Data Lake Modernization on Google Cloud: Data Governance
Earned Nov 18, 2024 EST
Data Lake Modernization on Google Cloud: Cloud Composer
Earned Nov 18, 2024 EST
Google Cloud 上的 AI 和机器学习简介
Earned Nov 16, 2024 EST
为 Looker 信息中心和报告准备数据
Earned Nov 15, 2024 EST
Google Cloud 数据工程简介
Earned Nov 7, 2024 EST
使用 BigQuery 机器学习推理功能
Earned Oct 27, 2024 EDT
面向数据科学家和分析师的 Gemini
Earned Oct 27, 2024 EDT
Build Data Lakes and Data Warehouses on Google Cloud
Earned Jul 24, 2024 EDT
适用于应用开发者的 Gemini
Earned Jul 22, 2024 EDT
在 Vertex AI 中设计提示
Earned Jul 13, 2024 EDT
Responsible AI: 和 Google Cloud 一起践行 AI 原则
Earned Jul 13, 2024 EDT
负责任的 AI 简介
Earned Jul 11, 2024 EDT
大型语言模型简介
Earned Jul 9, 2024 EDT
生成式 AI 简介
Earned Jul 8, 2024 EDT
Preparing for your Professional Data Engineer Journey
Earned Jun 19, 2024 EDT
了解自己的 Google Cloud 成本
Earned Aug 11, 2023 EDT
Trifacta Dataprep on Google Cloud Game Day
Earned Jan 22, 2021 EST
[DEPRECATED] DEPRECATE Build and Manage APIs with Apigee
Earned Sep 15, 2020 EDT
Google Cloud Next OnAir ‘20 - Cloud Hero Game: Week 8
Earned Sep 7, 2020 EDT
Google Cloud Next OnAir ‘20 - Cloud Hero Game: Week 7
Earned Sep 3, 2020 EDT
Dog Day Speedrun
Earned Aug 27, 2020 EDT
Google Cloud Run Serverless Workshop
Earned Aug 26, 2020 EDT
Report due ASAP: Data Analytics Speedrun
Earned Aug 24, 2020 EDT
Google Cloud Next OnAir ‘20 - Cloud Hero Game: Week 6
Earned Aug 23, 2020 EDT
利用 BigQuery ML 构建预测模型时的数据工程处理
Earned Aug 23, 2020 EDT
[DEPRECATED] Data Engineering
Earned Aug 23, 2020 EDT
Datastax on Google Cloud Speedrun
Earned Aug 20, 2020 EDT
Google Cloud Next OnAir ‘20 - Cloud Hero Game: Week 5
Earned Aug 15, 2020 EDT
从 BigQuery 数据中挖掘数据洞见
Earned Aug 15, 2020 EDT
Google Cloud Next OnAir ‘20 - Cloud Hero Game: Week 4
Earned Aug 13, 2020 EDT
Speedrun with Siblings
Earned Aug 13, 2020 EDT
[DEPRECATED] Network Security by Palo Alto Networks
Earned Aug 10, 2020 EDT
构建安全的 Google Cloud 网络
Earned Aug 10, 2020 EDT
Automate Deployment and Manage Traffic on a Google Cloud Network
Earned Aug 10, 2020 EDT
Google Cloud Next OnAir ‘20 - Cloud Hero Game: Week 3
Earned Aug 10, 2020 EDT
设置 Google Cloud 网络
Earned Aug 2, 2020 EDT
Google Cloud Next OnAir ‘20 - Cloud Hero Game: Week 1
Earned Jul 21, 2020 EDT
开发 Google Cloud 网络
Earned Jul 7, 2020 EDT
在 Google Cloud 中使用 Kubernetes
Earned Jul 4, 2020 EDT
在 Google Cloud 上设置应用开发环境
Earned Jul 4, 2020 EDT
为 Compute Engine 实现云负载均衡
Earned Jul 1, 2020 EDT
云工程
Earned Jun 22, 2020 EDT
Secure your Cloud
Earned Jun 6, 2020 EDT
面向机器学习的 BigQuery
Earned May 19, 2020 EDT
Cinco de Mayo Speedrun
Earned May 7, 2020 EDT
Google Developer Essentials
Earned Apr 26, 2020 EDT
基准：基础架构
Earned Apr 26, 2020 EDT
Earth Day Speedrun
Earned Apr 25, 2020 EDT
