使用 BigQuery ML 為預測模型進行資料工程
Earned Aug 16, 2024 EDT
Google Cloud 運算的基本概念：Google Cloud 的網路與安全性
Earned Aug 16, 2024 EDT
管理 Google Cloud 中的 Kubernetes
Earned Aug 15, 2024 EDT
Scaling with Google Cloud Operations
Earned Aug 15, 2024 EDT
Level 3: Google Cloud Functions
Earned Aug 15, 2024 EDT
Google Cloud 的 AI 和機器學習服務簡介
Earned Aug 14, 2024 EDT
The Arcade Trivia August 2024 Week 2
Earned Aug 14, 2024 EDT
The Arcade Certification Zone August 2024
Earned Aug 13, 2024 EDT
Trust and Security with Google Cloud
Earned Aug 13, 2024 EDT
Modernize Infrastructure and Applications with Google Cloud
Earned Aug 13, 2024 EDT
Innovating with Google Cloud Artificial Intelligence
Earned Aug 13, 2024 EDT
Exploring Data Transformation with Google Cloud
Earned Aug 13, 2024 EDT
Digital Transformation with Google Cloud
Earned Aug 13, 2024 EDT
Google Security Operations - SOAR Developer
Earned Aug 13, 2024 EDT
Google Security Operations - Deep Dive
Earned Aug 13, 2024 EDT
Google Security Operations - Fundamentals
Earned Aug 13, 2024 EDT
Service Orchestration and Choreography on Google Cloud
Earned Aug 13, 2024 EDT
建立 Google Cloud 網路
Earned Aug 13, 2024 EDT
Level 2: Machine Learning and AI Skills
Earned Aug 12, 2024 EDT
Level 1: Application Development and Deployment
Earned Aug 11, 2024 EDT
Google Cloud 運算的基本概念：Cloud 運算基礎知識
Earned Aug 10, 2024 EDT
開始使用 Google Workspace 工具
Earned Aug 10, 2024 EDT
在 Google Cloud 實作 DevOps 工作流程
Earned Aug 9, 2024 EDT
在 Google Cloud 部署 Kubernetes 應用程式
Earned Aug 9, 2024 EDT
在 Google Cloud 儲存、處理與管理資料 - 指令列
Earned Aug 9, 2024 EDT
在 Google Cloud 設定應用程式開發環境
Earned Aug 9, 2024 EDT
為 Looker 資訊主頁和報表準備資料
Earned Aug 9, 2024 EDT
Google Cloud Compute 基本操作
Earned Aug 8, 2024 EDT
Put It All Together: Prepare for a Cloud Security Analyst Job
Earned Aug 8, 2024 EDT
The Arcade Base Camp August 2024
Earned Aug 7, 2024 EDT
The Arcade Trivia August 2024 Week 1
Earned Aug 7, 2024 EDT
[DEPRECATED] Building Complex End to End Self-Service Experiences in Dialogflow CX
Earned Aug 7, 2024 EDT
Google Cloud 基礎知識：核心基礎架構
Earned Aug 6, 2024 EDT
從 BigQuery 資料取得深入分析結果
Earned Aug 6, 2024 EDT
在 Google Cloud 為機器學習 API 準備資料
Earned Aug 6, 2024 EDT
Serverless Data Processing with Dataflow: Foundations
Earned Aug 6, 2024 EDT
Serverless Data Processing with Dataflow: Operations
Earned Aug 6, 2024 EDT
使用 Gemini：資安工程師
Earned Aug 6, 2024 EDT
使用 Gemini：雲端架構師
Earned Aug 6, 2024 EDT
透過 BigQuery 建構資料倉儲
Earned Aug 6, 2024 EDT
Build Streaming Data Pipelines on Google Cloud
Earned Aug 6, 2024 EDT
彈性的 Google Cloud 基礎架構：資源調度與自動化
Earned Aug 5, 2024 EDT
[Deprecated] Advanced Webhook Concepts
Earned Aug 5, 2024 EDT
[DEPRECATED] Advanced Performance Measurement
Earned Aug 4, 2024 EDT
Advanced Conversation Design
Earned Aug 4, 2024 EDT
Create Agents with Generative Playbooks
Earned Aug 4, 2024 EDT
[DEPRECATED] Webhook fundamentals
Earned Aug 4, 2024 EDT
Conversation Design Fundamentals
Earned Aug 4, 2024 EDT
[Deprecated] Virtual FAQ with data store agents
Earned Aug 3, 2024 EDT
DFCX Virtual Agent Delivery Framework
Earned Aug 3, 2024 EDT
[DEPRECATED] Agent Summarization (Custom)
Earned Aug 3, 2024 EDT
Customer Experience with Google AI Architecture
Earned Aug 3, 2024 EDT
Conversational AI and its Engagement Framework
