Google Cloud SDK documentation
The Google Cloud SDK is a set of tools that you can use to manage resources and
applications hosted on Google Cloud. These tools include command-line tools (gcloud,
gsutil, and bq), language-specific client
libraries, and IDE extensions. Try the gcloud cheat sheet.
Start your proof of concept with $300 in free credit
- Get access to Gemini 2.0 Flash Thinking
- Free monthly usage of popular products, including AI APIs and BigQuery
- No automatic charges, no commitment
Keep exploring with 20+ always-free products
Access 20+ free products for common use cases, including AI APIs, VMs, data warehouses, and more.
Documentation resources
Resources
Related resources
Google Cloud overview
Understand the overall landscape and commonly used features of Google Cloud.
Getting started with Cloud Shell and the gcloud CLI
Create and connect to a virtual machine with the gcloud CLI.
Configuring IAM permissions with the gcloud CLI
Create and manage Cloud Identity and Access Management (IAM) configurations with the gcloud CLI.
Building a Serverless Data Pipeline: IoT to Analytics
Build a weather data pipeline and get familiar with Google Cloud, using an Internet of Things (IoT) device, the gcloud CLI, and a few handy Google Cloud services.
Related videos
Embed Looker content where your stakeholders need it most!
Check out our episode of Develop with Looker and Looker Studio where we walk through how to embed Looker content in your own application, programmatically interact with the embed, and use the Embed SDK. Resources: Learn more → https://goo.gle/3G4itte
How to create AI agents with Agent Development Kit (ADK)
Ready to build your own agents? The Agent Development Kit (ADK) gives you the tools, flexibility, and control you need. Click here to get hands on with the ADK codelab and build your first agent. → https://goo.gle/466nOti Discover the Agent
Introduction to Imagen, Veo, and Generative Media on Vertex AI
Supercharge your applications with Google's generative AI models for media creation, now on Vertex AI. We’ll explore techniques to unlock the power of Imagen for image generation, Veo for video generation, Lyria for music generation, and Chirp for
Ground Gemini with Google Search with the Gen AI SDK
Try Grounding with Google Search with the Gen AI SDK → https://goo.gle/44wXmKa Join Head of Developer Skills & Community, Stephanie Wong, and Cloud GDE, Sam Witteveen, as they break down the power of Gemini 2.0 and the Google Cloud Gen AI SDK.
Gemini 2.0 and the Gen AI SDK: A powerful duo
Join Head of Developer Skills & Community, Stephanie Wong, and Cloud GDE, Sam Witteveen, as they break down the power of Gemini 2.0 and the Google Cloud Gen AI SDK. Discover how to leverage Gemini's multimodal capabilities, including text, image,
Develop with Looker Embedding
Embedding Looker video series → https://goo.gle/40ps1Fo Embed SDK demo → https://goo.gle/42iLMBe Embedding getting started docs → https://goo.gle/4hgbmuK Bring Looker content to where your stakeholders need it most. In this episode of Develop with
Build generative AI agents with Vertex AI Agent Builder and Flutter
Supercharge your generative AI development workflow with Vertex AI and Flutter. Seamlessly integrate with your existing tools and leverage our pre-built components and architectures to accelerate prototyping and deploy production-grade gen AI agents
Build AI-powered apps on Vertex AI with LangChain
Get your Generative AI applications from prototype to production quickly with LangChain and Vertex AI. With Google Cloud’s Vertex AI, developers gain access to the power of Generative AI. In this video, learn how to use Vertex AI and the LangChain
Securing web applications without slowing your pace of innovation
All web and mobile applications are constantly under attack. Join this session to learn how you can leverage WAF (Cloud Armor), API (APIgee), and Fraud (reCAPTCHA) defenses to protect your applications, websites, and APIs. Learn how to tackle DDoS
How to dynamically change the layout of an embedded Looker dashboard
Code sample → https://goo.gle/3TJ21jM Looker Embed SDK Repository → https://goo.gle/3E7Bdoz Looker Embed Reference Repository → https://goo.gle/3WaQUBU Welcome back to Embedding Looker! In the last video, Jeremy walked through how to embed a Looker
How to embed a Looker dashboard with custom filters
Looker Embed Reference Repository → https://goo.gle/3CzQThU Looker Components Library → https://goo.gle/3rWUVfj Looker Embed SDK Repository → https://goo.gle/3E7Bdoz Have you tried controlling your embedded Looker dashboard with custom filters?
Get started with Looker SSO Embedding
SSO embedding getting started docs → https://goo.gle/3SpYbLK SSO embedding with Embed SDK getting started docs → https://goo.gle/3StQe8u Embed SDK Repository → https://goo.gle/3E7Bdoz SSO embedding with the Embed SDK allows users secure access to
Get started with Looker private embedding
Private embedding getting started docs → https://goo.gle/3BlMiza SSO Embedding with the Embed SDK getting started docs → https://goo.gle/3BHBCeD Looker private embedding gives you a quick and simple way to embed Looker content in your host
How can you embed Looker?
Looker Developer Portal → https://goo.gle/3e8gzJH Get Started with Embedding Looker → https://goo.gle/3RgSBKG You have a Looker dashboard filled with useful data and insights, but can your users easily access this information? What’s the solution?
Storing data for machine learning
Install Cloud SDK → https://goo.gle/3JAojjt Colab notebook → https://goo.gle/3zIhZTS Install Google Cloud CLI → https://goo.gle/3bsfCv3 Vertex AI Workbench and Cloud Storage are building blocks for your machine learning journey on Google Cloud. In
How to use Cloud Speech-to-Text with cURL
Cloud Speech-to-Text command-line quickstart tutorial → https://goo.gle/35ieK99 Install the Google Cloud SDK → https://goo.gle/3qgWsMC Speech-to-Text documentation → https://goo.gle/3sCSobv In this episode of Get Started with Google Cloud, we show
What is Google Cloud SDK?
Google Cloud SDK → https://goo.gle/3KyXpbc The Google Cloud Software Development Kit (SDK) is a collection of tools used to interact with Google Cloud APIs and manage the resources in your Google Cloud projects. These tools help developers and
Introduction to Vertex AI SDK
Dry beans data set → https://goo.gle/2Tnw9XV Code samples → https://goo.gle/3ia2hab https://goo.gle/3APvkbc Build and train custom models in Vertex AI → https://goo.gle/3ALuigC Wouldn’t it be useful to automate ingesting data, training models, and
Getting started with Google Cloud
Sign up for a free trial → https://goo.gle/3yeCDIa Follow Stephanie on Twitter for more cloud content → https://goo.gle/2Zr0HaO Want to get started on your own Google Cloud project? In this episode of Google Cloud Platform Essentials, Stephanie Wong
Gcloud command-line tips and tricks
Blog post → http://goo.gle/3e7He7F Gcloud documentation → http://goo.gle/3bg7Lxw The gcloud command-line tool’s primary function is to create and manage Google Cloud resources. In this episode of Serverless Expeditions, we show you some useful tips
Platform overview - Code & build tools
Developing or building applications with GKE, Cloud Build, Cloud SDK, or other Google Cloud services? In this video of GCP essentials, we discuss how you can use Cloud Code - an IDE extension - to rapidly iterate, debug, and deploy code for various
Try Google Cloud for yourself
New customers also get $300 in free credits to run, test, and deploy workloads.




















