Google Analytics 4 (GA4) Essential Training vs Google Project Management Professional Certificate
Same Bayesian formula, same rubric — so the difference in scores reflects the difference in the courses, not the difference in how we evaluated them.
LinkedIn Learning · Corey Koberg · Business & Marketing
Google Analytics 4 (GA4) Essential Training
Coursera · Google Career Certificates · Business & Marketing
Google Project Management Professional Certificate
Per-criterion
Covers the full essential GA4 surface — account setup, GA4 vs. Universal Analytics, enhanced measurement, lifecycle and user reports, segments, and funnel analysis — in under two hours. Production is clean, but the pace is brisk and demonstrations occasionally move faster than beginners can follow.
Corey Koberg is a founder-level digital analytics practitioner (Cardinal Path / Merkle) with 15+ years of enterprise engagements. Reviewers call his explanations clear and well-exampled, though several flag that his on-screen pace is fast and the cursor is hard to track during demos.
Included in the LinkedIn Learning subscription (~$40/month); standalone the course is listed around $39.99. Many US learners reach it free through public libraries. For under two hours of video it is excellent value inside the subscription, thinner as a one-off purchase.
Gives a usable mental model — measure → report → segment → analyse — and walks the live GA4 interface end to end. But it is conceptual more than hands-on; it shows the tool rather than drilling exercises, and stops short of GTM, custom events, and BigQuery export depth.
GA4 is the de facto web analytics standard, so the skill transfers directly to marketing, founder, and analyst work. The honest risk is shelf life: GA4's interface changes often, and a 2023-era course ages faster than evergreen marketing fundamentals.
Reviewers describe the curriculum as well-produced, beginner-friendly, and thorough on both waterfall and Agile/Scrum. Recurring caveat — experienced PMs and PMP-track reviewers call the content introductory and light on advanced methodology.
Multiple Google practitioner-instructors deliver short, well-edited video lessons. Reviewers call presenters clear and obviously experienced. Trade-off — no live instructor, no mentor and no industry feedback channel on capstone work.
At roughly $49/month with 4-6 month completion, all-in cost lands around $150-$300 — the strongest argument across our sample. Elizabeth Harrin, Alex Chris, Mike Simpson and the ShortCourses team single out the price-to-credential ratio as best-in-class.
Coherent vocabulary across initiation, planning, execution, Agile/Scrum and a capstone. Critics argue frameworks feel like an idealised playbook and that tools coverage (Asana, Google Workspace) misses what most PM listings ask for (Jira, MS Project, Smartsheet).
Coursera reports 75% positive career outcomes and a 150+ employer consortium. Reviewers temper this — certificate alone rarely closes a junior PM role in 2026, and practitioner critics argue PMP/CAPM remain the recognised standard for seniority.
Scoring methodology applies identically to every course on the site — see the formula.