Solution Accelerator

How to build: Profit-driven retention management

Effectively manage retention and reduce churn

Develop an understanding of how a customer lifetime should progress and examine where in that lifetime journey customers are likely to churn so you can effectively manage retention and reduce your churn rate.

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NOTEBOOK 1

Data Preparation

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NOTEBOOK 2

Feature Engineering

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NOTEBOOK 3

Model Selection

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NOTEBOOK 4

Hyperparameter Tuning

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NOTEBOOK 5

Deployment & Integration

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Benefits and business value

Stop the bleeding

Identify which customers are most likely to leave your service

Massive speed improvement

Scan through large volumes of data easily, and quickly generate useful customer analysis records

Increase customer lifetime value

Identify the value of retaining the customer

Reference Architecture

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