Marketing Analyst
Turn data into decisions: accurate measurement, clean reports, clear insights.
- Level
- Intermediate
- Duration
- ~29 hours
- Live
- 35/81
- Free
- 1
No credit card required. No marketing experience needed.

Program map
35
35 of 81 workouts live today
One bar per module, in program order.
- Has free workouts
- Pro
- Coming soon
From the fundamentals to your own work.
Shared foundations, a focused specialty, and projects that bring your practice together.
1The Marketing FunnelStart here1 freeThe journey that turns a stranger into a customer, and a customer into a loyal fan, plus the metrics that measure each stage.6 workouts, 35 min
- 1What is a marketing funnel?5 min5 minFree
- 2Awareness: meeting someone who has never heard of you6 min6 minPro
- 3Consideration: the "why you?" question6 min6 minPro
- 4Conversion: from click to sale6 min6 minPro
- 5Loyalty: the hidden bottom of the funnel5 min5 minPro
- 6A metric for every stage: CPM, CTR, CVR, CPA, ROAS7 min7 minPro
2Target Audience and Value PropositionNo ad works until you know who you are selling to: personas, segmentation and a clear value proposition.5 workouts, 29 min
3Marketing Metrics and KPIsKnowing which numbers really matter: choosing KPIs, unit economics, profitability and setting realistic targets.6 workouts, 37 min
- 1Metric or KPI? Numbers tied to a goal6 min6 minPro
- 2CAC, LTV and payback period7 min7 minPro
- 3ROAS is not enough: profit margin and break-even ROAS7 min7 minPro
- 4The North Star metric and the metric tree6 min6 minPro
- 5Vanity metrics: the likes and followers trap5 min5 minPro
- 6Setting realistic targets: past data, seasonality and budget6 min6 minPro
4The Digital Channel MapSearch, social media, marketplaces, email and messaging: what each channel is good for and where your customers actually spend their time.6 workouts, 34 min
- 1Paid, owned and earned media5 min5 minPro
- 2Search: capturing intent (Google, YouTube, AI assistants)6 min6 minPro
- 3Social media: creating demand6 min6 minPro
- 4Marketplaces: where many shoppers start (Amazon, Etsy, eBay)6 min6 minPro
- 5Email, SMS and WhatsApp: reaching your own audience5 min5 minPro
- 6Choosing channels on a tight budget6 min6 minPro
5Landing Pages and OffersComing soonThe page the ad sends people to: message match, page structure, offer design, no-code tools and the numbers that tell you if it works.6 workouts, 34 min
- 1Message match: the ad and the page must say the same thing5 min5 minComing soon
- 2Anatomy of a landing page that converts6 min6 minComing soon
- 3Designing the offer: lead magnet, trial, consultation, discount6 min6 minComing soon
- 4Building one with no-code tools: Webflow, Framer, WordPress, Carrd6 min6 minComing soon
- 5Forms, friction and the thank-you page5 min5 minComing soon
- 6Landing page metrics: conversion rate, cost per lead, speed6 min6 minComing soon
Portfolio project: Build a landing page for a local service. A live no-code page or a complete mockup, the matching ad, and a form-to-CRM handoff plan.
6Google Analytics 4 BasicsComing soonUnderstanding GA4's event-based model, reading its reports, and tagging and interpreting traffic sources correctly with UTMs.6 workouts, 37 min
- 1The event-based model: everything is an event6 min6 minComing soon
- 2GA4 property, data stream and core settings6 min6 minComing soon
- 3Traffic sources, UTMs and channel groups7 min7 minComing soon
- 4Standard reports and Explorations6 min6 minComing soon
- 5Key events and e-commerce events6 min6 minComing soon
- 6Interpreting the numbers: why is "direct" so high?6 min6 minComing soon
Portfolio project: A UTM standard and a GA4 channel analysis. A UTM naming standard, a UTM builder sheet and a channel performance report.
7Google Tag ManagerComing soonMeasurement without waiting on a developer for every change: tags, triggers, variables, the data layer and testing in Preview mode.6 workouts, 36 min
- 1Tags, triggers, variables6 min6 minComing soon
- 2The data layer: a shared language with developers7 min7 minComing soon
- 3Sending GA4 events with GTM6 min6 minComing soon
- 4Setting up Google Ads, Meta and TikTok tags6 min6 minComing soon
- 5Preview mode and debugging6 min6 minComing soon
- 6Container organization, naming and version control5 min5 minComing soon
Portfolio project: An e-commerce tagging setup. A dataLayer spec, a GTM tag and trigger table and a testing checklist.
8Conversion Tracking and Server-Side TaggingComing soonAccurate data after cookie restrictions: conversion tags, enhanced conversions, the Conversions API and server-side GTM.6 workouts, 36 min
- 1What counts as a conversion? Micro and macro conversions5 min5 minComing soon
- 2Google enhanced conversions and first-party data6 min6 minComing soon
- 3Server-side tagging: how does sGTM work?7 min7 minComing soon
- 4Deduplicating browser and server events6 min6 minComing soon
- 5Offline conversions: connecting phone and in-store sales to ads6 min6 minComing soon
- 6Why don't platform and CRM numbers match?6 min6 minComing soon
Portfolio project: Write a measurement plan. A measurement plan document: event dictionary, parameters, data flow diagram and testing checklist.
