Explore buyer‑segment analytics to sharpen market‑research, analysis, and marketing expertise. This hands‑on module teaches you to develop data‑driven buyer personas and master cross‑tabulation techniques for uncovering key customer groups. Through real‑world exercises, you'll interpret two‑way tables that link demographics to purchasing behavior, turning raw data into clear, actionable insights. You'll learn to translate those insights into strategic targeting recommendations that boost marketing effectiveness. By the end, you'll be equipped to deliver concise, data‑backed segment profiles that add immediate value to any data‑focused organization.

Explore customer data analytics with the RFM model to drive measurable financial results. Designed for aspiring analysts and marketers, this module teaches you to convert raw transaction data into actionable segments using spreadsheet exercises. Learn to identify high‑value customers, calculate profitability lifts from targeted campaigns, and present clear ROI evidence for finance reviews. By the end, you'll produce data‑driven recommendations that link marketing actions to bottom‑line growth, enabling optimized spend and increased profitability.

This module provides a complete, hands-on walkthrough of a real-world analytics project. You will play the role of an analyst tasked with using RFM segmentation to identify high-value customer groups and proposing a targeted pilot campaign to drive revenue. We begin by framing the business case for this work, then move to defining the RFM framework and the project requirements. Through a step-by-step screencast, you will learn how to perform the analysis in a spreadsheet before applying your skills in a final graded project to produce a full decision package for marketing leadership.