Discover Google Cloud training your way

With 980+ 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!

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162 results

  1. Lab Featured

    Build a Data Warehouse with BigQuery: Challenge Lab

    This challenge labs tests your skills in building a data warehouse using BigQuery.

  2. Course Featured

    Engineer Data for Predictive Modeling with BigQuery ML

    Complete the intermediate Engineer Data for Predictive Modeling with BigQuery ML skill badge to demonstrate skills in the following: building data transformation pipelines to BigQuery using Dataprep by Trifacta; using Cloud Storage, Dataflow, and BigQuery to build extract, transform, and load (ETL) workflows; buil…

  3. 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.

  4. 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.

  5. Lab Featured

    Weather Data in BigQuery

    In this lab you analyze historical weather observations using BigQuery in conjunction with other datasets

  6. Lab Featured

    BigQuery Soccer Data Ingestion

    Get started with sports data science by importing soccer data on matches, teams, players, and match events into BigQuery tables.

  7. 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…

  8. 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.

  9. Lab Featured

    BigQuery Soccer Data Analysis

    Learn the fundamentals of writing and executing queries to query soccer data stored in BigQuery tables.

  10. Course Featured

    BigQuery Fundamentals for Snowflake Professionals

    This course covers BigQuery fundamentals for professionals who are familiar with SQL-based cloud data warehouses in Snowflake and want to begin working in BigQuery. Through interactive lecture content and hands-on labs, you learn how to provision resources, create and share data assets, ingest data, and optimize q…