I’m thrilled to share my progress within the BCG Knowledge Science Job Simulation on Forage! This program is designed to provide hands-on expertise in fixing real-world enterprise challenges utilizing knowledge science methods.
The primary process targeted on understanding the issue assertion and structuring an strategy to research buyer churn for PowerCo, an power supplier. Utilizing the 5-step Knowledge Science methodology, I framed the issue and outlined a plan to analyze key elements influencing buyer retention.
🔹 Figuring out Churn Components — Pricing, customer support, power supply, contract phrases, and placement.
🔹 Knowledge Necessities — Buyer buy historical past, billing particulars, service interactions, and demographics.
🔹 Evaluation Plan — Exploratory Knowledge Evaluation (EDA), correlation research, machine studying fashions, and visualization methods.
This process supplied worthwhile insights into how data-driven selections can remedy enterprise issues successfully. Excited to maneuver ahead with the following steps!
📌 Should you’re additionally exploring knowledge science, I’d love to attach and alternate insights!
#DataScience #BCG #Forage #MachineLearning #CareerGrowth #Studying #Analytics