Earned Aug 3, 2024 EDT
[DEPRECATED] Basic Performance Measurement
Earned Aug 3, 2024 EDT
負責任的 AI 技術：透過 Google Cloud 採用 AI 開發原則
Earned Aug 2, 2024 EDT
負責任的 AI 技術簡介
Earned Aug 2, 2024 EDT
生成式 AI 簡介
Earned Aug 2, 2024 EDT
Put It All Together: Prepare for a Cloud Data Analyst Job
Earned Aug 2, 2024 EDT
The Power of Storytelling: How to Visualize Data in the Cloud
Earned Aug 2, 2024 EDT
Data Management and Storage in the Cloud
Earned Aug 2, 2024 EDT
Google Cloud 運算的基本概念：Google Cloud 中的資料、機器學習和 AI
Earned Aug 1, 2024 EDT
Preparing for your Professional Cloud Architect Journey
Earned Jul 31, 2024 EDT
Google Cloud Big Data and Machine Learning Fundamentals
Earned Jul 31, 2024 EDT
Data Transformation in the Cloud
Earned Jul 29, 2024 EDT
Introduction to Data Analytics in Google Cloud
Earned Jul 27, 2024 EDT
Google Cloud 資料分析簡介
Earned Jul 27, 2024 EDT
Google Cloud Compute and Scalability for Azure Professionals
Earned Jul 26, 2024 EDT
Google Cloud IAM and Networking for Azure Professionals
Earned Jul 26, 2024 EDT
Developing Data Models with LookML
Earned Jul 25, 2024 EDT
Analyzing and Visualizing Data in Looker
Earned Jul 25, 2024 EDT
Build Batch Data Pipelines on Google Cloud
Earned Jul 24, 2024 EDT
Build Data Lakes and Data Warehouses on Google Cloud
Earned Jul 24, 2024 EDT
Preparing for your Professional Data Engineer Journey
Earned Jul 23, 2024 EDT
大型語言模型簡介
Earned Jul 13, 2024 EDT
這是 Google Cloud 網路安全專業證書課程的第五門課，在本課程中，您將在互動式總結專案中，結合並應用雲端安全原則、風險管理、安全漏洞識別、事件管理和危機溝通等重要概念。此外，您還會完成履歷更新，並實際練習所有新學到的面試技巧，為應徵和面試這個領域的工作做好準備。
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這是 Google Cloud Data Analytics 專業證書五堂課程中的第五堂。在本課程中，您將結合第一到第四堂課程的基礎知識和技能，並活用所學，透過專題實作呈現完整的資料生命週期。您將練習使用雲端式工具，有效率地取得、儲存、處理、分析資料，並以圖表呈現及傳達資料洞察結果。本課程結束後，您將完成一項專案，證明自己精通於有效整理多個來源的資料、向不同相關人士說明解決方案，以及運用雲端式軟體將資料洞察結果以圖表呈現。此外，您還會更新履歷，並練習面試技巧，為應徵和面試做好準備。
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這是 Google Cloud Data Analytics 專業證書五堂課程中的第四堂。本課程著重於培養雲端資料圖表製作的技能，共分五個主要階段：敘事、規劃、探索資料、建立圖表，以及與他人分享資料。您還會實際使用 UI/UX 技能，繪製具說服力的雲端原生圖表線框稿，並運用雲端原生資料圖表工具探索資料集、建立報表和資訊主頁，推動決策並促進協作。
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Google Cloud 資料分析專業證書課程共有五堂課程，這是第三堂。本課程會先簡要說明資料歷程，從最初的資料收集，一直到最後的洞察分析。接著，您將依序學習如何使用 SQL 將原始資料轉換為可用的格式、怎麼透過資料管道轉換大量資料。最後，您將練習如何將轉換策略應用於實際資料集，滿足業務需求。
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這是 Google Cloud 資料分析專業證書五堂課程中的第二堂。本課程將帶您瞭解資料的結構化和組織方式。您將透過實作，瞭解資料湖倉架構和 BigQuery、Google Cloud Storage 與 DataProc 等雲端元件，有效率地儲存、分析及處理大型資料集。
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這是 Google Cloud 資料分析專業證書五堂課程中的第一堂。在本課程中，您將瞭解雲端資料分析領域的定義，並說明雲端資料分析師在資料擷取、儲存、處理和視覺化方面的角色與職責。您將瞭解 BigQuery 和 Cloud Storage 等 Google Cloud 工具的架構，以及如何運用這些工具有效組織、呈現及彙整資料。
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Google Cloud Certifications provide a tangible way for you to demonstrate your skills to potential or current employers. These certifications incorporate performance-based questions, testing your hands-on expertise through practical tasks. Begin your journey towards becoming a Google Certified Professional with the help of the Arcade Cert Zone.
