Three Programs, One Continuous Path Through AI Development
Each Chalat program is a standalone course and a natural step into the next. Choose your entry point and move at your own pace.
Back to HomeHow Chalat Structures Its Programs
Concept introduction
Each topic is explained clearly before any code appears. Diagrams and plain language come first.
Guided practice
Worked examples show the concept in code. You follow along, then adapt the examples to small variations.
Reviewed submission
You submit your work. A mentor reads it and writes back with specific, constructive feedback.
AI Foundations Program
A gentle introductory program covering programming essentials and the fundamentals of machine learning through small, manageable projects. Built for newcomers who prefer a calm, structured pace, with materials to revisit at any time. Includes guided practice and patient feedback. Suitable for those new to the field.
- Python basics: variables, functions, data structures
- Introduction to NumPy and pandas for data handling
- Your first machine learning model from a real dataset
- Materials accessible after completion
How the Program Unfolds
Set up your Python environment with step-by-step guidance
Work through core programming concepts with short exercises
Explore a real dataset and prepare it for modelling
Build and evaluate a classification or regression model
Submit your final project and receive written mentor feedback
Machine Learning in Practice
An intermediate program focused on building and evaluating models with real data, worked through gradually with mentor support. We value sound understanding over quick wins. Suited to learners ready to deepen their practice on a comfortable schedule.
- Feature engineering and data preparation techniques
- Model selection, training, and evaluation workflows
- Handling imbalanced data and missing values
- Interpreting model results honestly
Program Stages
Deep dive into data cleaning and preparation with messy real-world sets
Explore several model types and understand their trade-offs
Run structured model evaluation and compare performance metrics
Apply hyperparameter tuning with cross-validation
Complete a full ML pipeline project with mentor review
Professional AI Track
A comprehensive program covering development, evaluation, and deployment practices, concluding with a guided project. We keep the pace measured and supportive throughout. Well suited to learners building toward professional-level capability with care.
- Model deployment — serving predictions as an API
- Monitoring deployed models over time
- Version control and reproducibility practices
- Guided capstone project with full mentor support
Program Stages
Advanced data preparation and feature pipelines
Model development with professional code structure and version control
Wrap your model in a simple API and document it clearly
Set up basic monitoring and review drift detection approaches
Complete and present your capstone project with written mentor review
Which Program Is Right for You?
| Feature | AI Foundations | ML in Practice | Professional Track |
|---|---|---|---|
| Prior coding needed | None | Basics | Comfortable |
| Model deployment | |||
| Capstone project | Small | Full pipeline | Guided |
| Price | ฿3,600 | ฿5,600 | ฿7,800 |
| Best for | Complete beginners | Coders entering ML | Serious practitioners |
Not sure which to start with? Send us a message and we'll help you decide based on your background.
Standards That Apply to Every Program
Mentor feedback on all submissions
Every exercise and project is read by a human mentor who writes specific, useful notes.
Secure learner data handling
Your personal information is stored safely and never shared or sold.
Content reviewed twice yearly
Programs are updated to reflect changes in Python libraries and ML practices.
Permanent material access
Once enrolled, you can return to program materials as many times as you need.
Clear, Inclusive Pricing
All prices in Thai Baht (฿). Each fee covers the complete program with no extras.
Program 01
AI Foundations
฿3,600
- Full program access
- Mentor feedback
- Permanent materials
- Email support
Program 02
ML in Practice
฿5,600
- Full program access
- Mentor feedback
- Permanent materials
- Priority email support
Program 03
Professional Track
฿7,800
- Full program access
- Guided capstone project
- Permanent materials
- Priority support
Not Sure Where to Start? Let's Figure It Out Together.
Get in touch with a brief note about your background and what you're hoping to learn. We'll point you in the right direction without pressure.
Get in Touch