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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252 results
  1. 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…

  2. Course Featured

    Build and Deploy Machine Learning Solutions on Vertex AI

    Earn the intermediate skill badge by completing the Build and Deploy Machine Learning Solutions with Vertex AI course, where you will learn how to use Google Cloud's Vertex AI platform, AutoML, and custom training services to train, evaluate, tune, explain, and deploy machine learning models. This skill badge co…

  3. Course Featured

    Creating New BigQuery Datasets and Visualizing Insights

    This is the second course in the Data to Insights course series. Here we will cover how to ingest new external datasets into BigQuery and visualize them with Looker Studio. We will also cover intermediate SQL concepts like multi-table JOINs and UNIONs which will allow you to analyze data across multiple data sourc…

  4. Course Featured

    Streaming Analytics into BigQuery

    Earn a skill badge by completing the Streaming Analytics into BigQuery quest, where you use Pub/Sub, Dataflow and BigQuery together to stream data for analytics. A skill badge is an exclusive digital badge issued by Google Cloud in recognition of your proficiency with Google Cloud products and services and tests…

  5. Lab Featured

    Dataplex: Qwik Start - Console

    This lab shows you how to get started with Dataplex in the Google Cloud console by walking you through creating a lake, adding a zone, attaching and detaching assets, and deleting zones and lakes.

  6. Course Featured

    Get Started with Looker

    Earn a skill badge by completing the Get Started with Looker quest, where you learn how to analyze, visualize, and curate data using Looker Studio and Looker. A skill badge is an exclusive digital badge issued by Google Cloud in recognition of your proficiency with Google Cloud products and services and tests yo…

  7. Course Featured

    Introduction to AI and Machine Learning on Google Cloud

    This course introduces the AI and machine learning (ML) offerings on Google Cloud that build both predictive and generative AI projects. It explores the technologies, products, and tools available throughout the data-to-AI life cycle, encompassing AI foundations, development, and solutions. It aims to help data sc…

  8. Lab Featured

    Predict Baby Weight with TensorFlow on Vertex AI

    In this lab you train, evaluate, and deploy a machine learning model to predict a baby’s weight. You then send requests to the model to make online predictions. This lab is part of a series of labs on processing scientific data.

  9. Course Featured

    Smart Analytics, Machine Learning, and AI on Google Cloud

    Incorporating machine learning into data pipelines increases the ability to extract insights from data. This course covers ways machine learning can be included in data pipelines on Google Cloud. For little to no customization, this course covers AutoML. For more tailored machine learning capabilities, this course…

  10. Lab Featured

    BigLake: Qwik Start

    In this lab, you will learn how to implement BigLake tables.