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Welcome to the two-part course on Logging, Monitoring, and Observability in Google Cloud. The core operations tools in Google Cloud break down into two major categories. The operations-focused components and the application performance management tools. This course, Logging and Monitoring in Google Cloud, covers the operations-focused components including Logging, Monitoring, and Service Monitoring. After taking this course, it is suggested that you complete part 2, Observability in Google Cloud, to learn about the available application performance management tools.
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Hey there! You're invited to game on with the Arcade Trivia for January Week 2! Play throughout the month and boost your cloud learning journey. Every week, we'll release a new set of questions to test your knowledge of Google Cloud Platform. Get started now and earn the January Trivia Week 2 badge!
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Welcome to Base Camp, where you’ll develop key Google Cloud skills (available in Spanish and Portuguese too!) and earn an exclusive credential that will open doors to the cloud for you. No prior experience is required!
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Hey there! You're invited to game on with the Arcade Trivia for January Week 1! Play throughout the month and boost your cloud learning journey. Every week, we'll release a new set of questions to test your knowledge of Google Cloud Platform. Get started now and earn the January Trivia Week 1 badge!
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Level up your cloud skills with hands-on labs covering everything from storage and BigQuery to VPCs, Pub/Sub, and Artifact Registry for Python and Go. No experience needed—explore, learn, and earn your Google Cloud Credential on your journey to becoming an Arcade Hero!
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完成使用 Document AI 大規模自動擷取資料課程，即可獲得入門級技能徽章。在本課程中，您將瞭解如何使用 Document AI 擷取、處理及提取資料。
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完成「在連結試算表中分析 BigQuery 資料」技能徽章，即可證明您能使用連結試算表，在 Google 試算表中存取、分析及共用數十億列的 BigQuery 資料，還能以圖表呈現。
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Cloud Monitoring helps you keep an eye on your cloud setup, making sure everything runs smoothly. Whether you're just getting started or already working in the cloud, this tool is perfect for managing your infrastructure and apps. Jump in, get hands-on experience, and earn your newest Google Cloud Credential—no prior knowledge required!
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Welcome to the sixth course in our Networking and Google Cloud series, Hybrid and Multicloud. The first module will walk you through various cloud connectivity options, with a deep dive into Cloud Interconnect, exploring its different types and functionalities. In the second module, we'll cover Cloud VPN, discussing its implementation, high availability, VPN topologies, and the Network Connectivity Center for streamline management. By the end of this course, you will be able to explain the different connectivity options available to extend your on-premises and other cloud networks to Google Cloud, and analyze the suitability of different Google Cloud hybrid and multicloud connectivity services for specific use cases.
