Discover Google Cloud training your way
With 700+ learning activities to choose from, Google Cloud has designed our comprehensive catalog with you in mind. The catalog consists of a variety of activity formats for you to pick from. Choose from bite-size individual labs or multi-module courses that consist of videos, documents, labs, and quizzes. Our labs give you temporary credentials to actual cloud resources, so you can learn Google Cloud using the real thing. Earn badges for what you complete, define, track, and measure your success with Google Cloud!
47 results
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Lab Featured Vertex AI: Qwik Start
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 C…
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Lab Featured Build and Deploy Machine Learning Solutions with Vertex AI: Challenge Lab
In this challenge lab you will train, deploy, and create a model pipeline using Vertex AI.
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Lab Featured Vertex AI Workbench Notebook: Qwik Start
In this lab you train and deploy a TensorFlow model to Vertex AI for serving (prediction). Watch these short videos Getting started with Notebooks for machine learning and Faster model training and experimentation with Vertex AI.
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Lab Featured Vertex AI PaLM API: Qwik Start
Use Generative AI Studio to create prompts and conversations
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Course Featured Generative AI Explorer - Vertex AI
The Generative AI Explorer - Vertex Quest is a collection of labs on how to use Generative AI on Google Cloud. Through the labs, you will learn about how to use the models in the Vertex AI PaLM API family, including text-bison, chat-bison, and textembedding-gecko. You will also learn about prompt design, best prac…
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Lab Featured Generative AI with Vertex AI: Prompt Design
This lab is part of a series designed to provide hands-on experience with Generative AI on Google Cloud.
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Lab Featured Deploy a BigQuery ML Customer Churn Classifier to Vertex AI for Online Predictions
In this lab, you will train, tune, evaluate, explain, and generate batch and online predictions with a BigQuery ML XGBoost model. You will use a Google Analytics 4 dataset from a real mobile application, Flood it!, to determine the likelihood of users returning to the application. You will generate batch predictio…
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Course Featured Build and Deploy Machine Learning Solutions on Vertex AI
Earn a skill badge by completing the Build and Deploy Machine Learning Solutions with Vertex AI quest, where you will learn how to use Google Cloud’s unified Vertex AI platform and its AutoML and custom training services to train, evaluate, tune, explain, and deploy machine learning solutions. This skill badge q…
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Lab Featured Generative AI with Vertex AI: Getting Started
This lab will provide an introductory, hands-on experience with Generative AI on Google Cloud.
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Lab Featured Vertex AI: Training and Serving a Custom Model
In this lab, you will use Vertex AI to train and serve a TensorFlow model using code in a custom container.