— Why Gradientco
What a Gradientco course
actually gives you
Not a promise of outcomes we can't control — but a clear description of the materials, the structure, and the people you'll work with.
Back to Home— Overview
Six things that shape how we work
Materials you can work through
Lessons come with hand-worked notebooks — not just slide decks. You can follow each derivation step with a pencil, which helps when the material gets technical.
Self-paced, without being vague
Each course has a suggested weekly pace based on how learners actually move through it. You can go faster or slower, but the guidance helps if you want a reference point.
Feedback written to your work
Project reviews in the Computer Vision and NLP courses are written specifically about your submission — not generated from a template. The comments address the choices you made.
Office hours, not just a forum
The CV and NLP courses include scheduled mentor video sessions. You can ask about the notebooks, about a concept that wasn't clear, or about how something applies to work you're doing.
Portfolio work built into the course
The final project in the CV and NLP pathways is designed to be something you can show. The brief is specific enough to produce a coherent piece, not just a notebook exercise.
Transparent pricing and scope
Each course page states clearly what the fee covers, what assumed knowledge is expected, and what a realistic weekly time commitment looks like. There are no hidden components.
— In Detail
Each benefit examined more closely
Educators with active practice
The people who write and deliver Gradientco courses work in applied ML alongside their teaching. The Computer Vision lead works in CV research. The NLP lead has used transformer-based models in production environments. This matters because the examples and project briefs are drawn from real situations, not assembled from textbook exercises.
- Course materials reviewed annually against current practice
- Project briefs drawn from applied tasks, not synthetic examples
- Notebooks tested against current library versions before each cohort
Notebooks over slides
Every Gradientco lesson is paired with a Jupyter notebook showing the material worked by hand. For the mathematics pathway this means derivations with each step explained. For CV and NLP it means code that runs, with annotations explaining why each choice was made. The notebooks are yours to keep and return to.
- Downloadable notebooks for every lesson
- Annotated code explaining design decisions, not just syntax
- Practice sets with worked solutions included
Support that responds
Questions sent to us receive a reply within one business day. For technical issues with course access, we aim to resolve them on the same day. Mentor office hours in the CV and NLP courses give learners a live session where they can ask about anything in the material — the format is a small group call, so questions from other participants are also useful.
- Replies to enquiries within one business day
- Mentor office hours via video included in CV and NLP courses
- Office hours sessions recorded for learners who cannot attend live
All-in fees, no additions
The fee stated for each pathway covers all materials, all included mentor sessions, and all written project reviews. There are no separate charges for feedback or for access to recordings. The pricing reflects what you are paying for, stated plainly in Thai Baht before you decide.
- Mathematics for ML: ฿9,200 — includes all lessons and practice sets
- Computer Vision: ฿20,500 — includes mentor sessions and two written reviews
- NLP Pathway: ฿31,500 — includes mentor sessions and one written code review
A clear account of what you will have done
At the end of each course, what you have is a record of work: notebooks you filled in, practice sets you completed, and — in the case of CV and NLP — a project you built and received written feedback on. These are things you can show, discuss, and build further work on top of.
- Completion record issued on finishing the course
- Portfolio project for CV and NLP with written educator feedback
- All notebooks and materials yours to keep after the course ends
— Comparison
Gradientco vs typical online AI courses
| Feature | Typical online course | Gradientco |
|---|---|---|
| Worked example notebooks | ||
| Written project feedback from a person | ||
| Mentor office hours (live video) | Rarely | |
| Mathematics taught alongside practice | ||
| Transparent all-in fee | Sometimes | |
| Portfolio project with structured brief | Varies | |
| Honest description of required prior knowledge | Often vague |
— What Sets Us Apart
Three things we do differently
The mathematics pathway
Most practical AI courses either skip the mathematics or assume you remember it. Our dedicated mathematics pathway exists specifically for learners who want to work through those foundations properly before or alongside applied work. It is not a prerequisite we point you towards elsewhere — it is a Gradientco course.
The atelier approach to materials
We write our materials as if preparing them for a small group in a room — each notebook worked by hand, each step explained where it might not be obvious, each example chosen because it clarifies something real. This takes longer to produce, but the result is something you can actually learn from at a table.
Feedback before the portfolio
In both the CV and NLP courses, the written project review happens mid-course on an earlier project, so you can apply what you learn from it to the final portfolio piece. The feedback is not just a grade — it is a written account of what worked and what could be reconsidered.
— Milestones
Where we are today
3
Course pathways
340+
Learners enrolled
4
Years running
97%
Course completion rate
Figures as of April 2025.
— Next Step
Ready to look at the details?
If you'd like to know which pathway suits your background, or have questions about how the courses run, we're happy to talk through it. Reach us by form or by phone.