10Reporting with Looker StudioComing soonTurning data into a dashboard that drives decisions: data sources, choosing charts, calculated fields and presenting reports to managers.5 workouts, 30 min
- 1A good report: the question first, then the chart6 min6 minComing soon
- 2Connecting data sources: GA4, Google Ads, Sheets6 min6 minComing soon
- 3Choosing the right chart5 min5 minComing soon
- 4Calculated fields and data blending7 min7 minComing soon
- 5Presenting a report: writing insights and recommendations6 min6 minComing soon
Portfolio project: A multi-channel performance dashboard. A shareable Looker Studio dashboard (or a design mockup) and a weekly insights summary.
11Attribution and Measurement StrategyComing soonWhich channel drove the sale? Attribution models, double counting across platforms, attribution windows and the measurement triangle.5 workouts, 31 min
- 1What is attribution, and why does every channel claim the sale?6 min6 minComing soon
- 2Last-click and data-driven attribution6 min6 minComing soon
- 3Why do platform reports add up to more than the total?6 min6 minComing soon
- 4View-through conversions and attribution windows6 min6 minComing soon
- 5The measurement triangle: attribution, incrementality, MMM7 min7 minComing soon
Portfolio project: An attribution gap report. A cross-source comparison table, explanations for each gap and a one-page measurement framework.
12Marketing Data Analysis: From Spreadsheets to CohortsComing soonAnalyzing data yourself with Google Sheets, pivot tables and basic SQL, and understanding user behavior with funnel and cohort analysis.6 workouts, 36 min
- 1Pivot tables and core formulas in Google Sheets6 min6 minComing soon
- 2SQL for marketers: SELECT, WHERE, GROUP BY7 min7 minComing soon
- 3Querying GA4 data in BigQuery6 min6 minComing soon
- 4Funnel analysis: where do users drop off?6 min6 minComing soon
- 5Cohort analysis and the retention curve6 min6 minComing soon
- 6Telling stories with data5 min5 minComing soon
Portfolio project: A cohort and funnel analysis report. Funnel and cohort tables (Sheets or SQL queries), a retention chart and an analysis report with 3 recommendations.
13AI in MarketingMake AI your teammate for content, ad creative, analysis and research, and understand how AI search is changing marketing.6 workouts, 35 min
- 1Writing good prompts: role, context, examples, format6 min6 minPro
- 2Creating content with AI: speed, brand voice and control6 min6 minPro
- 3AI for ad images and video creative6 min6 minPro
- 4AI for data analysis: from spreadsheet to insight6 min6 minPro
- 5AI search: how ChatGPT, Gemini and AI Overviews are changing traffic6 min6 minPro
- 6Risks: hallucinations, copyright, privacy and brand safety5 min5 minPro
14Portfolio, Resume and InterviewsProve what you have learned to a recruiter: a project portfolio, an ATS-friendly resume, a LinkedIn profile and case interview practice.6 workouts, 35 min
- 1Portfolio: turning your projects into case studies6 min6 minPro
- 2A marketing resume: write results, not duties6 min6 minPro
- 3Setting up your LinkedIn profile for recruiters5 min5 minPro
- 4The case interview: "How would you spend this budget?"7 min7 minPro
- 5Take-home assignments: structure and presentation6 min6 minPro
- 6Job offers: salary research and negotiation5 min5 minPro
35 of 81 workouts in this program are live today, across 14 modules. Workouts take 5 to 7 minutes; projects need a longer, focused session.
What you'll be able to practice
You learn to collect reliable data with GA4, Google Tag Manager and server-side tagging, and to measure in a privacy-compliant way with cookie consent and Consent Mode v2. You build Looker Studio dashboards, work with attribution models, and run funnel and cohort analyses in Google Sheets, SQL and BigQuery to produce reports that help the marketing team make decisions.
Roles it prepares you for
Job titles you'll see in listings for this work. Titles differ from company to company, so read the duties in the listing, not just the title.
- Marketing Analyst
- Digital Analytics Specialist
- Web Analyst
- Marketing Data Analyst
- Reporting Analyst
- Digital Marketing Analyst
What the work looks like day to day, pay by level and country, and how the role grows: Marketing Analyst
- Write a dataLayer spec for an online store and set up GA4 and ad tags with GTM.
- Prepare a privacy-compliant measurement plan that includes cookie consent and Consent Mode v2.
- Combine GA4, Google Ads and Meta data into one Looker Studio dashboard.
- Explain sales gaps between platforms and propose a measurement framework to leadership.
- Run funnel and cohort analyses with SQL and Sheets and present the findings as a data story.

Work you can explain.
A portfolio project at the end of every module.
Example portfolio direction
Map a brand's funnel
Using the ad and sales data of a fictional brand, map every stage of its funnel, pick one metric for each stage and find the stage where the most customers drop off.
What you hand in: A one-page funnel map: stages, metrics, the weakest stage and two improvement ideas.
How the project is judged
- Accuracy
- Diagnosis
- Ideas
- Clarity
A clear place to begin.
Built for complete beginners and career switchers. You don't need a client account or your own ad budget: you work with realistic, fictional-brand scenarios.
Start with one decision.
Your first workout is ready when you are.
No credit card required. No marketing experience needed.
