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 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 BigQuery Soccer Data Analytical Insight
Learn how to create deeper analytical insights from soccer event data using 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 Summarize Text using SQL and LLMs in BigQuery ML
In this lab, you will explore how to perform summarization of source code from GitHub repos and identification of the language of programming in the repo, using Vertex AI Large Language Model (LLM) for text generation.
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Lab Featured Perform Predictive Data Analysis in BigQuery: Challenge Lab
This challenge lab tests the skills and knowledge gained from the labs in the Perform Predictive Data Analysis in BigQuery skill badge course.
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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 Working with JSON, Arrays, and Structs in BigQuery
In this lab, you work with semi-structured data (ingesting JSON, Array data types) inside of BigQuery. You practice loading, querying, troubleshooting, and unnesting various semi-structured datasets.
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Lab Featured Using BigQuery in the Google Cloud Console
This lab shows you how to query public tables and load sample data into BigQuery using the GCP Console. Watch the following short video Get Meaningful Insights with Google BigQuery.
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Course Featured Perform Predictive Data Analysis in BigQuery
Earn the intermediate skill badge by completing the Perform Predictive Data Analysis in BigQuery course, where you will gain practical experience on the fundamentals of sports data science using BigQuery, including how to create a soccer dataset in BigQuery by importing CSV and JSON files; harness the power of Big…
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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…