Cloud Hero: Core Infrastructure
Earned Mar 26, 2020 EDT
OK Google: 15 Day Challenge Speedrun
Earned Mar 24, 2020 EDT
Cloud Hero: WFH Speedrun
Earned Mar 21, 2020 EDT
Google Cloud 基础知识
Earned Mar 17, 2020 EDT
Cloud Development
Earned Mar 15, 2020 EDT
[DEPRECATED] OK Google: Build Interactive Apps with Google Assistant
Earned Mar 14, 2020 EDT
Carnival Speedrun
Earned Mar 3, 2020 EST
Cloud Hero Speedrun: Leap Day
Earned Mar 1, 2020 EST
Valentine's Speedrun
Earned Feb 15, 2020 EST
“生成式 AI 应用：改变工作方式”是 Generative AI Leader 学习路线的第四门课程。本课程介绍 Google 的生成式 AI 应用，例如 Gemini for Workspace 和 NotebookLM。它将引导您逐一了解接地、检索增强生成、构建有效提示和构建自动化工作流等概念。
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“生成式 AI: 全面了解生成式 AI”是 Generative AI Leader 学习路线中的第三门课程。生成式 AI 正在改变我们的工作方式,以及我们与周围世界的互动方式。作为领导者,应该如何利用生成式 AI 来推动实现实际的业务成果?在本课程中,您将探索构建生成式 AI 解决方案的不同层级、Google Cloud 的产品,以及选择解决方案时需要考虑的因素。
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“生成式 AI: 剖析基本概念”是 Generative AI Leader 学习路线中的第二门课程。在本课程中,您将了解生成式 AI 的基本概念。您要探索 AI、机器学习和生成式 AI 之间的区别,了解各种数据类型如何赋能生成式 AI,从而应对各种业务挑战。您还将深入了解 Google Cloud 应对基础模型局限性的策略,以及负责任和安全的 AI 开发与部署面临着哪些关键挑战。
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“生成式 AI：不只是聊天机器人”是 Generative AI Leader 学习路线中的第一门课程。学习本课程没有知识门槛。本课程旨在帮助您超越对聊天机器人的基本认知,探索生成式 AI技术为您的组织带来的真正潜力。您将探索基础模型和提示工程等概念,这些知识对利用生成式 AI 的强大功能至关重要。本课程还将说明,为组织制定成功的生成式 AI 策略时,需要考虑哪些重要因素。
本课程向您介绍扩散模型。这类机器学习模型最近在图像生成领域展现出了巨大潜力。扩散模型的灵感来源于物理学，特别是热力学。过去几年内，扩散模型成为热门研究主题并在整个行业开始流行。Google Cloud 上许多先进的图像生成模型和工具都是以扩散模型为基础构建的。本课程向您介绍扩散模型背后的理论，以及如何在 Vertex AI 上训练和部署此类模型。
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完成在 Google Cloud 上使用 Terraform 构建基础设施技能徽章中级课程， 展示您在以下方面的技能：在使用 Terraform 时遵循基础设施即代码 (IaC) 原则；利用 Terraform 配置 来预配和管理 Google Cloud 资源；管理有效状态（本地和远程）；以及将 Terraform 代码模块化，以方便重复使用和整理。
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完成中级技能徽章课程“优化 Google Kubernetes Engine 的费用”， 展示您在以下方面的技能：创建和管理多租户集群、按命名空间监控资源使用情况、 配置集群和 Pod 自动扩缩以提高效率、设置负载均衡以实现最佳资源分布， 以及实现活跃性与就绪性探测以确保应用正常运行并具有成本效益。
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Cloud roles are evolving fast—and staying future-ready means knowing more than just code. According to industry reports, over 70% of cloud professionals now work across app development, data engineering, and network management. This challenge is designed to equip you with skills across all three. You'll build dynamic apps with Flutter and Node.js, work with modern data tools like Firestore, LookML, and Cloud SQL, and strengthen your networking fundamentals with Cloud NAT, HA-VPN, and Private Google Access. There’s even a hands-on intro to machine learning with TensorFlow. These are the skills that don’t just meet today’s demands—they prepare you for what’s next!
