Google Digital Marketing & E-commerce Professional Certificate vs Power BI Essential Training
Same Bayesian formula, same rubric — so the difference in scores reflects the difference in the courses, not the difference in how we evaluated them.
Google (Coursera) · Business & Marketing
Google Digital Marketing & E-commerce Professional Certificate
LinkedIn Learning · Gini von Courter · Business & Marketing
Power BI Essential Training
Per-criterion
Seven well-produced courses take a true beginner from marketing fundamentals through SEO, email, social, paid ads, analytics, and e-commerce, with hands-on labs in real tools. The honest weakness is that the Google Ads and Analytics modules lag the current GA4 interface, so some screens and terminology feel dated.
Lessons are taught by Google employees and subject-matter experts, and the production is clean, structured, and approachable for someone with zero background. It is recorded video rather than live instruction, so there is no personalised feedback — but for a self-paced foundation the teaching is consistently rated highly.
At $49/month on Coursera and a typical three-to-six-month completion, most learners finish for under $300 — and the materials can be audited free without graded quizzes. For a recognised, Google-branded credential plus a capstone portfolio piece, reviewers consistently call this the strongest part of the deal.
You build real ad campaigns, set up a Shopify store, design assets in Canva, and work through customer-journey and marketing-funnel frameworks rather than just reading theory. Reviewers describe it as "job training, not school." The frameworks are entry-level, not advanced strategy.
The capstone produces a portfolio piece you can show in interviews, and Google reports 75% of graduates see a positive career outcome within six months. The fair caveat from independent reviewers: the certificate opens interviews, it does not guarantee a job, and coverage stays surface-level.
Solid coverage of the Power BI Desktop surface — Get Data, Power Query, basic modelling, intro DAX, visuals and publishing. Depth stops short of advanced DAX, row-level security and deployment pipelines.
Gini von Courter is one of LinkedIn Learning's most prolific Microsoft instructors with 250+ courses across Office, SharePoint and Power Platform. Reviewers describe her delivery as calm, methodical and enterprise-friendly.
Included in the LinkedIn Learning subscription (~$40/month) and bundled with LinkedIn Premium. HN commenters repeatedly flag US public-library access as the cheapest path. Power BI Desktop itself is free.
Coherent walkthrough of the everyday workflow — connect, shape in Power Query, model, write basic DAX, build visuals, publish. Stops short of advanced DAX, time intelligence and dataflows.
Power BI is the dominant BI tool in Microsoft-heavy enterprises and the common next step after Excel for finance, ops and analyst roles. Maps cleanly onto what a junior analyst builds week one.
Scoring methodology applies identically to every course on the site — see the formula.