Three Courses. One Direction.
Each course at Phumpanya Lab has a clear starting point, a defined scope, and an honest description of what you will be able to do when you finish. Read through them below.
Back to HomeHow We Structure Learning Here
Each course follows the same general shape: recorded lessons introduce a concept, written exercises let you practise it, and a mentor reviews your work and responds in writing. Weekly check-ins are included in the data and generative AI courses; the foundations course works through regular practice tasks instead.
We do not grade on a curve or compare students to one another. Progress is measured against the course material, and feedback is specific to what you submitted, not to what the class average looks like.
The three courses run in sequence — foundations before data, data before generative AI — but learners with relevant prior experience can discuss starting at a later point. Send us a message if you are unsure.
Programming Foundations
A gentle foundation in programming through small, friendly exercises that build steady confidence. Suited to complete beginners. Runs over six weeks at a relaxed pace. Includes recorded lessons, practice tasks, and supportive mentor feedback.
- No prior coding experience required
- Python fundamentals — variables, loops, functions, files
- Small exercises designed to build without overwhelming
- Written feedback on every submitted task
- All recordings accessible throughout the course period
Working with Data
A practical course on handling and understanding data as a basis for modeling, with careful, clear methods. Suited to learners with basic Python. Runs over ten weeks with weekly check-ins. Includes guided projects and gentle code reviews.
- Requires basic Python — Programming Foundations or equivalent
- Loading, cleaning, and exploring data with pandas and related tools
- Understanding data distributions and preparing for modeling
- Guided projects using realistic (not toy) datasets
- Weekly check-ins with a mentor plus written code review
Generative AI Projects
A hands-on course building small projects with language and image models, including responsible use. Suited to those ready to create real applications. Runs over fourteen weeks with milestones. Includes a capstone and thoughtful mentor guidance.
- Requires Working with Data or comparable background
- Working with language model APIs to build small applications
- Image model projects alongside language-based ones
- Responsible AI use woven throughout — not a separate module
- Milestone structure across 14 weeks, ending in a capstone project
Which Course Is Right for You?
| Feature / Suitability | Foundations | Data | Gen AI |
|---|---|---|---|
| Complete beginner | |||
| Basic Python knowledge | |||
| Python + data experience | |||
| Includes weekly check-ins | |||
| Capstone project | |||
| Responsible AI module |
If you are uncertain which course suits your background, send us a message and we can help you decide.
Standards That Apply to Every Course
Student Data Privacy
We collect only what is needed to deliver the course. No advertising tracking is used on student accounts or course materials.
Regular Content Updates
All course content is reviewed every six months. When tools or methods evolve, the material is updated — not left stale.
Bilingual Mentor Access
Questions and feedback happen in English or Thai. You choose which is easier for the topic you are asking about.
On-Demand Recordings
All lesson recordings are available for the full duration of your course. Watch or re-watch any time, without requesting permission.
Capped Cohort Sizes
Cohort limits are enforced so feedback quality stays consistent. When full, a waiting list opens rather than expanding the group.
Responsible AI Throughout
Ethical and social considerations in AI development are threaded through every course, not confined to a single optional module.
Course Fees in Thai Baht
All prices are stated in THB and include everything: recordings, exercises, feedback, and the capstone (where applicable).
Programming Foundations
- Recorded lessons
- Practice tasks with feedback
- Mentor responses in EN or TH
Working with Data
- Recorded lessons
- Weekly check-ins
- Guided projects & code review
Generative AI Projects
- Recorded lessons
- Milestones + capstone project
- Weekly mentor guidance
Take Your Time. We Will Still Be Here.
There is no pressure to decide quickly. If you want to ask about a specific course or your background before enrolling, we are glad to hear from you.
Get in Touch