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这是一套自助式速成课程，向学员介绍 Google Cloud 提供的灵活全面的基础架构和平台服务。学员将通过一系列视频讲座、演示和实操实验，探索和部署各种解决方案元素，包括安全互连网络、负载均衡、自动扩缩、基础架构自动化和代管式服务。
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这门自助式速成课程向学员介绍 Google Cloud 提供的灵活全面的基础架构和平台服务，着重介绍了 Compute Engine。学员将通过一系列视频讲座、演示和动手实验，探索和部署各种解决方案元素，包括网络、系统和应用服务等基础架构组件。本课程的内容还包括如何部署实用的解决方案，包括客户提供的加密密钥、安全和访问权限管理、配额和结算，以及资源监控。
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这门自助式速成课程向学员介绍 Google Cloud 提供的灵活全面的基础架构和平台服务，其中着重介绍了 Compute Engine。学员将通过一系列视频讲座、演示和动手实验，探索和部署各种解决方案元素，包括网络、虚拟机和应用服务等基础架构组件。您将学习如何通过控制台和 Cloud Shell 使用 Google Cloud。您还将了解云架构师角色、基础架构设计方法以及虚拟网络配置和虚拟私有云 (VPC)、项目、网络、子网、IP 地址、路由及防火墙规则。
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“Google Cloud 基础知识：核心基础设施”介绍在使用 Google Cloud 时会遇到的重要概念和术语。本课程通过视频和实操实验来介绍并比较 Google Cloud 的多种计算和存储服务，并提供重要的资源和政策管理工具。
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本课程专为各个级别的开发者打造，您将学到 Gemini Code Assist 的核心特性和功能。Gemini Code Assist 依托 AI 技术，可协助您在 Google Cloud 上进行应用开发。从智能代码建议、自动补全、实时错误检测到重构辅助，您将发现 Gemini Code Assist 如何显著提升开发效率和代码质量，帮助您节省宝贵时间，专注于更具价值和趣味性的任务。
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Welcome to Data Governance, where we discuss how to implement data governance on Google Cloud.
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Welcome to Cloud Composer, where we discuss how to orchestrate data lake workflows with Cloud Composer.
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本课程介绍 Google Cloud 的 AI 和机器学习 (ML) 能力，重点讲解如何开发生成式和预测式 AI 项目。本课程将探讨“数据到 AI”全生命周期中的多种技术、产品和工具，并通过互动练习帮助数据科学家、AI 开发者和机器学习工程师提升专业能力。
在本课程中，您将了解 Gemini（Google Cloud 的生成式 AI 赋能的协作工具）如何帮助分析客户数据并预测产品销售情况。此外，您还将了解如何在 BigQuery 中使用客户数据来识别、开发新客户并对其进行分类。通过动手实验，您将体验 Gemini 如何改进数据分析和机器学习工作流。
Duet AI 已更名为 Gemini，这是我们的新一代模型。
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While the traditional approaches of using data lakes and data warehouses can be effective, they have shortcomings, particularly in large enterprise environments. This course introduces the concept of a data lakehouse and the Google Cloud products used to create one. A lakehouse architecture uses open-standard data sources and combines the best features of data lakes and data warehouses, which addresses many of their shortcomings.
