We take the courses.
You make the decision.

Hands-on comparisons of online learning platforms, professional certifications, and course-creator tools. We enroll, complete the curriculum, and compare outcomes — so you don't waste money on the wrong course.

30+

Courses completed

14

Platforms tested

2026

All data current

$0

Every guide free

Platform Reviews

Coursera, Udemy, Skillshare, Masterclass

Course Comparisons

Python, Data Science, UX, AI/ML

Google, IBM, Meta certificates

Kajabi, Thinkific, Teachable, Skool

Career & Reskilling

AI-proof skills, career changers

Best $0 courses and free tiers

Platform reviews

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Platforms · Head-to-Head

Coursera vs Udemy vs Skillshare: which platform is actually worth paying for? (2026)

We took the same Python course on all three platforms and compared what we actually learned, retained, and paid.

March 2026 · 20 min read

Platforms · Review

Is Coursera Plus worth $59/month in 2026? We used it for 3 months — honest review

We tracked every course completed, every certificate earned, and calculated the exact break-even point.

March 2026 · 16 min read

Platforms · Review

Masterclass review (2026): celebrity instructors, but do you actually learn?

Beautiful production values, famous faces — but is it education or entertainment? We completed 8 classes to find out.

March 2026 · 12 min read

Platforms · vs.

Udemy vs Skillshare for beginners: which is worth your first $15? (2026)

Two very different models — pay per course vs unlimited subscription. Which one makes sense when you're just starting?

March 2026 · 10 min read

Course comparisons

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Courses · Roundup

Best online data science courses in 2026: we completed 5 programs and compared what you actually learn

Google Certificate vs IBM vs DataCamp vs Udemy vs Codecademy — tested with the same project.

March 2026 · 22 min read

Courses · Roundup

Best online Python courses in 2026: we took 6 courses and wrote the same app after each one

Coursera, Udemy, Codecademy, DataCamp, freeCodeCamp, and Brilliant — tested head-to-head.

March 2026 · 18 min read

Courses · Roundup

Best AI and machine learning courses in 2026: from absolute beginner to job-ready

Andrew Ng's course, Google's ML crash course, fast.ai, and 4 more — ranked by what you can actually build after completing them.

March 2026 · 20 min read

Courses · Roundup

Best UX design courses online in 2026: from zero to portfolio

Google UX Certificate, Designlab, Coursera specializations, and Skillshare classes — compared on portfolio outcomes.

March 2026 · 14 min read

Certifications

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Certifications · Review

Google Data Analytics Certificate review (2026): is it actually worth $39/month?

6 months, $234 total — we completed the entire program and tested whether employers actually care about the credential.

March 2026 · 18 min read

For course creators

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Creators · Roundup

Best platforms to sell online courses in 2026: Kajabi vs Thinkific vs Teachable vs Podia compared

We built and sold the same course on 6 platforms. Revenue, UX, marketing tools, and total cost compared.

March 2026 · 24 min read

Creators · Head-to-Head

Kajabi vs Thinkific vs Teachable: we built the same course on all three (2026)

$149/mo vs $74/mo vs $29/mo — but the real cost differences are in what you need to buy separately.

March 2026 · 20 min read

Career & reskilling

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Career · Guide

Best courses for career changers in 2026: the AI-proof skills guide

Which skills are actually worth learning when AI can code, write, and design? A data-driven guide to reskilling.

March 2026 · 14 min read

Career · Roundup

Best Amazon FBA courses in 2026: are they worth the price?

Freedom Ticket, Jungle Scout Academy, Amazing Selling Machine — $0 to $5,000. We compare what you actually get.

March 2026 · 12 min read

Free learning

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Best free online courses in 2026: the complete no-cost learning guide

Coursera audit mode, Khan Academy, freeCodeCamp, MIT OpenCourseWare, and 10 more — everything you can learn for $0.

March 2026 · 16 min read

Brilliant vs Khan Academy: which free/cheap STEM platform wins? (2026)

Interactive problem-solving vs video lectures. We used both for a month to learn the same math concepts.

March 2026 · 10 min read