Google Analytics 4 (GA4) Essential Training vs Digital Marketing Foundations
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
LinkedIn Learning · Business & Marketing
Digital Marketing Foundations
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.
A 2-hour beginner course that spans funnels, buyer journeys, value propositions, paid channels, social, email and analytics. Reviewers call it "concise" and "well-organized", though a few note it is broad rather than deep on any single channel.
Brad Batesole, LinkedIn's in-house marketing author, is the most-praised element. Learners describe the instructor as "GREAT" and say he explains concepts clearly enough for people from outside marketing to follow.
Included in a LinkedIn Learning subscription (~$39.99/mo monthly, less annually) rather than a one-time purchase — strong value if you use the wider catalog and the LinkedIn profile certificate, weaker for a single 2-hour course.
Built around reusable frameworks — the marketing funnel, buyer-journey mapping, value propositions, personas, KPIs and growth loops — that learners say they could "understand and apply". The funnel model is the course's backbone.
Concepts map directly to real campaigns (paid ads, social, email, analytics) and a Nike case study. The main gap reviewers raise platform-wide is limited hands-on practice — it is video-led, so you apply it on your own.
Scoring methodology applies identically to every course on the site — see the formula.