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在本课程中，您将了解 Google Cloud 中依托生成式 AI 技术的协作工具 Gemini 如何帮助开发者构建应用。您将学习如何向 Gemini 输入提示，让其为您解释代码、推荐 Google Cloud 服务并为您的应用生成代码。您将通过实操实验体验 Gemini 对应用开发工作流的改进作用。
Duet AI 已更名为 Gemini，这是我们的新一代模型。
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完成 在 Vertex AI 中设计提示入门技能徽章课程，展示以下方面的技能： Vertex AI 中的提示工程、图片分析和多模态生成式技术。探索如何编写有效的提示，指导生成式 AI 输出， 以及将 Gemini 模型应用于真实的营销场景。
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随着企业对人工智能和机器学习的应用越来越广泛，以负责任的方式构建这些技术也变得更加重要。但对很多企业而言，真正践行 Responsible AI 并非易事。如果您有意了解如何在组织内践行 Responsible AI，本课程正适合您。
本课程将介绍 Google Cloud 目前如何践行 Responsible AI，以及从中总结的最佳实践和经验教训，便于您以此为框架构建自己的 Responsible AI 方法。
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这是一节入门级微课程，旨在解释什么是负责任的 AI、它的重要性，以及 Google 如何在自己的产品中实现负责任的 AI。此外，本课程还介绍了 Google 的 7 个 AI 开发原则。
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这是一节入门级微学习课程，探讨什么是大型语言模型 (LLM)、适合的应用场景以及如何使用提示调整来提升 LLM 性能，还介绍了可以帮助您开发自己的 Gen AI 应用的各种 Google 工具。
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这是一节入门级微课程，旨在解释什么是生成式 AI、它的用途以及与传统机器学习方法的区别。该课程还介绍了可以帮助您开发自己的生成式 AI 应用的各种 Google 工具。
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This course helps learners create a study plan for the PDE (Professional Data Engineer) certification exam. Learners explore the breadth and scope of the domains covered in the exam. Learners assess their exam readiness and create their individual study plan.
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本课程最适合担任技术或财务职务 且负责管理 Google Cloud 费用的人员。您将学习如何设置 结算账号、组织资源以及管理结算访问权限。 在实操实验中，您将学习如何查看账单、使用结算报告跟踪 Google Cloud 成本、使用 BigQuery 或 Google 表格分析结算数据， 以及使用 Looker Studio 创建自定义结算信息中心。视频中提及的链接 可以在此其他资源文档中查看。
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Cloud Dataprep by Trifacta is an intelligent data service for visually exploring, cleaning, and preparing structured and unstructured data for analysis. In today's game, get hands-on experience with the Cloud Dataprep UI. Learn how to create a data transformation pipeline, automate the data pipeline and much more with Cloud Dataprep and BigQuery
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Apigee Edge is Google Cloud's full lifecycle API management platform,
that helps enterprises with various aspects of exposure, consumption, productization,
and monetization of their APIs. As enterprises build connected experiences, or plan
to modernize their existing backed apps, APIs and API Management plays a crucial
role. In this Quest you will explore more advanced API Management use cases
for application modernization and practice using the Apigee Edge platform. If you
don't have hands-on experience with Apigee, it is recommended that you go through
the labs in
Apigee Basic before starting this Quest. Complete this quest, including the challenge lab at the end, to receive an exclusive Google Cloud digital badge.
The challenge lab requires solutions to be built with minimal guidance and will put your knowledge to the test!
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Practice your skills in our weekly hands-on game. In this competitive challenge, you will find a curated collection of relevant labs for Next OnAir. Play with other attendees to see yourself on the leaderboard, earn a digital badge, and win prizes! Please see the official rules before participating; by entering the Contest, you agree to the Official Rules (“Rules”) available below and that these Rules apply to you.
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Practice your skills in our weekly hands-on game. In this competitive challenge, you will find a curated collection of relevant labs for Next OnAir. Play with other attendees to see yourself on the leaderboard, earn a digital badge, and win prizes! Please see the official rules before participating; by entering the Contest, you agree to the Official Rules (“Rules”) available below and that these Rules apply to you.
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Need a pick-me-up? There's a lab for that! And this time, we mean the canine type. Join today's game for labs (both the GCP training kind and the canines) and general appreciation for all the good boys and girls on International Dog Day. Rated 14/10, would boop that pup's nose.
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Twelve years ago Lily started the Pet Theory chain of veterinary clinics, and has been expanding rapidly. Now, Pet Theory is experiencing some growing pains: their appointment scheduling system is not able to handle the increased load, customers aren't receiving lab results reliably through email and text, and veteranerians are spending more time with insurance companies than with their patients. Lily wants to build a cloud-based system that scales better than the legacy solution and doesn't require lots of ongoing maintenance. The team has decided to go with serverless technology. For the labs in the Google Cloud Run Serverless Quest, you will read through a fictitious business scenario in each lab and assist the characters in implementing a serverless solution. Looking for a hands on challenge lab to demonstrate your skills and validate your knowledge? On completing this quest, enroll in and finish the additional challenge lab at the end of this quest to receive an exclusive Google…
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Have you ever been asked for a report, then been told "I need it ASAP"? Us too! In today's game, learn how to create and troubleshoot reports with a variety of GCP data tools. Next time your boss asks for some quick numbers, you'll be prepared. Plus by playing the game, you'll get a jump on the new skill badge. Either way, you win!