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Start your next Arcade Adventure that will set you on the path to becoming a Professional Cloud Database Engineer. Pick up essential BigQuery and Firebase skills, and earn an exclusive Google Cloud credential along the way!
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Welcome to Base Camp, where you’ll develop key Google Cloud skills (available in Spanish and Portuguese too!) and earn an exclusive credential that will open doors to the cloud for you. No prior experience is required!
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Tis snowing challenges heavily in the Arcade! Join the Arcade Snowdown Challenge and earn your latest Google Cloud credential! Take on hands-on labs like Traffic Blocklisting, Redacting Sensitive Data, and Cloud Logging & Monitoring. Secure your cloud with Audit Logs, Alerts, and Service Monitoring. Don’t let the snow slow you down—protect your cloud and boost your skills today!
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Hey there! You're invited to game on with the Arcade Trivia for December Week 4! Play throughout the month and boost your cloud learning journey. Every week, we'll release a new set of questions to test your knowledge of Google Cloud Platform. Get started now and earn the December Trivia Week 4 badge!
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Hey there! You're invited to game on with the Arcade Trivia for December Week 3! Play throughout the month and boost your cloud learning journey. Every week, we'll release a new set of questions to test your knowledge of Google Cloud Platform. Get started now and earn the December Trivia Week 3 badge!
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Hey there! You're invited to game on with the Arcade Trivia for December Week 2! Play throughout the month and boost your cloud learning journey. Every week, we'll release a new set of questions to test your knowledge of Google Cloud Platform. Get started now and earn the December Trivia Week 2 badge!
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Hey there! You're invited to game on with the Arcade Trivia for December Week 1! Play throughout the month and boost your cloud learning journey. Every week, we'll release a new set of questions to test your knowledge of Google Cloud Platform. Get started now and earn the December Trivia Week 1 badge!
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Google Cloud Certifications provide a tangible way for you to demonstrate your skills to potential or current employers. These certifications incorporate performance-based questions, testing your hands-on expertise through practical tasks. Begin your journey towards becoming a Google Certified Professional with the help of the Arcade Cert Zone. Be one of the first 20 people to complete the challenge and earn a 100% discount voucher for your next Google Cloud Digital Leader Examination. Welcome!
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Learn about building conversational AI voice and chat integrations, including how telephony systems can connect with Google to enable phone-based interactions within the Conversational AI ecosystem. Explore key topics such as the differences between chat and voice conversations, the writing process for creating conversation scripts, and the beginning of the interrogative series and closing sequence.
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This Diwali, learn image classification with AutoML, uncover insights with Looker, bring images to life with the Vision API, and more! Celebrate the festival of lights by earning an exclusive Google Cloud Credential and brighten your cloud skills—no prior experience needed!
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Hey there! You're invited to game on with the Arcade Trivia for October Week 4! Play throughout the month and boost your cloud learning journey. Every week, we'll release a new set of questions to test your knowledge of Google Cloud Platform. Get started now and earn the October Trivia Week 4 badge!
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Join the Halloween party and earn your exclusive Google Cloud Credential with The Arcade Trick or Skills! Deploy and troubleshoot eerie websites, prepare data for Looker dashboards, and brew up some magic with Apps Script and AppSheet development. Explore the spook-tacular wonders of the Cloud Speech API, and learn to secure your BigLake data from lurking threats. No experience needed—just put on your best mask of curiosity and GAME ON!
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Hey there! You're invited to game on with the Arcade Trivia for October Week 3! Play throughout the month and boost your cloud learning journey. Every week, we'll release a new set of questions to test your knowledge of Google Cloud Platform. Get started now and earn the October Trivia Week 3 badge!
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Google Cloud Certifications provide a tangible way for you to demonstrate your skills to potential or current employers. These certifications incorporate performance-based questions, testing your hands-on expertise through practical tasks. Begin your journey towards becoming a Google Certified Professional with the help of the Arcade Cert Zone. Be one of the first 20 people to complete the challenge and earn a 100% discount voucher for your next Google Cloud Digital Leader Examination. Welcome!
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Hey there! You're invited to game on with the Arcade Trivia for October Week 2! Play throughout the month and boost your cloud learning journey. Every week, we'll release a new set of questions to test your knowledge of Google Cloud Platform. Get started now and earn the October Trivia Week 2 badge!
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Your next Google Cloud Credential is within reach! Complete a series of hands-on labs (adventures!) that will help you build key Google Cloud Skills. You’ll cover topics like Compute, Storage, Networking, IAM, Kubernetes, BigQuery, and more, working through real-world scenarios to boost your understanding. No prior experience required!
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Cloud services and serverless solutions have grown by over 400% in the last decade, influencing business operations and innovation. Earn your next Google Cloud Credential through hands-on labs where you'll manage Cloud SQL with Terraform, build Google Chat bots, and create no-code chat apps with AppSheet. Learn to design efficient data pipelines with Python in Dataflow and generate PDFs using Go and Cloud Run.
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Earn your latest Google Cloud Credential by getting started with Automation and CI/CD on the Google Cloud Platform. Gain hands-on experience with Kubernetes Engine, Terraform, and Jenkins to optimize your workflows, and learn how to automatically deploy Python web apps and capture data at scale. No prior experience needed!
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本課程介紹的 Gemini 是採用生成式 AI 技術的協作工具，可協助工程師透過 Google Cloud 管理基礎架構。您將學到如何透過提示讓 Gemini 尋找和瞭解應用程式記錄檔、建立 GKE 叢集，以及研究如何打造建構環境。在實作研究室中，您也會瞭解 Gemini 如何改良開發運作的工作流程。
Duet AI 已更名為 Gemini，是我們新一代的模型。
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Hey there! You're invited to game on with the Arcade Trivia for October Week 1! Play throughout the month and boost your cloud learning journey. Every week, we'll release a new set of questions to test your knowledge of Google Cloud Platform. Get started now and earn the October Trivia Week 1 badge!
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Welcome to Base Camp, where you’ll develop key Google Cloud skills (available in Spanish and Portuguese too!) and earn an exclusive credential that will open doors to the cloud for you. No prior experience is required!
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Discover Google Workspace tools, integrate BigQuery data, and build virtual agents. Master task automation and data visualization, including the iconic 10,000 Bitcoin pizza transaction, and earn an exclusive Google Cloud Credential. Perfect for Arcade Explorers of all levels!
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In this quest, you will get hands-on experience with LookML in Looker. You will learn how to write LookML code to create new dimensions and measures, create derived tables and join them to Explores, filter Explores, and define caching policies in LookML.
探索生成式 AI - Vertex AI 課程包含一系列實驗室，幫助您瞭解 如何在 Google Cloud 使用生成式 AI。透過實驗室，您將瞭解 如何使用 Vertex AI PaLM API 系列模型，包括 text-bison、chat-bison、 和 textembedding-gecko。您也會瞭解提示設計、最佳做法、 以及這些模型如何用於構思、文字分類、文字擷取、文字 摘要等。您也會瞭解如何透過 Vertex AI 自訂訓練功能調整基礎模型， 並將模型部署至 Vertex AI 端點。
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完成 建構適用於 AWS 專家的 Google Cloud 基礎架構 課程即可獲得技能徽章。在這個課程，您將學會如何設定 IAM 權限、 使用 Kubernetes 自動調度管理工作負載、透過 Compute Engine 託管網頁應用程式， 以及設定負載平衡機制。
完成透過 Google Cloud 建構網站技能徽章課程，即可獲得入門級技能徽章。 本課程以 Get Cooking in Cloud 系列影片為基礎， 涵蓋以下主題：在 Cloud Run 部署網站在 Compute Engine 託管網頁應用程式在 Google Kubernetes Engine 建立、 部署及擴充網站使用 Cloud Build 將單體式應用程式遷移至微服務架構
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Earn your newest Google Cloud Credential by gaining Security and Identity on the Google Cloud Platform. Gain hands-on experience in managing authentication, authorization, and identity with Vault, creating dynamic secrets, and implementing core cloud security principles. You'll also learn to deploy fault-tolerant environments, secure data lakes, and enhance network security. Whether you're new to cloud security or seeking to advance your skills, this level is designed to solidify your expertise.
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This course helps learners prepare for the Professional Cloud Security Engineer (PCSE) Certification exam. Learners will be exposed to and engage with exam topics through a series of lectures, diagnostic questions, and knowledge checks. After completing this course, learners will have a personalized workbook that will guide them through the rest of their certification readiness journey.
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This course helps you structure your preparation for the Professional Cloud Engineer exam. You will learn about the Google Cloud domains covered by the exam and how to create a study plan to improve your domain knowledge.
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Google Cloud Certifications provide a tangible way for you to demonstrate your skills to potential or current employers. These certifications incorporate performance-based questions, testing your hands-on expertise through practical tasks. Begin your journey towards becoming a Google Certified Professional with the help of the Arcade Cert Zone. Be one of the first 20 people to complete the challenge and earn a 100% discount voucher for your next Google Cloud Digital Leader Examination. Welcome!
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完成 使用 Gemini 和 Streamlit 開發生成式 AI 應用程式 技能徽章中階課程，即可證明您具備下列技能： 生成文字、透過 Python SDK 和 Gemini API 呼叫函式，以及運用 Cloud Run 部署 Streamlit 應用程式。 您將瞭解如何以不同方式透過提示請 Gemini 生成文字、使用 Cloud Shell 測試及疊代 Streamlit 應用程式，隨後封裝成 Docker 容器並在 Cloud Run 中部署。
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完成「在 Vertex AI 使用 Gemini API 探索生成式 AI」技能徽章中階課程，即可證明自己具備下列技能： 可運用 Gemini API 生成文字、分析圖片和影片來強化內容創作能力，還能使用函式呼叫技巧。 本課程將帶您瞭解如何善用進階的 Gemini 技術、使用多模態內容生成功能，並提升 AI 專案的潛力。
This course teaches contact center agents about the core agent features and functionality in Contact Center as a Service (CCaaS). CCaaS is a unified contact center platform that accelerates an organization's ability to leverage and deploy contact centers without relying on multiple technology providers. This course is most appropriate for those who handle consumer interactions via chat and call.
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本課程會介紹 Vertex AI Studio。您可以運用這項工具和生成式 AI 模型互動、根據商業構想設計原型，並投入到正式環境。透過身歷其境的應用實例、有趣的課程及實作實驗室，您將能探索從提示到正式環境的生命週期，同時學習如何將 Vertex AI Studio 運用在多模態版 Gemini 應用程式、提示設計、提示工程和模型調整。這個課程的目標是讓您能運用 Vertex AI Studio，在專案中發揮生成式 AI 的潛能。
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Explore the essentials of database management with Google Cloud. Get practical experience with AlloyDB, Cloud Spanner, and Cloud SQL. Learn to build data connectors, trace data lineage, and manage backups and performance tuning. Whether you're experienced or new to the cloud, you can get your hands on this latest Google Cloud Credential!
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Discover Generative AI and Language Learning through hands-on labs that push your Google Cloud skills further and earn an exclusive Google Cloud Credential that recognizes your ability to tackle real-world challenges.
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Hey there! You're invited to game on with the Arcade Trivia for September Week 4! Play throughout the month and boost your cloud learning journey. Every week, we'll release a new set of questions to test your knowledge of Google Cloud Platform. Get started now and earn the September Trivia Week 4 badge!
