Three Tracks.
One Coherent Path.
From your first Python variable to a reviewed AI portfolio project. Each programme has a defined scope, clear exercises, and feedback built in.
Back to HomeThe inferrajads Learning Approach
Sequenced Modules
Content is ordered so each concept builds on the previous one. No jumping ahead to frameworks before the foundations are in place.
Hands-On Exercises
Every module includes code to write and run. Reading and watching aren't enough — the exercises are where the actual learning happens.
Submit and Receive Feedback
Completed assignments go to the team. Written responses come back with specific commentary on what to adjust and why.
Progress to the Next Stage
After each module, learners move forward with the knowledge from what they built and the feedback they received. The path stays clear throughout.
Python & AI Starter
A beginner programme introducing Python basics, simple data handling, and core machine-learning ideas through small guided projects. Built for newcomers who want a clear, well-paced beginning. Progress comes from steady practice with structured exercises and reviewed assignments.
- Python syntax, variables, data types, and control flow
- Working with lists, dictionaries, and simple file operations
- Introduction to NumPy and pandas for data handling
- Basic ML concepts: features, labels, training, and prediction
- Reviewed assignments after each module
How It Works
Hands-On Model Building
A project-led series for learners with basic Python knowledge. Covers data preparation, model building, and evaluation — with each module producing a portfolio piece and written feedback. Designed for practical, incremental skill-building at a pace that works for you.
- Data cleaning and feature engineering with pandas
- Supervised learning: regression and classification
- Model evaluation — metrics, validation, and tuning
- Portfolio piece produced after each module
- Written feedback on every submission
Prerequisites
Basic Python — comfortable with variables, loops, functions, and reading documentation. Completing inferrajads's Starter track or equivalent self-study is a reasonable preparation.
Guided Capstone Track
A longer, mentor-supported track where learners develop a full AI project with regular one-to-one guidance, code review, and portfolio coaching. For committed learners who want focused, personal support over an extended period. Outcomes depend on each learner's effort and goals.
- Full AI project developed from problem framing to working model
- Regular scheduled one-to-one sessions with your mentor
- Code review with detailed commentary at each stage
- Portfolio documentation and coaching
- Priority feedback response (within two working days)
Who This Is For
Learners who have completed the Model Building track or have equivalent experience building and evaluating ML models. Requires genuine commitment to a longer project — this track is not suitable for those wanting a quick overview.
Programme Comparison
Use this to identify which track fits your current level and what you want to produce by the end.
| Feature | Starter ฿4,500 |
Model Building ฿9,800 |
Capstone ฿30,500 |
|---|---|---|---|
| Python knowledge required | None | Basic Python | Intermediate |
| Structured module exercises | |||
| Written assignment feedback | |||
| Portfolio pieces produced | |||
| One-to-one mentor sessions | |||
| Code review included | |||
| Best for... | Complete beginners | Building real skills | Full project + coaching |
Shared Standards and Protocols
Privacy and Data Handling
Learner data is handled under Thailand's PDPA and our internal privacy policy. Assignment submissions are used only for feedback — not stored for analysis or shared externally.
Kept Up to Date
All programmes are reviewed when major library updates affect the exercises. Learners enrolled in active programmes receive updated materials at no additional charge.
Response Time Commitments
Email enquiries: within one working day. Assignment feedback: within five working days. Capstone code review: within two working days.
Standard Tooling Only
All programmes run on Python 3 with standard open-source libraries. No proprietary platforms or paid software are required beyond what's freely available.
Honest Outcome Descriptions
Every programme description explains what it covers and what it requires. We don't publish projections about employment or earnings — those outcomes are not ours to promise.
Single, Transparent Pricing
Each programme has one price that includes everything listed. No upsells during the programme, no subscription renewals, no hidden access fees.
Programme Pricing
Prices are per programme. All listed features are included in the stated price.
Python & AI Starter
- All module content
- Structured exercises
- Written assignment feedback
- Completion record
- Email support
Hands-On Model Building
- All module content
- Structured exercises
- Written assignment feedback
- Portfolio pieces per module
- Completion record
- Email support
Guided Capstone Track
- All module content
- Full project development
- Mentor sessions included
- Code review at each stage
- Portfolio coaching
- Priority feedback response
Not Sure Which Programme Fits?
Tell us a bit about your background and what you want to learn. We'll help you identify the right starting point and what to expect from the programme.
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