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Practice your skills in our weekly hands-on game. In this competitive challenge, you will find a curated collection of relevant labs for Next OnAir. Play with other attendees to see yourself on the leaderboard, earn a digital badge, and win prizes! Please see the official rules before participating; by entering the Contest, you agree to the Official Rules (“Rules”) available below and that these Rules apply to you.
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完成中级技能徽章课程利用 BigQuery ML 构建预测模型时的数据工程处理， 展示自己在以下方面的技能：利用 Dataprep by Trifacta 构建 BigQuery 数据转换流水线； 利用 Cloud Storage、Dataflow 和 BigQuery 构建提取、转换和加载 (ETL) 工作流； 以及利用 BigQuery ML 构建机器学习模型。
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This advanced-level quest is unique amongst the other catalog offerings. The labs have been curated to give IT professionals hands-on practice with topics and services that appear in the Google Cloud Certified Professional Data Engineer Certification. From Big Query, to Dataprep, to Cloud Composer, this quest is composed of specific labs that will put your Google Cloud data engineering knowledge to the test. Be aware that while practice with these labs will increase your skills and abilities, you will need other preparation, too. The exam is quite challenging and external studying, experience, and/or background in cloud data engineering is recommended. Looking for a hands on challenge lab to demonstrate your skills and validate your knowledge? On completing this quest, enroll in and finish the additional challenge lab at the end of the Engineer Data in the Google Cloud to receive an exclusive Google Cloud digital badge.
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Practice your skills in this hands-on game. In this competitive challenge, you will find a set of relevant labs for Datastax on Google Cloud. Play with other attendees to see yourself on the leaderboard, earn a digital badge, and win prizes!
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Practice your skills in our weekly hands-on game. In this competitive challenge, you will find a curated collection of relevant labs for Next OnAir. Play with other attendees to see yourself on the leaderboard, earn a digital badge, and win prizes! Please see the official rules before participating; by entering the Contest, you agree to the Official Rules (“Rules”) available below and that these Rules apply to you.
Practice your skills in our weekly hands-on game. In this competitive challenge, you will find a curated collection of relevant labs for Next OnAir. Play with other attendees to see yourself on the leaderboard, earn a digital badge, and win prizes! Please see the official rules before participating; by entering the Contest, you agree to the Official Rules (“Rules”) available below and that these Rules apply to you.
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Happy Siblings Day!! It's time to kindle your sibling rivalry and participate in today's Speedrun with Siblings. Challenge your siblings with some fun labs which will help in earning a Google Skill Badge!! All the best! May the best sibling win!.
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The move to Google® Cloud public cloud services is underway, and requirements for cloud security are real. Palo Alto Networks® offers innovative and comprehensive protection as you adopt public cloud services. The Palo Alto Networks solutions complement the native Google Cloud security toolset, including network, host and cloud-native security delivered through APIs for comprehensive protection. In this Quest, you will get hands-on practice with the Palo Alto Networks virtual next-generation firewall running in Google Cloud. You will gain practical experience that you can apply to improve visibility and security for your applications and workloads.
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完成构建安全的 Google Cloud 网络课程，赢取技能徽章。在此课程中，您将了解与网络有关的众多 资源，以便在 Google Cloud 上构建、扩缩和保护自己的应用。
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Networking is a principle theme of cloud computing. It’s the underlying structure of Google Cloud, and it’s what connects all your resources and services to one another. This course will cover essential Google Cloud networking services and will give you hands-on practice with specialized tools for developing mature networks. From learning the ins-and-outs of VPCs, to creating enterprise-grade load balancers, Automate Deployment and Manage Traffic on a Google Cloud Network will give you the practical experience needed so you can start building robust networks right away.
