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!
1047 results
-
Course Featured Manage Kubernetes in Google Cloud
Earn a skill badge by completing the Manage Kubernetes in Google Cloud quest, where you will learn about Google Kubernetes Engine and multiple deployment approaches including how to: configure and build images to run and debug Docker containers, build Kubernetes Engine clusters, and manage them with kubectl, deplo…
-
Course Featured Introduction to Generative AI
This is an introductory level microlearning course aimed at explaining what Generative AI is, how it is used, and how it differs from traditional machine learning methods. It also covers Google Tools to help you develop your own Gen AI apps.
-
Course Featured Introduction to Large Language Models
This is an introductory level micro-learning course that explores what large language models (LLM) are, the use cases where they can be utilized, and how you can use prompt tuning to enhance LLM performance. It also covers Google tools to help you develop your own Gen AI apps.
-
Course Featured Classify Images with TensorFlow on Google Cloud
Earn the intermediate skill badge by completing the Classify Images with TensorFlow on Google Cloud course where you will learn how to use TensorFlow and Vertex AI to create and train machine learning models. You will primarily interact with Vertex AI Workbench user-managed notebooks. A skill badge is an exclusi…
-
Course Featured Introduction to Responsible AI
This is an introductory-level microlearning course aimed at explaining what responsible AI is, why it's important, and how Google implements responsible AI in their products. It also introduces Google's 7 AI principles.
-
Course Featured Responsible AI: Applying AI Principles with Google Cloud
As the use of enterprise Artificial Intelligence and Machine Learning continues to grow, so too does the importance of building it responsibly. A challenge for many is that talking about responsible AI can be easier than putting it into practice. If you’re interested in learning how to operationalize responsible A…
-
Course Featured Derive Insights from BigQuery Data
Complete the introductory Derive Insights from BigQuery Data skill badge to demonstrate skills in the following: write SQL queries, query public tables, load sample data into BigQuery, troubleshoot common syntax errors with the query validator in BigQuery, and create reports in Looker Studio by connecting to BigQu…
-
Lab Featured Using BigQuery Omni with AWS
In this lab, you will run BigQuery analytics on data stored in AWS S3 using BigQuery Omni.
-
Course Featured Share Data Using Google Data Cloud
Earn a skill badge by completing the Share Data Using Google Data Cloud course, where you will gain practical experience with Google Cloud Data Sharing Partners, which have proprietary datasets that customers can use for their analytics use cases. Customers subscribe to this data, query it within their own platfor…
-
Course Featured Get Started with Google Workspace Tools
Earn an introductory skill badge by completing the Get Started with Google Workspace Tools course, where you will get introduced to Google's collaborative platform and learn to use Gmail, Calendar, Meet, Drive, Sheets, and AppSheet. A skill badge is an exclusive digital badge issued by Google Cloud in recogniti…
-
Lab Featured A Tour of Google Cloud Sustainability
In this hands-on lab, you will learn why Google Cloud is the cleanest cloud in the industry by exploring and utilizing sustainability tools..
-
Course Featured Migrate MySQL data to Cloud SQL using Database Migration Service
Earn a skill badge by completing the Migrate MySQL data to Cloud SQL using Database Migration Services quest, where you will learn how to migrate MySQL data to Cloud SQL using Database Migration Services, including how to: connect to Cloud SQL instances using the Cloud Console and with different job types and conn…
-
Course Featured Managing Cloud Infrastructure with Terraform
In this Quest, the experienced user of Google Cloud will learn how to describe and launch cloud resources with Terraform, an open source tool that codifies APIs into declarative configuration files that can be shared amongst team members, treated as code, edited, reviewed, and versioned. In these nine hands-on la…
-
Course Featured Use Machine Learning APIs on Google Cloud
Earn the advanced skill badge by completing the Use Machine Learning APIs on Google Cloud course, where you learn the basic features for the following machine learning and AI technologies: Cloud Vision API, Cloud Cloud Translation API, and Cloud Natural Language API. A skill badge is an exclusive digital badge i…
-
Course Featured Language, Speech, Text, & Translation with Google Cloud APIs
In this quest you will use a collection of Google APIs that are all related to language, and speech. You will use the Speech-to-Text API to transcribe an audio file into a text file, the Cloud Translation API to translate from one language to another, the Cloud Translation API to detect what language is being used…
-
Course Featured Mitigate Threats and Vulnerabilities with Security Command Center
Complete the intermediate Mitigate Threats and Vulnerabilities with Security Command Center skill badge to demonstrate skills in the following: preventing and managing environment threats, identifying and mitigating application vulnerabilities, and responding to security anomalies.
