Vertex AI: Qwik Start

Overview

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!