The Curriculum
Three Tracks. One Direction.
Each Synthia track addresses a distinct stage in the AI development process — building the knowledge and habits you need before moving to the next level.
Back to HomeOur Methodology
How the Tracks Are Structured
Each track begins with concrete exercises — things you can run, inspect, and change. Theory is introduced when it explains something you have already encountered in practice, not as an abstract prerequisite.
Projects are the main unit of assessment. Each project is reviewed by a human mentor who gives written feedback. You revise and resubmit if needed. The goal is not completion — it is understanding.
Tracks are self-paced but not unsupported. A discussion board and direct messaging give you access to answers when you are stuck. Office hours are available weekly for learners in all tracks.
Data First
Model Rigour
Generative Methods
Mentor Support
Data Foundations for AI
A starter track on collecting, cleaning, and exploring data — the groundwork every model relies on. Hands-on from the first lesson, with friendly exercises and steady pacing. Learners finish able to prepare a clean dataset and explain what it shows.
What You Will Cover
- Sourcing and loading data from common formats
- Identifying and handling missing values
- Exploratory analysis and visualisation
- Feature selection and preparation
- Documenting a dataset clearly
Typical Duration
6–10 weeks at a pace of 4–6 hours per week. Self-paced, so you move faster or slower as needed.
Enquire About Track 01Building & Evaluating Models
An intermediate track on training models, measuring them honestly, and improving them step by step. Includes good experiment habits and clear reporting. Learners complete a set of projects with regular mentor reviews throughout.
What You Will Cover
- Supervised and unsupervised learning fundamentals
- Evaluation metrics and their interpretation
- Hyperparameter tuning with documented rationale
- Experiment tracking and reproducibility
- Writing clear model cards and reports
Typical Duration
8–12 weeks. Prerequisite: Track 01 or equivalent data experience.
Enquire About Track 02
Generative Models & Capstone
A senior track on modern generative methods, careful evaluation, and a self-directed capstone. Emphasises responsible use and clear documentation. Concludes with a presented project for the learner's portfolio.
What You Will Cover
- Generative architectures and their trade-offs
- Evaluation methods specific to generative output
- Responsible deployment considerations
- Self-directed capstone on a problem of your choice
- Presented portfolio project with documentation
Typical Duration
10–16 weeks. Prerequisite: Track 02 or equivalent model-building experience.
Enquire About Track 03Decision Guide
Which Track Is Right for You?
| Feature | Track 01 ฿3,800 |
Track 02 ฿6,800 |
Track 03 ฿11,500 |
|---|---|---|---|
| No prior coding required | |||
| Mentor project reviews | |||
| Model training & evaluation | |||
| Generative architectures | |||
| Capstone portfolio project | |||
| Responsible AI emphasis | intro | partial | |
| Best for | Beginners | Intermediate | Advanced |
Shared Standards
What Every Track Includes
Data Privacy
Your work, submissions, and personal data are handled with full confidentiality. Nothing is shared outside the Synthia team.
Quality Assurance
All lesson materials are reviewed annually. Mentor feedback meets a written quality standard before it is sent to learners.
Responsive Support
Team messages are answered within one working day. Office hours for live Q&A are held weekly and open to all active learners.
Lifetime Access
Once enrolled, your access to materials does not expire. You can revisit lessons and review feedback as needed.
Updated Content
Core materials are reviewed twice a year to reflect changes in tooling and methods. Updates are included at no additional cost.
Direct Contact
You reach the team directly at [email protected] — not a support ticket system with multiple handoffs.
Pricing
One Price, Everything Included
No subscription. No paid mentor tier. Enrol once, access everything in that track, including all mentor reviews.
Track 01
Data Foundations
฿3,800
- All lessons and exercises
- Project mentor reviews
- Discussion board access
- Lifetime material access
Track 02 · Popular
Building Models
฿6,800
- All lessons and exercises
- Project mentor reviews
- Discussion board access
- Lifetime material access
Track 03
Generative & Capstone
฿11,500
- All lessons and exercises
- Project mentor reviews
- Capstone project support
- Lifetime material access
Not Sure Where to Start?
Tell us a bit about your background and we'll point you toward the right track. No commitment required.
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