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Vertex AI: Qwik Start

Offered By: Google via Google Cloud Skills Boost

Tags

Google Cloud Platform (GCP) Courses Data Analysis Courses Machine Learning Courses Cloud Computing Courses TensorFlow Courses BigQuery Courses Vertex AI Courses Data Processing Courses Exploratory Data Analysis Courses

Course Description

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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