# Professional Certificate in Marketing Analytics Canonical URL: https://mtfinstitute.com/programs/marketing-analytics/ Official publisher: MTF Institute of Management, Technology and Finance Language: English Topics: Marketing Analytics, Attribution, Measurement Planning, Funnel Metrics, Cohort Analysis, Incrementality, Dashboards, Decision Recommendations > Build practical marketing analytics capability across measurement plans, funnel metrics, cohort analysis, attribution limits, decision-ready dashboards and accountable recommendations. ## Program facts - Format: 100% online, self-paced English lessons with templates, a connected case and human-verified AI practice - Recommended duration: Up to 1 month - Study time: 20 core lessons, 20 practical workplace artifacts, three role-starter resources and one applied capstone - Tuition: €10 - Credential: Certificate of completion: Professional Certificate in Marketing Analytics - Enrollment: https://edu.gtf.pt/course/view.php?id=93 ## Professional Certificate in Marketing Analytics Build a practical marketing analytics workflow from measurement planning through funnels, cohorts, attribution limits, dashboards and accountable recommendations. The program uses current evidence assessed in September 2026 and teaches durable methods that keep definitions, uncertainty, ownership and approval visible. ## Who this course is for The course is designed for aspiring and early-career marketing analysts, performance, growth, lifecycle and CRM marketers, business analysts entering marketing, and managers who commission or challenge marketing evidence. Comfort with percentages and ordinary spreadsheets is enough to begin. No coding, advanced statistics or production data-engineering experience is assumed. You work with tool-neutral methods, reusable templates and the connected fictional company Trailmark Workflow. ## What you will be able to do You will turn a broad request into a bounded marketing decision, build a governed measurement plan and metric dictionary, specify trustworthy inputs and decide whether data is fit for use. You will construct reproducible funnels, diagnose segment differences, build comparable cohorts and interpret retention and value without hiding maturity or censoring limits. You will compare attribution views and windows, distinguish credit and association from incrementality, prepare safe experiment handoffs and triangulate evidence. You will design and validate a decision-ready dashboard, write a proportionate recommendation with alternatives, guardrails, owners and a next test, and run a recurring performance review that preserves decisions and learning. ## Curriculum ### Module 1 — Governed Measurement Foundations 1. **Frame a Marketing Decision and Role Boundaries** — create a Marketing Decision Brief. 2. **Build a Governed Marketing Measurement Plan** — produce a Marketing Measurement Plan. 3. **Create a Controlled Marketing Metric Dictionary** — build a Marketing Metric Dictionary. 4. **Specify Marketing Data and Handoffs** — create a Measurement Requirements and Handoff Sheet. 5. **Decide Whether Marketing Data Is Fit for Use** — complete a Data Health Assessment. ### Module 2 — Funnel and Cohort Diagnosis 6. **Build a Reproducible Marketing Funnel** — create a Funnel Definition and Calculation Sheet. 7. **Diagnose Funnel Leakage and Segment Differences** — produce a Funnel Diagnostic. 8. **Construct Comparable Marketing Cohorts** — build a Cohort Construction Plan. 9. **Interpret Retention and Value by Cohort** — create a Cohort Performance Analysis. 10. **Turn Diagnostic Findings into the Next Test** — produce a Diagnostic Findings and Next-Test Brief. ### Module 3 — Attribution Limits, Incrementality and Triangulation 11. **Record Attribution Scope and Settings** — create an Attribution Settings Record. 12. **Compare Attribution Views and Test Sensitivity** — produce an Attribution Sensitivity Analysis. 13. **Separate Credit, Association and Incrementality** — write a Causal Claim Boundary Note. 14. **Prepare a Safe Marketing Experiment Handoff** — create a Marketing Experiment Brief. 15. **Triangulate Marketing Measurement Methods** — produce a Measurement Triangulation Memo. ### Module 4 — Dashboards, Recommendations and Operating Review 16. **Design a Decision-Ready Marketing Dashboard** — create a Dashboard Specification. 17. **Validate Dashboard Evidence and Action Rules** — produce a Dashboard Validation and Action Map. 18. **Write a Bounded Marketing Decision Recommendation** — write a Marketing Decision Recommendation. 