Google Digital Marketing & E-commerce Professional Certificate vs Excel Essential Training (Microsoft 365)
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 · Dennis Taylor · Business & Marketing
Excel Essential Training (Microsoft 365)
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.
Clear, well-paced and current — the 2025 Microsoft 365 refresh covers PivotTables, charts, multi-sheet formulas and Microsoft Copilot inside Excel. Depth stops at "essential," so power users wanting Power Query, dynamic arrays or VBA outgrow it quickly.
Dennis Taylor has taught Excel on this platform since the Lynda.com era. Reviewers reach for the same words — calm, clear, methodical. The 4.7-star aggregate from 8,000+ LinkedIn Learning ratings reflects unusually consistent praise for delivery.
Bundled in the LinkedIn Learning subscription (~$40/month or via LinkedIn Premium). HN commenters repeatedly flag that most US public libraries offer free LinkedIn Learning access via library card — which moves this to effectively free for many readers.
Coherent walkthrough of the daily Excel surface — data entry, formulas, formatting, charts, PivotTables, multi-workbook references, Copilot prompts. Stops short of the analyst-grade stack — Power Query, Power Pivot, dynamic arrays, LAMBDA — driving modern Excel work.
Excel is one of the most universally job-applicable skills in business, and Taylor's coverage maps cleanly onto what finance, ops, marketing and admin touch daily. Ceiling — data-analyst roles still need Power Query and deeper pivots this course barely touches.
Scoring methodology applies identically to every course on the site — see the formula.