Overview
What this challenge is about.
Customer Lifetime Value Model for SaaS Scale-up. Intermediate challenge in analysis. Analyzing real datasets and building models that drive decisions, earn a...
The Brief
What you'll do, and what you'll demonstrate.
How can TaskFlow predict customer lifetime value and segment customers to prioritize enterprise sales efforts?
This is not a data exercise. It is the work an analyst does when stakeholders need answers from messy data. That distinction matters to every hiring manager who has seen candidates describe statistical methods and none who have extracted insight from messy, real-world data.
When you finish, you will have something most graduates do not: a real-world deliverable, verified by Ewance, that you can show to a hiring manager and say "I did this. Here is the proof."
Earning criteria — what you'll demonstrate
- Calculate historical CLV using cohort analysis
- Build a predictive model for CLV using regression or machine learning
- Segment customers based on predicted CLV and behavioral attributes
- Translate CLV insights into marketing and sales strategies
Program Fit
Where this fits in your program.
Sharpens the same skills your degree expects you to demonstrate.
Aligned coursework coming soon.
Skills
Skills you'll demonstrate.
Each one shows up on your verified credential.
- Customer Lifetime Value
Apply customer lifetime value to solve real industry problems and demonstrate production-level capability.
- Predictive Modeling
Apply predictive modeling to solve real industry problems and demonstrate production-level capability.
- Customer Segmentation
Apply customer segmentation to solve real industry problems and demonstrate production-level capability.
- Regression Analysis
Apply regression analysis to solve real industry problems and demonstrate production-level capability.
- Data Visualization
Transform complex data into clear, insightful visual representations.
Careers
Career paths this challenge builds toward
Completing this challenge demonstrates skills that transfer directly to these roles: