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Apply your skills in Google Cloud console

Lucas Coster

成为会员时间：2025

透過 Apigee X 開發及保護 API Earned Feb 4, 2026 EST
Analyzing and Visualizing Data in Looker Earned Dec 15, 2025 EST
在 BigQuery 執行預測資料分析 Earned Nov 20, 2025 EST
Scaling with Google Cloud Operations Earned Nov 19, 2025 EST
Modernize Infrastructure and Applications with Google Cloud Earned Nov 18, 2025 EST
Innovating with Google Cloud Artificial Intelligence Earned Nov 18, 2025 EST
Exploring Data Transformation with Google Cloud Earned Nov 18, 2025 EST
Digital Transformation with Google Cloud Earned Nov 18, 2025 EST
使用 BigQuery 進行機器學習 Earned Nov 17, 2025 EST
Trust and Security with Google Cloud Earned Nov 14, 2025 EST
運用 Cloud Run 開發無伺服器應用程式 Earned Nov 11, 2025 EST
在 Google Cloud 部署 Kubernetes 應用程式 Earned Nov 10, 2025 EST
運用 Gemini CLI 加速開發應用程式 Earned Nov 10, 2025 EST
在 Google Cloud 整合應用程式與 Gemini 1.0 Pro Earned Nov 5, 2025 EST
Developing Applications with Cloud Run on Google Cloud: Fundamentals Earned Nov 5, 2025 EST
Developing Containerized Applications on Google Cloud Earned Nov 4, 2025 EST
運用 Gemini Code Assist 簡化應用程式開發作業 Earned Nov 3, 2025 EST
Developing Applications with Cloud Run Functions on Google Cloud Earned Nov 3, 2025 EST
Service Orchestration and Choreography on Google Cloud Earned Oct 31, 2025 EDT
Developing Applications with Google Cloud: Foundations Earned Oct 30, 2025 EDT
Google Cloud 基礎知識：核心基礎架構 Earned Oct 23, 2025 EDT

完成「透過 Apigee X 開發及保護 API」技能徽章課程，即可獲得技能徽章。您將學會如何翻新 API； 使用服務帳戶和 Google 驗證，從 Apigee API Proxy 安全存取後端服務； 運用 API 產品和開發人員入口網站將 API 產品化； 使用 API 金鑰、OAuth、私有變數和錯誤處理等功能保護 API； 整合 Apigee 與 Google Cloud 服務 (例如 Pub/Sub 和 Cloud Logging)； 呼叫 Google Cloud API，例如 Natural Language API 和 Geocoding API。

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In this course, you learn how to do the kind of data exploration and analysis in Looker that would formerly be done primarily by SQL developers or analysts. Upon completion of this course, you will be able to leverage Looker's modern analytics platform to find and explore relevant content in your organization’s Looker instance, ask questions of your data, create new metrics as needed, and build and share visualizations and dashboards to facilitate data-driven decision making.

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完成在 BigQuery 執行預測資料分析技能徽章中階課程， 即可證明您具備下列技能：可匯入 CSV 和 JSON 檔案，在 BigQuery 建立資料集； 可運用 BigQuery 的強大功能與複雜的 SQL 分析概念，包括使用 BigQuery ML 根據足球賽事資料訓練出預期進球模型，評估世界盃進球的精彩程度。

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Organizations of all sizes are embracing the power and flexibility of the cloud to transform how they operate. However, managing and scaling cloud resources effectively can be a complex task. Scaling with Google Cloud Operations explores the fundamental concepts of modern operations, reliability, and resilience in the cloud, and how Google Cloud can help support these efforts. Part of the Cloud Digital Leader learning path, this course aims to help individuals grow in their role and build the future of their business.

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Many traditional enterprises use legacy systems and applications that can't stay up-to-date with modern customer expectations. Business leaders often have to choose between maintaining their aging IT systems or investing in new products and services. "Modernize Infrastructure and Applications with Google Cloud" explores these challenges and offers solutions to overcome them by using cloud technology. Part of the Cloud Digital Leader learning path, this course aims to help individuals grow in their role and build the future of their business.

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Artificial intelligence (AI) and machine learning (ML) represent an important evolution in information technologies that are quickly transforming a wide range of industries. “Innovating with Google Cloud Artificial Intelligence” explores how organizations can use AI and ML to transform their business processes. Part of the Cloud Digital Leader learning path, this course aims to help individuals grow in their role and build the future of their business.

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Cloud technology can bring great value to an organization, and combining the power of cloud technology with data has the potential to unlock even more value and create new customer experiences. “Exploring Data Transformation with Google Cloud” explores the value data can bring to an organization and ways Google Cloud can make data useful and accessible. Part of the Cloud Digital Leader learning path, this course aims to help individuals grow in their role and build the future of their business.

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There's much excitement about cloud technology and digital transformation, but often many unanswered questions. For example: What is cloud technology? What does digital transformation mean? How can cloud technology help your organization? Where do you even begin? If you've asked yourself any of these questions, you're in the right place. This course provides an overview of the types of opportunities and challenges that companies often encounter in their digital transformation journey. If you want to learn about cloud technology so you can excel in your role and help build the future of your business, then this introductory course on digital transformation is for you. This course is part of the Cloud Digital Leader learning path.

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不想花費大把時間，想在幾分鐘內只靠 SQL，就建立好機器學習模型嗎？透過 BigQuery ML，資料分析師可以運用現有的 SQL 工具和技巧，建立、訓練、評估模型， 並使用模型進行預測，降低機器學習的使用門檻。在 本系列的實驗室，您會測試不同類型的模型，瞭解 優良模型應具備的條件。

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As organizations move their data and applications to the cloud, they must address new security challenges. The Trust and Security with Google Cloud course explores the basics of cloud security, the value of Google Cloud's multilayered approach to infrastructure security, and how Google earns and maintains customer trust in the cloud. Part of the Cloud Digital Leader learning path, this course aims to help individuals grow in their role and build the future of their business.

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完成 運用 Cloud Run 開發無伺服器應用程式 技能徽章中階課程， 即可證明您具備下列技能：整合 Cloud Run 和 Cloud Storage 以管理資料、 使用 Cloud Run 和 Pub/Sub 架構可復原的非同步系統、 使用 Cloud Run 建構 REST API 閘道，以及在 Cloud Run 建構及部署服務。

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完成 在 Google Cloud 部署 Kubernetes 應用程式 技能徽章中階課程，即可證明您具備下列技能： 設定及建構 Docker 容器映像檔、建立及管理 Google Kubernetes Engine (GKE) 叢集、運用 kubectl 有效 管理叢集，以及運用強大的持續推送軟體更新做法來部署 Kubernetes 應用程式。

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這門課程適合應用程式開發人員和 DevOps 工程師，您將學會如何運用 Gemini CLI (終端機適用並採用 Gemini 技術的生成式 AI 代理)，以更聰明的方式處理工作。這門課程會說明 Gemini CLI 的安裝方式與設定、介紹用途和安全性最佳做法，並解釋指令、工具、MCP 伺服器和擴充功能。在實作練習，您會安裝及設定 Gemini CLI，藉此分析程式碼，還有建構及修改應用程式。

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這個簡短的課程會說明如何在 Google Cloud 整合應用程式與 Gemini 1.0 Pro 模型，讓您瞭解 Gemini API 及其生成式 AI 模型，並學習如何透過程式碼存取 Gemini 1.0 Pro 和 Gemini 1.0 Pro Vision 模型。另外，您會在應用程式中使用文字、圖片和影片提示，測試模型的功能。

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This course introduces the Cloud Run serverless platform for running applications. In this course, you learn about the fundamentals of Cloud Run, its resource model and the container lifecycle. You learn about service identities, how to control access to services, and how to develop and test your application locally before deploying it to Cloud Run. The course also teaches you how to integrate with other services on Google Cloud so you can build full-featured applications.

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In this course, you learn about containers and how to build, and package container images. The content in this course includes best practices for creating and securing containers, and provides an introduction to Cloud Run and Google Kubernetes Engine for application developers.

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本課程適合各程度的開發人員，主要介紹 Gemini Code Assist 的核心功能與特色。這項 Google Cloud AI 輔助協作工具是應用程式開發的好幫手，提供程式碼智慧建議、自動補全、即時偵錯和重構輔助等實用功能。您將瞭解 Gemini Code Assist 如何大幅提升工作效率和程式碼品質，並助您省下寶貴時間，專心處理較具效益且更有趣的工作。

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In this course, you learn about Cloud Run functions, Google's serverless, fully-managed functions as a service (FaaS) product that lets you implement single-purpose function code that reponds to HTTP requests and events from your cloud infrastructure.

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This course introduces you to event-based applications and teaches you how to use service orchestration and choreography to coordinate microservices. Using lectures and hands-on labs, you learn how to use Workflows, Eventarc, Cloud Tasks, and Cloud Scheduler to build microservices applications on Google Cloud.

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In this course, you learn the fundamentals of application development on Google Cloud. You learn best practices for cloud applications, and how to select compute and data options to match your application use cases. You're introduced to generative AI and how it's used to help build applications. You learn about authentication and authorization, application deployment, continuous integration and delivery, and monitoring and performance tuning for your applications running in Google Cloud. Using lectures and hands-on labs, you learn how to get started building and running applications on Google Cloud.

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「Google Cloud 基礎知識：核心基礎架構」介紹了在使用 Google Cloud 時會遇到的重要概念和術語。本課程會透過影片和實作實驗室，介紹並比較 Google Cloud 的多種運算和儲存服務，同時提供重要的資源和政策管理工具。

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