Analyze and Optimize User Retention
Keep adding new skills with 10,000+ programs for $239 (usually $399). Save now.
Analyze and Optimize User Retention
This course is part of User Retention Analytics Specialization
Instructor: Hurix Digital
Included with
Ask Coursera
Recommended experience
Recommended experience
What you'll learn
Cohort analysis reveals long-term quality of acquisition channels, enabling data-driven marketing spend decisions.
Comparing retention curves across calendar and age-aligned cohorts helps distinguish seasonal patterns from user fatigue.
Effective retention analysis combines business context like release schedules and holidays with quantitative metrics.
Segmenting cohorts by acquisition channel and cost-per-cohort uncovers product-market fit and sustainable user value
Skills you'll gain
- Time Series Analysis and Forecasting
- Customer Analysis
- Customer Insights
- Consumer Behaviour
- Looker (Software)
- Data-Driven Marketing
- Analysis
- Marketing Channel
- Data Analysis
- Performance Metric
- Digital Analysis
- Driving engagement
- Root Cause Analysis
- Trend Analysis
- Marketing Analytics
- Customer Retention
- Forecasting
- Growth Strategies
Details to know
January 2026
4 assignments
See how employees at top companies are mastering in-demand skills
Build your subject-matter expertise
- 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
Unlock the power of cohort analysis to transform raw user data into actionable retention insights that drive business growth. This course empowers data professionals to systematically segment users by acquisition channels, calculate meaningful retention metrics, and diagnose the true drivers behind user churn patterns.
This Short Course was created to help data analysts accomplish strategic user retention optimization through advanced cohort analysis techniques. By completing this course, you'll be able to confidently build Looker explores that reveal sticky user segments, overlay retention curves with business events to identify seasonal patterns, and distinguish between temporary user fatigue and long-term engagement decline. These skills enable you to provide data-driven recommendations that directly impact product-market fit and marketing spend optimization. By the end of this course, you will be able to: Apply cohort analysis to calculate user retention segmented by acquisition channel Analyze retention curves to distinguish between user fatigue and seasonal effects This course is unique because it combines hands-on technical implementation in Looker with strategic business analysis, enabling you to bridge the gap between data extraction and actionable business insights. To be successful in this course, you should have a background in data analysis fundamentals and basic familiarity with business intelligence tools.
In this first module, we move beyond "vanity metrics" to master Cohort Analysis, the essential framework for measuring how effectively your product keeps users over time. By grouping users based on shared characteristics—most commonly their acquisition date—you will learn to construct and interpret Cohort Heatmaps, which allow you to track behavior patterns and identify exactly where users are dropping off in their lifecycle. This approach provides the mathematical clarity needed to distinguish between temporary growth spikes and long-term product-market fit, enabling you to calculate precise Retention Rates and visualize the "long tail" of user stability through Retention Curves.
What's included
2 videos2 readings2 assignments
2 videos•Total 9 minutes
- Why Channel-Segmented Cohort Analysis Drives Marketing ROI•3 minutes
- Cohort Analysis Fundamentals for Data Professionals•6 minutes
2 readings•Total 13 minutes
- Segmentation Methodologies in Cohort Analysis •8 minutes
- How to Use Channel-Segmented Cohort Analysis to Optimize Marketing Spend•5 minutes
2 assignments•Total 13 minutes
- Cohort Analysis Fundamentals Assessment•3 minutes
- Build and Analyze Acquisition Channel Cohorts•10 minutes
This module moves beyond simple tracking to diagnose the "shape" of your user behavior and identify the underlying drivers of long-term loyalty. In this section, we analyze the specific geometry of your retention curves—distinguishing between the "Sinking Ship" of a declining curve and the "Growth Engine" of a flattened or "smiling" curve—to determine if your product has achieved true product-market fit. You will learn to perform behavioral layering to uncover the "Aha! Moment," that specific set of actions that separates your power users from those who churn, allowing you to optimize the user journey around the activities that mathematically correlate with the highest lifetime value.
What's included
2 videos2 readings2 assignments
2 videos•Total 10 minutes
- The Business Impact of Pattern Recognition in Retention Analysis•4 minutes
- Interpreting Retention Curve Patterns and Decay Rates•6 minutes
2 readings•Total 12 minutes
- Systematic Approaches to Seasonal vs. Fatigue Pattern Diagnosis•7 minutes
- How to Diagnose Retention Drops: Seasonal Behavior vs. Product Problems•5 minutes
2 assignments•Total 13 minutes
- Advanced Retention Pattern Diagnosis Project •10 minutes
- Retention Pattern Analysis Assessment•3 minutes
Earn a career certificate
Add this credential to your LinkedIn profile, resume, or CV. Share it on social media and in your performance review.
Instructor
Explore more from Data Analysis
- Status: Free Trial
Course
- Status: Free Trial
Course
- Status: Free TrialC
Coursera
Specialization
- Status: Free Trial
Course
Why people choose Coursera for their career
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.
More questions
Financial aid available,