On-demand activities
Find the right on-demand learning activities for you. Labs are short learning activities that teach you a specific lesson by giving you direct, temporary, hands-on access to real cloud resources. Courses are longer activities, consisting of several modules made of videos, documents, hands-on labs and quizzes. Finally, quests are similar, but are usually shorter and contain only labs.
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Lab Featured Predict Taxi Fare with a BigQuery ML Forecasting Model
In this lab, you explore millions of New York City yellow taxi cab trips available in a BigQuery Public Dataset, create a machine learning model inside of BigQuery to predict the fare, and evaluate the performance of your model to make predictions.
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Lab Featured Classify Images of Clouds in the Cloud with AutoML Images
AutoML Images helps developers with limited ML expertise train high quality image recognition models. In this hands-on lab, you will learn how to train a custom model to recognize different types of clouds (cumulus, cumulonimbus, etc.).
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Learning Path Featured Beginner: Introduction to Generative AI Learning Path
This learning path provides an overview of generative AI concepts, from the fundamentals of large language models to responsible AI principles.
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Lab Featured Analyzing Movie Posters in BigQuery with Remote Models
In this lab, you learn how to use BigQuery Machine Learning for inference with remote models (Gemini AI models) to Analyze Movie Posters. BigQuery Machine Learning for inference lets you create and run machine learning (ML) models by using GoogleSQL queries.
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Lab Featured Analyze Customer Reviews with Gemini Using SQL
Learn how to use BigQuery Machine Learning with remote models (Gemini) to analyze customer reviews using SQL.
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Lab Featured Analyze Customer Reviews with Gemini Using Python Notebooks
Learn how to use BigQuery Machine Learning with remote models (Gemini AI) to analyze customer reviews using Python Notebooks.
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Lab Featured Set Up a Query-based Alert By Using MQL: Qwik Start
Learn how to monitor an Apache Web Server installed on a Compute Engine virtual machine (VM) instance using Ops Agent.
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Lab Featured Monitor an Apache Web Server using Ops Agent
Learn how to monitor an Apache Web Server installed on a Compute Engine virtual machine (VM) instance using Ops Agent.
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Lab Featured Deploy Microsoft SQL Server to Compute Engine
In this lab you will learn how to create a virtual machine with Microsoft SQL Server installed. You’ll also create a Windows user and password and learn how to connect to the Windows Server via remote desktop.
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Lab Featured TensorFlow: Qwik Start
In this lab, you learn the basic ‘Hello World' of machine learning. Instead of programming explicit rules in a language such as Java or C++, you build a system that is trained on data to infer the rules that determine a relationship between numbers.