Independent methodology
How AI Training Finder Works
An independent directory where people who completed online AI engineering programs rate them on Training Quality, Cost/Value and Support & Mentorship, and where schools keep their programs, prices and promotions accurate.
For learners
Find and evaluate the right AI program in four steps
- 01
Search by skill, format and budget
Filter programs and courses by topic, school type, delivery format, level, cost and credential.
- 02
Compare three scores
Every program is rated separately on Training Quality, Cost/Value and Support & Mentorship by people who finished it.
- 03
Check the details
See prices with last-verified dates, current promotions, prerequisites and a direct link to the official site.
- 04
Review what you completed
Finished a program? Verify your completion and rate it to help the next learner choose well.
Ratings methodology
Three scores, each calculated separately
Every review rates the program from 1 to 5 on all three. We never blend them into a single number, because the best-taught program isn't always the best value or the most supportive.
Training Quality
1–5- Hands-on projects that resemble production AI work (RAG, agents, fine-tuning, MLOps)
- Instructor expertise and quality of feedback
- A curriculum that keeps up with current tools and practice
Cost / Value
1–5- Whether the program was worth what the reviewer actually paid
- Clear tuition, financing, refund and job-guarantee terms
- Shown next to the average price reviewers report paying
Support & Mentorship
1–5- Access to instructors, mentors and teaching assistants
- How quickly you get help when you're stuck
- Community, code review and career guidance
How a score is calculated
Each score is a Bayesian average: a few early reviews are blended with the site-wide average, so one glowing or angry review can't swing a program to the top or bottom. As reviews accumulate, the program's own ratings take over.
score = (C × m + sum of ratings) ÷ (C + n)
m is the site-wide average rating, C is a confidence weight (currently 5), and n is the number of verified reviews.
What you'll see on a listing
- No scores until at least 3 verified reviews; until then, “Not enough reviews yet” and the count
- All-time and last-12-months scores, the 1–5 distribution and the share who would recommend
- Cost/Value next to the average price reviewers actually paid
- School scores rolled up from all of its programs and courses, weighted by review count
Verified completers only
Who can review, and how we verify
Only people who finished all required coursework or earned the credential can rate a program. Current and former staff, instructors, contractors and affiliates of a school, and their relatives, can't review it. Each published review shows how it was verified.
| Method | How it works | Strength |
|---|---|---|
| Credential link | You paste a public certificate or digital badge URL; we check the name and program match. | Strong |
| Provider invite | The school sends single-use review links to every completer of a cohort, not a hand-picked few. | Strong |
| Document upload | You upload a certificate or completion record; a moderator checks it and the file is deleted within 30 days. | |
| Profile match | A public professional profile lists the credential under your name. | Supporting only |
Independence policy
Money never touches ratings
- 1
No payment, subscription or partnership changes a score, a review's visibility or the default order.
- 2
Paid placements, if we ever offer them, appear only in slots labeled “Sponsored”, separate from results.
- 3
We will never own, operate or share ownership with a training provider.
- 4
Affiliate and referral relationships are disclosed on the listing and on this page.
- 5
Default sorting uses only rating, review count and recency.
For AI schools & platforms
Claim and update your listing for free
Step 1
Claim your profile
Sign up and verify with an email on your official domain (instant), a DNS record, or business documents.
Step 2
Keep programs current
Add programs and courses, schedules, levels, prices and promotions. Most edits go live at once; price and outcome changes get a quick moderator check.
Step 3
Respond to reviews
Post one public response per review and invite whole cohorts to review. You can never edit, hide or reorder reviews.
Ready to claim your school's listing?
Claiming is free and never affects your scores.