19. **Run a Marketing Performance Review** — create a Marketing Performance Review Pack. 20. **Close Decisions and Improve the Measurement System** — maintain a Decision and Learning Register. ## How the course works Every lesson combines applied theory with AI Practice. You work through the fictional Trailmark Workflow case, create a reusable workplace artifact, inspect a completed example, use a focused drafting prompt and a separate critic prompt, and verify the result with professional judgment. Every task also includes a no-AI route. The applied capstone presents a claimed 24% increase in attributed trial starts alongside a changed attribution window, duplicate events, immature cohorts and incomplete cost evidence. You produce one Marketing Investment Decision Pack recommending an immediate reallocation, a hold or a bounded approved test with the relevant evidence, limitations, owner, guardrails and next learning step. ## Professional resources The course includes three readable resources: a model marketing analytics job description, an ATS-friendly resume template with a fictional example, and an operating playbook for recurring analytics work. They help you translate the learning into truthful role expectations and evidence. ## Certificate After completing the required learning activities and capstone, you receive the MTF Institute Certificate of completion: Professional Certificate in Marketing Analytics. ## Evidence behind the course MTF Institute built this curriculum from scratch using an audited analysis of 100 current U.S.-scoped vacancies from 88 employers. Dashboard, reporting and visualization appeared in 67 records; recommendations and stakeholder storytelling in 70; funnel, pipeline and conversion analysis in 40; measurement planning in 36; cohort, retention and lifetime-value analysis in 31; attribution or incrementality in 30; experiment design or readout in 22; and data-quality work in 14. The sample is structured and purposive rather than nationally representative, so these counts describe the corpus rather than the whole labour market. Read the full [vacancy research](https://mtfinstitute.com/insights/marketing-analytics-work-us-vacancy-evidence-2026/), the [open Zenodo research record](https://doi.org/10.5281/zenodo.22811872), and the independent [current-trend review](https://mtfinstitute.com/insights/marketing-measurement-2026-attribution-limits-incrementality-dashboards/). Together they support a durable focus on governed definitions, funnel and cohort discipline, attribution sensitivity, method triangulation, decision-oriented dashboards and bounded recommendations. ## Start the course Enroll for the one-time course price of €10 and begin the self-paced English program. Access is delivered through the MTF learning environment after purchase. [ENROLL NOW](https://edu.gtf.pt/course/view.php?id=93) ## Frequently asked questions ### Who is this marketing analytics course for? This program is designed for aspiring and early-career marketing analysts, performance, growth, lifecycle and CRM marketers, business analysts entering marketing, and managers who need to commission or challenge marketing evidence. ### What practical work will I complete? You will create twenty distinct workplace artifacts, including a Marketing Measurement Plan, Funnel Diagnostic, Cohort Performance Analysis, Attribution Sensitivity Analysis, Dashboard Specification, Marketing Decision Recommendation and Performance Review Pack. ### How does the course handle attribution and causal claims? You compare descriptive attribution views and lookback windows, separate credit and association from incrementality, record sensitivity and alternative explanations, and route causal or budget decisions through appropriate experiments and accountable human review. ### How is AI used in the practical work? Every lesson includes bounded AI practice for organizing authorized evidence, drafting a structured artifact or challenging assumptions. A separate critic step and human verification remain mandatory, and every exercise includes a no-AI route. ### What evidence supports the curriculum? The curriculum is grounded in an audited MTF Institute analysis of 100 current U.S.-scoped vacancies from 88 employers, an independent current-trend review, two public MTF Insights articles and an open Zenodo research record. ### Do I need coding, advanced statistics or paid tools? No. Comfort with percentages and ordinary spreadsheets is enough to begin. The methods are tool-neutral and use SQL-shaped reasoning, analytics and business-intelligence contexts without requiring production engineering, advanced causal systems or a specific paid platform. ### What certificate and access will I receive? After enrollment you receive access to the MTF learning platform. Completing the required lessons, applied capstone and certificate activity provides the MTF Institute course-completion certificate for Professional Certificate in Marketing Analytics. ## Professional education notice Professional courses and certificates are taught under the terms of paragraph 3 of article 3 of Decree-Law No. 474/2010, published on July 8th by the Portuguese Ministry of Labour and Social Solidarity. The professional programs are related to professional / business education and are provided without official recognition (certificates are provided at a professional level and not academic degrees or diplomas and do not confer academic credits). ## Citation guidance When quoting or summarizing this program, cite the canonical HTML page: https://mtfinstitute.com/programs/marketing-analytics/