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⇱ Optimize Campaigns: Data-Driven Marketing | Coursera


Optimize Campaigns: Data-Driven Marketing

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Optimize Campaigns: Data-Driven Marketing

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Gain insight into a topic and learn the fundamentals.
Beginner level

Recommended experience

2 hours to complete
Flexible schedule
Learn at your own pace

Gain insight into a topic and learn the fundamentals.
Beginner level

Recommended experience

2 hours to complete
Flexible schedule
Learn at your own pace

What you'll learn

  • Data-driven campaign optimization uses segmented user analytics and model comparisons to enable precise, targeted decisions.

  • Multi-touch attribution models uncover cross-channel campaign impact, enabling accurate performance insights and smarter budget allocation.

  • Effective marketing measurement blends analytics and strategy to deliver comprehensive insights that drive business growth.

  • Sustainable marketing success relies on consistent attribution frameworks that measure direct and cross-channel impact accurately.

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Recently updated!

January 2026

Assessments

6 assignmentsΒΉ

AI Graded see disclaimer
Taught in English

Build your subject-matter expertise

This course is part of the Advanced Marketing Optimization & Strategy Specialization
When you enroll in this course, you'll also be enrolled in this Specialization.
  • Learn new concepts from industry experts
  • Gain a foundational understanding of a subject or tool
  • Develop job-relevant skills with hands-on projects
  • Earn a shareable career certificate

There are 2 modules in this course

Transform your marketing campaigns from guesswork to strategic precision with Google Analytics and data-driven attribution models. This course empowers digital marketers to systematically analyze user behavior across market demand phases, apply sophisticated model comparisons to optimize campaign targeting, and evaluate true cross-channel effectiveness using multi-touch attribution frameworks. You'll master the art of segmenting analytics data to identify high-intent audiences, implement attribution models that reveal hidden campaign impacts, and create comprehensive performance evaluations that drive budget reallocation decisions.

By the end, you'll confidently navigate Google Analytics dashboards, interpret attribution insights, and present data-driven recommendations that transform marketing ROI and campaign strategy alignment.

Learners will master the systematic process of using Google Analytics model comparison tools to analyze user behavior patterns and align marketing campaigns with specific market demand phases for optimal targeting and performance.

What's included

3 videos3 readings2 assignments

3 videosβ€’Total 13 minutes
  • Why Market Demand Alignment Matters for Campaign ROIβ€’3 minutes
  • Understanding Google Analytics Model Comparison Frameworkβ€’5 minutes
  • Implementing GA Model Comparison Toolsβ€’5 minutes
3 readingsβ€’Total 23 minutes
  • Market Demand Phases and Analytics Segmentationβ€’8 minutes
  • How-to Guide: Strategic Campaign Alignment Analysisβ€’10 minutes
  • Setting Up Campaign Alignment Analysis in Google Analyticsβ€’5 minutes
2 assignmentsβ€’Total 17 minutes
  • Create Market Demand Phase Analysis Reportβ€’12 minutes
  • Model Comparison and Campaign Alignment Knowledge Checkβ€’5 minutes

Learners will master comprehensive attribution frameworks to evaluate true campaign effectiveness across multiple channels, quantify cross-channel impact beyond simple last-click analysis, and develop data-driven budget reallocation strategies.

What's included

1 video2 readings4 assignments

1 videoβ€’Total 7 minutes
  • GA Attribution Model Configuration and Analysis β€’7 minutes
2 readingsβ€’Total 20 minutes
  • Multi-Touch Attribution Models and Cross-Channel Analysisβ€’10 minutes
  • How-to Guide: Strategic Campaign Alignment Analysisβ€’10 minutes
4 assignmentsβ€’Total 65 minutes
  • Comprehensive Attribution Framework Development β€’17 minutes
  • Attribution Model Analysis Knowledge Check β€’3 minutes
  • Automated Marketing Insight Systems: Validation and Optimization Strategiesβ€’15 minutes
  • Automated Marketing Insight Systems: Validation and Optimization Strategiesβ€’30 minutes

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454 Coursesβ€’59,272 learners

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Frequently asked questions

To access the course materials, assignments and to earn a Certificate, you will need to purchase the Certificate experience when you enroll in a course. You can try a Free Trial instead, or apply for Financial Aid. The course may offer 'Full Course, No Certificate' instead. This option lets you see all course materials, submit required assessments, and get a final grade. This also means that you will not be able to purchase a Certificate experience.

When you enroll in the course, you get access to all of the courses in the Specialization, and you earn a certificate when you complete the work. Your electronic Certificate will be added to your Accomplishments page - from there, you can print your Certificate or add it to your LinkedIn profile.

Yes. In select learning programs, you can apply for financial aid or a scholarship if you can’t afford the enrollment fee. If fin aid or scholarship is available for your learning program selection, you’ll find a link to apply on the description page.

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ΒΉ Some assignments in this course are AI-graded. For these assignments, your data will be used in accordance with Coursera's Privacy Notice.