Creating predictions

Predicting customer churn is a crucial challenge, as losing customers can significantly impact profitability. To address this requirement, you can use a scorecard or a predictive model to drive a churn prediction. Learn how to connect to models in Amazon SageMaker and Google Vertex AI machine learning services, as well as how to challenge the active model with a candidate model.

 

初級

英語

このモジュールを完了したら、以下の目的を達成できるようになります。

Build a scorecard to drive a churn prediction in Prediction Studio.

Create a new prediction that uses a predictive model.

Use machine learning services such as Amazon SageMaker and Google machine learning.

Challenge a predictive model.

このモジュールで学習したことは、下記のチャレンジで実践できます。

Creating a churn prediction using a scorecard v4 Creating a churn prediction using an ML model v4 Challenging a Predictive Model v3

このモジュールは、下記のミッションにも含まれています。

AI for 1:1 Customer Engagement v5

トピック

Creating a churn prediction using a scorecard

5 分

Predictive models

5 分

Creating a churn prediction using an ML model

10 分

Using machine learning services

10 分

Challenging a predictive model

10 分

モジュールクイズ

5 分