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In this lab, you will use BigQuery for data processing and exploratory data analysis, and the Vertex AI platform to train and deploy a custom TensorFlow Regressor model to predict customer lifetime value (CLV). The goal of the lab is to introduce to Vertex AI through a high value real world use case - predictive CLV. starting with a local BigQuery and TensorFlow workflow you will progress toward training and deploying your model in the cloud with Vertex AI.
In this lab, you will use BigQuery for data processing and exploratory data analysis, and the Vertex AI platform to train and deploy a custom TensorFlow Regressor model to predict customer lifetime value (CLV). The goal of the lab is to introduce to Vertex AI through a high value real world use case - predictive CLV. starting with a local BigQuery and TensorFlow workflow you will progress toward training and deploying your model in the cloud with Vertex AI.
Industry Partners
Institution
Google
The institution that is responsible for the courseware (and lab environment, if included) of this learning product.
E-learning Format
Google Cloud Self-Paced Labs
Language
English
Subscription duration
30 days
The time you will have access to the learning product once it has been activated.
Qwiklabs by Google Redirect
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