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Practice your skills in our weekly hands-on game. In this competitive challenge, you will find a curated collection of relevant labs for Next OnAir. Play with other attendees to see yourself on the leaderboard, earn a digital badge, and win prizes! Please see the official rules before participating; by entering the Contest, you agree to the Official Rules (“Rules”) available below and that these Rules apply to you.
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完成设置 Google Cloud 网络课程，赢取技能徽章， 您将了解如何在 Google Cloud Platform 上执行基本的网络组建和管理任务 - 创建自定义网络、添加子网防火墙规则，然后创建虚拟机并测试 虚拟机之间相互通信时的延迟时间。
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Practice your skills in our weekly hands-on game. In this competitive challenge, you will find a curated collection of relevant labs for Next OnAir. Play with other attendees to see yourself on the leaderboard, earn a digital badge, and win prizes!
在众多课程中，本入门课程独具特色。 这些实验经过精心设计，旨在让 IT 专业人员通过实践掌握 Google Cloud 认证 Associate Cloud Engineer 考核中的各项主题和服务内容。从 IAM 到网络组建和管理， 再到 Kubernetes Engine 部署，本课程将通过特定实验 检验您的 Google Cloud 知识掌握情况。请注意，虽然这些实操 实验有助于提升您的技能和能力，我们仍建议您同时查阅 考试指南和其他可用的备考资源。
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The move to public cloud services is underway, and requirements for cloud security are real. In today's game, get hands-on experience with the GCP security toolset. Learn to manage user access at scale, score your environment's security, and more. Bonus, three of these labs get you closer to earning the Security & Identity quest badge.
Welcome Gamers! It's Cinco de Mayo. Celebrate with us by playing today's game. Good news if you're interested in Machine Learning - these labs give you a variety of ML scenarios, with more to come for the rest of May. Challenge yourself to complete each task as quickly and accurately as possible to score points! Good Luck, buena suerte!
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This introductory-level quest shows application developers how the Google Cloud ecosystem could help them build secure, scalable, and intelligent cloud native applications. You learn how to develop and scale applications without setting up infrastructure, run data analytics, gain insights from data, and develop with pre-trained ML APIs to leverage machine learning even if you are not a Machine Learning expert. You will also experience seamless integration between various Google services and APIs to create intelligent apps.
22nd April is celebrated as the earth day worldwide. Perform some interesting labs and celebrate this Earth day with the Earth Day Speedrun. Earn the most points by completing the steps in the lab.... and get bonus points for speed! Be sure to click "End" when you're done with each lab to get the maximum points. All players will be awarded the game badge.
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Cloud Hero is played around the world, in person and online. Today, you have the opportunity to become one of the Cloud Heroes! Today's game is all about Core Infrastructure. You will compete to see who can finish the game with the most points. Speed is important, and so is accuracy! Earn the most points by completing the steps in the lab.... and get bonus points for speed! Be sure to click "End" when you're done with each lab to get the maximum points. All players will be awarded the game badge.
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Welcome Gamers, Congratulations on completing the 15 Day Challenge. Now is game time. Here's a fun opportunity for you to get yourself familiarized with the G-Suite. Earn the most points by completing the steps in the lab....and get bonus points for speed! Be sure to click "End" when you're done with each lab to get the maximum points. Challenge yourself to complete each task as quickly and accurately as possible to score points and earn badges!
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Welcome Gamers! Take some time for yourself and challenge your brain to learn something new. Here is a WFH special game to learn something new or brush up your Google Cloud skills. You will compete to see who can finish the game with the most points. Speed is important, and so is accuracy! Start taking the game labs to score points. Earn the most points by completing the steps in the lab.... and get bonus points for speed! Be sure to click "End" when you're done with the lab to get the maximum points. You can take each lab up to 5 times.
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在本入门级课程中，您将了解 Google Cloud 的基础工具和服务。此课程提供了可选视频， 旨在帮助您深入了解和回顾实验中涉及的概念。Google Cloud 基础知识是推荐给 Google Cloud 学员的第一门课程 - 即使您几乎没有云相关知识，也能从中获得实践 经验，并将其直接运用于您的首个 Google Cloud 项目。从编写 Cloud Shell 命令和部署您的第一个虚拟机，到在 Kubernetes Engine 上运行应用 或者使用负载均衡，“Google Cloud 基础知识”都是您了解该平台 基本功能的首选入门级课程。
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The hands-on labs in this Quest are structured to give experienced app developers hands-on practice with the state-of-the-art developing applications in Google Cloud. The topics align with the Google Cloud Certified Professional Cloud Developer Certification. These labs follow the sequence of activities needed to create and deploy an app in Google Cloud from beginning to end. Be aware that while practice with these labs will increase your skills and abilities, it is recommended that you also review the exam guide and other available preparation resources.
