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Vertex AI: Qwik Start

Google via Google Cloud Skills Boost

Overview

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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.

Syllabus

  • GSP917
  • Overview
  • What you'll learn
  • Setup and requirements
  • Task 1. Enable Google Cloud services
  • Task 2. Create Vertex AI custom service account for Vertex Tensorboard integration
  • Task 3. Launch Vertex AI Workbench notebook
  • Task 4. Clone the lab repository
  • Task 5. Install lab dependencies
  • Congratulations!

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