that working AI developers actually use. Learners leave with experience in tools they will encounter in real projects — not in purpose-built learning platforms that teach nothing transferable.
- No toy environments — real tools from the first week
- Practical tasks with genuine datasets
- Setup guidance included so no prior environment is needed
Support
Someone Beside You Throughout
Online learning often feels isolated. We address this directly: each learner has a named mentor who reviews their submissions, answers questions, and checks in at appropriate points. For the advanced track, there are also scheduled mentor sessions.
- Responses within one working day
- Written feedback on all submitted work
- Support in English and Thai
What learners say they value most
"Knowing a real person would read my work and say something specific about it made the whole difference. It stopped me from skipping the parts I found difficult."
— A learner from the Hands-On ML course
฿1,900
Introduction
฿6,300
ML Course
฿12,500
Full Track
Value
Pricing That Covers Everything
Each course fee is all-inclusive. There are no separate charges for mentor access, materials, or project feedback. What you see is what the course costs.
- One flat fee per course, in Thai baht
- No subscription or recurring payment
- Course materials retained after completion
Outcomes
What You Leave With
We focus on what a learner can do after finishing — not on a certificate that says they finished. Portfolio projects are the most honest signal of genuine capability, and every course is designed around producing one.
- A project in your portfolio from every course
- Practical skills applicable in real work contexts
- A stronger foundation for continued learning
Portfolio-First Approach
We measure success by what a learner can build — not by how many lessons they clicked through.
How We Compare
Typical Platforms vs Rungroj
A straightforward look at how our approach differs from what many online learning platforms offer.
| Feature | Typical Platforms | Rungroj |
|---|---|---|
| Personal mentor assigned | ||
| Feedback on submitted work | ||
| Portfolio project in each course | Rare | |
| Real tools from day one | Varies | |
| All-inclusive pricing | ||
| Support in English and Thai | ||
| Ethical AI woven throughout | Sometimes | |
| Content updated as field evolves | Varies |
What Sets Us Apart
The Rungroj Difference
Small Groups by Design
We keep learner numbers manageable so mentors can give proper attention to each person. We do not scale at the expense of support quality.
Bilingual Mentor Support
Mentors can communicate in English and Thai, which removes a layer of friction for learners who find technical topics easier in their first language.
Living Course Content
AI tools change quickly. We review and update course materials when something significant shifts, and learners who completed a course can access the revised content.
Code Review on Projects
On the Hands-On ML and Advanced track courses, mentors review your actual code — not just whether you completed a quiz. This is how real developers improve.
Where We Stand
Milestones & Recognition
3
Structured courses across skill levels
1 day
Mentor response commitment
100%
Portfolio project completion rate
2
Languages of mentor support
PDPA Compliant
Learner data handled in accordance with Thailand's Personal Data Protection Act
Curriculum Reviewed Annually
All course content is assessed and revised when the underlying tools or methods evolve
Bangkok-Based School
Established and operating in Thailand with an understanding of the local learning context
Take the Next Step
See If Rungroj Is the Right Fit
Send us a message and we'll talk through which course suits your background and what you're hoping to achieve — no pressure, just a conversation.