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With Google Assistant part of over a billion consumer devices, this quest teaches you how to build practical Google Assistant applications integrated with Google Cloud services via APIs. Example apps will use the Dialogflow conversational suite and the Actions and Cloud Functions frameworks. You will build 5 different applications that explore useful and fun tools you can extend on your own. No hardware required! These labs use the cloud-based Google Assistant simulator environment for developing and testing, but if you do have your own device, such as a Google Home or a Google Hub, additional instructions are provided on how to deploy your apps to your own hardware.
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The carnival is not yet over! Enjoy an extended carnival with this speedrun and get hands on training on Kubernetes. Earn the most points by completing the steps in the lab.... and get bonus points for speed! Be sure to click "End" when you're done with each lab to get the maximum points. All players will be awarded the game badge.
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Welcome Gamers!
Are you a developer? Get hands-on practice with the state-of-the-art tools for developing applications in Google Cloud. The skills you learn align with the Professional Cloud Developer Certification exam. You will work with two different languages, Java and Python, and get 4 labs closer to earning the Cloud Development badge. Complete the game labs one by one to score points. Earn the most points by completing the steps in the lab.... and get bonus points for speed! Be sure to click "End" when you're done with each lab to get the maximum points. Ready to play?
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Come! Fall in love with some interesting cloud services this Valentine's day. Have fun with interesting labs and get to learn something new! Challenge yourself to complete each task as quickly and accurately as possible to score points and earn badges!
生成式 AI 应用：改变工作方式
Earned Nov 23, 2025 EST
生成式 AI: 全面了解生成式 AI
Earned Nov 17, 2025 EST
生成式 AI：剖析基本概念
Earned Nov 10, 2025 EST
生成式 AI：不只是聊天机器人
Earned Nov 3, 2025 EST
Transformer 模型和 BERT 模型
Earned Sep 28, 2025 EDT
编码器-解码器架构
Earned Sep 27, 2025 EDT
注意力机制
Earned Sep 20, 2025 EDT
图像生成简介
Earned Sep 19, 2025 EDT
在 Google Cloud 上使用 Terraform 构建基础设施
Earned Aug 21, 2025 EDT
优化 Google Kubernetes Engine 的费用
Earned Aug 19, 2025 EDT
Future Ready Skills
Earned Aug 17, 2025 EDT
Google Cloud 弹性基础设施：扩缩和自动化
Earned Aug 15, 2025 EDT
Google Cloud 重要基础设施：核心服务
Earned Aug 9, 2025 EDT
Google Cloud 重要基础设施：基础
Earned Aug 3, 2025 EDT
Google Cloud 基础知识：核心基础设施
Earned Aug 2, 2025 EDT
借助 Gemini Code Assist 简化应用开发
Earned Jul 22, 2025 EDT
Data Lake Modernization on Google Cloud: Data Governance
Earned Nov 18, 2024 EST
Data Lake Modernization on Google Cloud: Cloud Composer
Earned Nov 18, 2024 EST
Google Cloud 上的 AI 和机器学习简介
