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.
164 results
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Lab Featured Using BigQuery and Cloud Logging to Analyze BigQuery Usage
In this lab you view the BigQuery logs inside Cloud Logging, set up a sink to export them back into BigQuery, and then use SQL to analyze the logs.
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Lab Featured Create ML Models with BigQuery ML: Challenge Lab
This challenge lab tests your skills in developing and using machine learning models using BigQuery.
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Lab Featured Derive Insights from BigQuery Data: Challenge Lab
This challenge lab tests your skills and knowledge from the labs in the Derive Insights from BigQuery Data skill badge. You should be familiar with the content of the labs before attempting this lab.
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Lab Featured ETL Processing on Google Cloud Using Dataflow and BigQuery (Python)
In this lab, you build several data pipelines that ingest and transform data from a publicly available dataset into BigQuery.
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Lab Featured Predict Visitor Purchases with a Classification Model in BigQuery ML
In this lab, you use an available ecommerce dataset to create a classification (logistic regression) model in BigQuery ML that predicts customers' purchasing habits.
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Lab Featured Build a Data Warehouse with BigQuery: Challenge Lab
This challenge labs tests your skills in building a data warehouse using BigQuery.
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Lab Featured Explore an Ecommerce Dataset with SQL in BigQuery
In this lab, you learn how to use BigQuery to find data, query the data-to-insights public dataset, and write and execute queries.
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Lab Featured Streaming Analytics into BigQuery: Challenge Lab
This challenge lab tests your skills and knowledge from the labs in the Streaming Analytics into BigQuery quest. You should be familiar with the content of labs before attempting this lab.
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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 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…