In this intermediate course, you will learn to design, build, and optimize robust batch data pipelines on Google Cloud. Moving beyond fundamental data handling, you will explore large-scale data transformations and efficient workflow orchestration, essential for timely business intelligence and critical reporting.
Get hands-on practice using Dataflow for Apache Beam and Serverless for Apache Spark (Dataproc Serverless) for implementation, and tackle crucial considerations for data quality, monitoring, and alerting to ensure pipeline reliability and operational excellence. A basic knowledge of data warehousing, ETL/ELT, SQL, Python, and Google Cloud concepts is recommended.
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完成入门技能徽章课程使用 Dataplex 构建数据网格，展示以下方面的技能：使用 Dataplex 构建数据网格， 以在 Google Cloud 上实现数据安全、治理和发现。您将在 Dataplex 中练习和测试自己在标记资产、分配 IAM 角色和评估数据质量方面的技能。
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完成入门级技能徽章课程在 Google Cloud 上为机器学习 API 准备数据，展示以下技能： 使用 Dataprep by Trifacta 清理数据、在 Dataflow 中运行数据流水线、在 Dataproc 中创建集群和运行 Apache Spark 作业，以及调用机器学习 API，包括 Cloud Natural Language API、Google Cloud Speech-to-Text API 和 Video Intelligence API。
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This course is part 1 of a 3-course series on Serverless Data Processing with Dataflow. In this first course, we start with a refresher of what Apache Beam is and its relationship with Dataflow. Next, we talk about the Apache Beam vision and the benefits of the Beam Portability framework. The Beam Portability framework achieves the vision that a developer can use their favorite programming language with their preferred execution backend. We then show you how Dataflow allows you to separate compute and storage while saving money, and how identity, access, and management tools interact with your Dataflow pipelines. Lastly, we look at how to implement the right security model for your use case on Dataflow.
Master Google Cloud skills through hands-on labs and friendly competition! Cloud Hero challenges you to conquer a series of Cloud Skills Boost labs, putting your newfound knowledge to practice. Earn points for completing labs accurately, and rack up bonus points for speed. The leaderboard lets you see how you stack up against your peers – can you rise to the top? Remember to click "End" after finishing each lab to claim your well-deserved points.
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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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完成在 Google Cloud 上实施云安全基础措施技能徽章中级课程， 展示自己在以下方面的技能：使用 Identity and Access Management (IAM) 创建和分配角色； 创建和管理服务账号；跨虚拟私有云 (VPC) 网络实现专用连接； 使用 Identity-Aware Proxy 限制应用访问权限； 使用 Cloud Key Management Service (KMS) 管理密钥和加密数据；创建专用 Kubernetes 集群。
Build Batch Data Pipelines on Google Cloud
Earned Dec 8, 2025 EST
使用 Dataplex 构建数据网格
Earned Nov 30, 2025 EST
在 Google Cloud 上为机器学习 API 准备数据
Earned Nov 23, 2025 EST
Serverless Data Processing with Dataflow: Foundations
Earned Nov 17, 2025 EST
BigQuery 流式数据分析
Earned Nov 17, 2025 EST
从 BigQuery 数据中挖掘数据洞见
Earned Nov 15, 2025 EST
使用 BigQuery 构建数据仓库
Earned Nov 14, 2025 EST
Google Agentspace
Earned Sep 8, 2025 EDT
在 Google Cloud 上使用 Terraform 构建基础设施
Earned Apr 27, 2025 EDT
在 Google Cloud 上实施云安全基础措施
Earned Apr 25, 2025 EDT
开发 Google Cloud 网络
Earned Apr 25, 2025 EDT
Google Cloud 重要基础设施：基础
Earned Apr 21, 2025 EDT
构建安全的 Google Cloud 网络
Earned Apr 13, 2025 EDT
在 Google Cloud 上设置应用开发环境
Earned Apr 6, 2025 EDT
Google Cloud 基础知识：核心基础设施
Earned Apr 1, 2025 EDT
为 Compute Engine 实现云负载均衡
Earned Apr 1, 2025 EDT