Earned Nov 16, 2024 EST
为 Looker 信息中心和报告准备数据
Earned Nov 15, 2024 EST
Google Cloud 数据工程简介
Earned Nov 7, 2024 EST
使用 BigQuery 机器学习推理功能
Earned Oct 27, 2024 EDT
面向数据科学家和分析师的 Gemini
Earned Oct 27, 2024 EDT
Build Data Lakes and Data Warehouses on Google Cloud
Earned Jul 24, 2024 EDT
适用于应用开发者的 Gemini
Earned Jul 22, 2024 EDT
在 Vertex AI 中设计提示
Earned Jul 13, 2024 EDT
Responsible AI: 和 Google Cloud 一起践行 AI 原则
Earned Jul 13, 2024 EDT
负责任的 AI 简介
Earned Jul 11, 2024 EDT
大型语言模型简介
Earned Jul 9, 2024 EDT
生成式 AI 简介
Earned Jul 8, 2024 EDT
Preparing for your Professional Data Engineer Journey
Earned Jun 19, 2024 EDT
了解自己的 Google Cloud 成本
Earned Aug 11, 2023 EDT
Trifacta Dataprep on Google Cloud Game Day
Earned Jan 22, 2021 EST
[DEPRECATED] DEPRECATE Build and Manage APIs with Apigee
Earned Sep 15, 2020 EDT
Google Cloud Next OnAir ‘20 - Cloud Hero Game: Week 8
Earned Sep 7, 2020 EDT
Google Cloud Next OnAir ‘20 - Cloud Hero Game: Week 7
Earned Sep 3, 2020 EDT
Dog Day Speedrun
Earned Aug 27, 2020 EDT
Google Cloud Run Serverless Workshop
Earned Aug 26, 2020 EDT
Report due ASAP: Data Analytics Speedrun
Earned Aug 24, 2020 EDT
Google Cloud Next OnAir ‘20 - Cloud Hero Game: Week 6
Earned Aug 23, 2020 EDT
利用 BigQuery ML 构建预测模型时的数据工程处理
Earned Aug 23, 2020 EDT
[DEPRECATED] Data Engineering
Earned Aug 23, 2020 EDT
Datastax on Google Cloud Speedrun
Earned Aug 20, 2020 EDT
Google Cloud Next OnAir ‘20 - Cloud Hero Game: Week 5
Earned Aug 15, 2020 EDT
从 BigQuery 数据中挖掘数据洞见
Earned Aug 15, 2020 EDT
Google Cloud Next OnAir ‘20 - Cloud Hero Game: Week 4
Earned Aug 13, 2020 EDT
Speedrun with Siblings
Earned Aug 13, 2020 EDT
[DEPRECATED] Network Security by Palo Alto Networks
Earned Aug 10, 2020 EDT
构建安全的 Google Cloud 网络
Earned Aug 10, 2020 EDT
Automate Deployment and Manage Traffic on a Google Cloud Network
Earned Aug 10, 2020 EDT
Google Cloud Next OnAir ‘20 - Cloud Hero Game: Week 3
Earned Aug 10, 2020 EDT
设置 Google Cloud 网络
Earned Aug 2, 2020 EDT
Google Cloud Next OnAir ‘20 - Cloud Hero Game: Week 1
Earned Jul 21, 2020 EDT
开发 Google Cloud 网络
Earned Jul 7, 2020 EDT
在 Google Cloud 中使用 Kubernetes
Earned Jul 4, 2020 EDT
在 Google Cloud 上设置应用开发环境
Earned Jul 4, 2020 EDT
为 Compute Engine 实现云负载均衡
Earned Jul 1, 2020 EDT
云工程
Earned Jun 22, 2020 EDT
Secure your Cloud
Earned Jun 6, 2020 EDT
面向机器学习的 BigQuery
Earned May 19, 2020 EDT
Cinco de Mayo Speedrun
Earned May 7, 2020 EDT
Google Developer Essentials
Earned Apr 26, 2020 EDT
基准：基础架构
Earned Apr 26, 2020 EDT
Earth Day Speedrun
Earned Apr 25, 2020 EDT
Cloud Hero: Core Infrastructure
Earned Mar 26, 2020 EDT
OK Google: 15 Day Challenge Speedrun
Earned Mar 24, 2020 EDT
Cloud Hero: WFH Speedrun
Earned Mar 21, 2020 EDT
Google Cloud 基础知识
Earned Mar 17, 2020 EDT
Cloud Development
Earned Mar 15, 2020 EDT
[DEPRECATED] OK Google: Build Interactive Apps with Google Assistant
Earned Mar 14, 2020 EDT
Carnival Speedrun
Earned Mar 3, 2020 EST
Cloud Hero Speedrun: Leap Day
Earned Mar 1, 2020 EST
Valentine's Speedrun
Earned Feb 15, 2020 EST