-
Lab Featured Develop No-Code Chat Apps with AppSheet
In this lab, you'll use AppSheet to create a no-code app for Google Chat.
-
Course Featured Monitor Environments with Google Cloud Managed Service for Prometheus
Earn a skill badge by completing the Monitor Environments with Managed Service for Prometheus quest, where you learn Kubernetes Monitoring with Google Cloud Managed Service for Prometheus. A skill badge is an exclusive digital badge issued by Google Cloud in recognition of your proficiency with Google Cloud prod…
-
Course Featured Get Started with Dataplex
Earn a skill badge by completing the Get Started with Dataplex quest, where you use Dataplex to start creating a data mesh on Google Cloud. 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 your ability to apply…
-
Lab Featured Arcade Hero: Enter the Artifact Registry Policy
Arcade Hero: Artifact Registry Level One
-
Lab Featured Explore flat and nested data types in BigQuery
Explore flat and nested data types in BigQuery and learn how to use these data types effectively in queries
-
Lab Featured Arcade Hero: Enter the Artifact Registry Python
Arcade Hero: Artifact Registry Level One
-
Lab Featured Identify different batch and streaming data sources
Differentiate between batch and streaming data sources, formats, and frequency
-
Lab Featured BigQuery Soccer Data Analysis
Learn the fundamentals of writing and executing queries to query soccer data stored in BigQuery tables.
-
Lab Featured BigQuery Soccer Data Analytical Insight
Learn how to create deeper analytical insights from soccer event data using BigQuery.
-
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.
-
Lab Featured Using Specialized Processors with Document AI (Python)
In this lab, you will learn how to use Document AI Specialized Processors to classify and parse specialized documents with Python.
-
Lab Featured APIs Explorer: Cloud SQL
In this lab, you will get hands-on practice with the Cloud SQL API and its associated methods by making calls through the APIs Explorer tool.
-
Lab Featured Arcade Hero: Enter the Artifact Registry Maven
Arcade Hero: Artifact Registry Level One
-
Lab Featured Translate Text with the Cloud Translation API
Cloud Translation translates an arbitrary string into any supported language. In this hands-on lab, you use the Cloud Translation API to detect the language of a text, and then translate the text.
-
Lab Featured Exploring NCAA Data with BigQuery
Use BigQuery to explore the NCAA dataset of basketball games, teams, and players. The data covers plays from 2009 and scores from 1996. Watch How the NCAA is using Google Cloud to tap into decades of sports data.
-
Lab Featured Speech to Text Transcription with the Cloud Speech API
The Cloud Speech API lets you do speech to text transcription from audio files in over 80 languages. In this hands-on lab you’ll record your own audio file and send it to the Speech API for transcription.
-
Lab Featured Scaling Microservices Applications: Migration to Redis Enterprise on Google Cloud
In this lab, you will deploy a fully functioning microservices e-Commerce website application on Google Cloud using Redis to run the shopping cart service and then migrate that to Redis Enterprise for scalability and high availability.
-
Lab Featured Pub/Sub: Qwik Start - Python
In this lab, you learn about Pub/Sub and how to create a topic and subscriber with a Python script, and then publish and view messages. Watch the short video Simplify Event Driven Processing with Cloud Pub/Sub.
-
Lab Featured Connect to Cloud SQL from an Application in Google Kubernetes Engine
This lab shows how easy it is to connect an application in Google Kubernetes Engine to a Cloud SQL instance using the Cloud SQL Proxy container as a sidecar container. You will deploy a GKE cluster and a Cloud SQL Postgres instance and use the Cloud SQL Proxy container to allow communication between them.
-
Lab Featured BigQuery Machine Learning using Soccer Data
Learn how to use BigQuery ML with soccer shot data to create and use an expected goals model.
-
Lab Featured A Tour of Google Cloud Hands-on Labs
In this first hands-on lab you will access the Google Cloud console and use these basic Google Cloud features: Projects, Resources, IAM Users, Roles, Permissions, and APIs.