How We Review Courses
Course Torch reviews are editorial and research-based. We do not enrol in and complete every course we review. We study each course from the outside in, using official sources and learner feedback, and score it on a fixed five-part rubric. Commissions never change a score.
This page explains where our information comes from, how the scores work, how we order rankings, how we check prices and deals, and what we do when we get something wrong.
What sources do we use?
Each review starts with the official course page and works outward. We only state facts we can check against a source, and we leave a detail out rather than guess.
- The official syllabus: module titles, topics, stated hours and the graded work each module asks for.
- Instructor and provider pages: who built the course, their background, and the university or company behind it.
- Pricing pages: the current price, subscription terms, free audit options, financial aid, trials and refund rules.
- Free sample content: preview lectures, audit access and free first modules, where the platform offers them.
- Learner reviews on the platform: we read recent reviews to spot patterns, such as outdated labs or slow grading. We do not copy or invent ratings.
- Our own subject knowledge: we judge whether the syllabus covers what the job or exam really demands, and where it falls short.
For exam certifications such as PMP or CompTIA Security+, we go to the issuing body first. Exam fees, formats and renewal rules come from the issuer, not from third-party summaries.
How do we score courses?
Every course and certificate gets five sub-scores on a 10-point scale. The table shows what each one measures and what separates a high mark from a low one.
| Criterion | What we look at | What earns a high mark | What earns a low mark |
|---|---|---|---|
| Content | Syllabus depth, accuracy and how current it is | Covers the skills the job or exam actually asks for, with recent tools and versions | Outdated tools, thin modules or large gaps in core topics |
| Teaching | Instructor background, structure, clarity of sample lessons | Clear explanations, logical order, a teacher with real subject experience | Rambling videos, jumps in difficulty, little explanation of why |
| Projects | Graded work, labs, exercises and portfolio pieces | Hands-on projects you can show an employer or reuse at work | Mostly watching, with few or no exercises |
| Certificate | Who issues it and how employers and exam bodies treat it | A well-known issuer, or real prep for a recognised exam | A completion badge with little meaning outside the platform |
| Value | Total cost to finish at a realistic pace, free options, refunds | Free audit, financial aid or a low total cost for the skills gained | A subscription that runs for months, or a high price for short content |
The overall score is an editorial judgment informed by the five sub-scores. It is not a strict average. A course with a weak certificate can still score well overall if it teaches the skill better than anything else at its price, and the review will say so.
How do we score platforms?
Learning platforms get their own five-part rubric, because a platform is a catalog and a business model, not a single course.
| Criterion | What we look at | What earns a high mark | What earns a low mark |
|---|---|---|---|
| Content | Size and quality of the catalog in the subjects we cover | Deep, current catalogs with clear learning paths | Large but uneven catalogs with many stale courses |
| Instructors | Who teaches: universities, companies, vetted teachers or anyone | Known institutions or vetted teachers with real experience | No vetting and wide swings in quality |
| Certificates | What the platform issues and how it is regarded | Certificates from recognised issuers, or accredited options | Completion certificates only |
| Value | Plans, free tiers, trials, refunds and price per useful course | Fair pricing, free tiers and clear refund terms | Hidden renewals, weak refund terms, high cost for what you get |
| Experience | Site, apps, offline access, practice tools, support | Easy to use on any device, with built-in practice | Clunky navigation, missing apps or poor support |
Platform reviews also include plan-by-plan price math, so you can see what a subscription costs at the pace you will actually study.
How are rankings ordered?
Rankings are ordered by how well each course serves the goal named in the list title, using our scores as the starting point. A list of the best Python courses ranks courses on how well they teach Python to the reader the list is for. A course with a higher score can sit lower if it suits a narrower group of learners.
Each entry gets a “best for” label, so a beginner, a career changer and a working professional can each find their pick. Free courses compete on equal terms with paid ones. Affiliate status plays no part in the order, and several of our top picks pay us nothing.
How do we check prices and deals?
We take prices from the official pricing page or checkout page, and we date every check. Course reviews show a “last checked” date. Deals show a “verified on” date and an expiry date when the platform gives one.
- We only list a deal after we see it on the platform’s own site. We never copy discounts from coupon sites.
- We never state a percentage or price we did not see on an official page.
- Coursera, Udemy and other platforms often show different prices in different countries. Your checkout page shows the price that applies to you.
- When a deal ends or we can no longer confirm it, we remove it.
How often do we update reviews?
We recheck reviews when a platform changes its pricing, when a course gets a new version or new modules, and when readers report a problem. Popular reviews and deals get checked more often than older, stable pages. Every update changes the “last checked” date, so you can see how fresh a page is.
If a course drops in quality, we lower its score. If it is retired, we say so and point to the closest alternative.
How do we handle corrections?
If you find an error, email hello@coursetorch.com with the page link and the source that shows the correct fact. We check every report against the official source. When we confirm a mistake, we fix the page and update its date. If a correction changes a verdict or a ranking, we say so on the page.
What don’t we do?
- We do not claim to have completed courses we have only researched.
- We do not accept payment for reviews, rankings, placements or links.
- We do not let partners see or approve a review before it goes live.
- We do not invent ratings, enrolment numbers, salaries or job-placement figures.
- We do not change a score because a course pays a commission, or because it does not.
Official sources, a fixed rubric, dated prices and open corrections. If a review falls short of that, tell us and we will fix it.
Read more about how we earn money in our affiliate disclosure, or see the method in action in our course rankings.