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完成 在 Vertex AI 設計提示 技能徽章入門課程，即可證明您具備下列技能： 在 Vertex AI 設計提示、分析圖片，以及運用多模態模型生成內容。瞭解如何建立有效的提示、引導生成式 AI 輸出內容， 以及將 Gemini 模型用於實際的行銷情境。
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完成在 Google Cloud 實作 CI/CD 管道技能徽章中階課程，即可獲得技能徽章。 您將透過本課程學習如何使用 Artifact Registry、Cloud Build 和 Cloud Deploy，並且操作 Google Cloud 控制台、Google Cloud CLI、Cloud Run 和 GKE。本課程會介紹如何建構持續整合 管道、儲存及保護構件、掃描安全漏洞、驗證 已核准的發布版本是否有效。此外，您還會實際操作，將應用程式 同時部署至 GKE 和 Cloud Run。
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Hey there! You're invited to game on with the Arcade Trivia for September Week 3! Play throughout the month and boost your cloud learning journey. Every week, we'll release a new set of questions to test your knowledge of Google Cloud Platform. Get started now and earn the September Trivia Week 3 badge!
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本課程旨在提供必要的知識和工具，協助您探索機器學習運作團隊在部署及管理生成式 AI 模型時面臨的獨特挑戰，並瞭解 Vertex AI 如何幫 AI 團隊簡化機器學習運作程序，打造成效非凡的生成式 AI 專案。
本課程將介紹擴散模型，這是一種機器學習模型，近期在圖像生成領域展現亮眼潛力。概念源自物理學，尤其深受熱力學影響。過去幾年來，在學術界和業界都是炙手可熱的焦點。在 Google Cloud 中，擴散模型是許多先進圖像生成模型和工具的基礎。課程將介紹擴散模型背後的理論，並說明如何在 Vertex AI 上訓練和部署這些模型。
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Hey there! You're invited to game on with the Arcade Trivia for September Week 2! Play throughout the month and boost your cloud learning journey. Every week, we'll release a new set of questions to test your knowledge of Google Cloud Platform. Get started now and earn the September Trivia Week 2 badge!
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Welcome to Base Camp, where you’ll develop key Google Cloud skills (available in Spanish and Portuguese too!) and earn an exclusive credential that will open doors to the cloud for you. No prior experience is required!
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Hey there! You're invited to game on with the Arcade Trivia for September Week 1! Play throughout the month and boost your cloud learning journey. Every week, we'll release a new set of questions to test your knowledge of Google Cloud Platform. Get started now and earn the September Trivia Week 1 badge!
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這堂隨選密集課程會向參加人員說明 Google Cloud 提供的全方位彈性基礎架構和平台服務，並將重點放在 Compute Engine。這堂課程結合了視訊講座、示範和實作研究室，可讓參加人員探索及部署解決方案元素，例如網路、系統和應用程式服務等基礎架構元件。另外，這堂課也會介紹如何部署實用的解決方案，包括客戶提供的加密金鑰、安全性和存取權管理機制、配額與帳單，以及資源監控功能。
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完成「Google Cloud 監控工具」技能徽章入門課程， 即可證明您具備下列技能：使用 Cloud Monitoring 工具監控 Google Cloud 資源。
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完成「開始使用 Sensitive Data Protection」 技能徽章入門課程，證明您具備下列技能：使用 Sensitive Data Protection 服務 (包括 Cloud Data Loss Prevention API) 來檢查、遮蓋及去識別化 Google Cloud 中的機密資料。
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完成「Cloud Speech API：3 種應用」課程，瞭解如何使用語音相關 API 工具合成及轉錄語音， 即可獲得入門級技能徽章。
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完成「監控及管理 Google Cloud 資源」技能徽章入門課程，即可證明您具備下列技能：授予及撤銷 IAM 權限； 安裝 Monitoring 和 Logging 代理程式；建立、部署及測試事件導向的 Cloud Run 函式。
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This course helps learners prepare to study for the Professional Google Workspace Administrator Certification exam. Learners will be exposed to and engage with exam topics through a series of readings, diagnostic questions, and knowledge checks. After completing this course, learners will have a personalized workbook that will guide them through the rest of their certification readiness journey.
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Earn a skill badge by completing the Networking Fundamentals on Google Cloud quest, where you learn how to work with VPC networks and load balancers 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 your knowledge in an interactive hands-on environment. Complete this Skill Badge, and the final assessment challenge lab, to receive a digital badge that you can share with your network.
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完成「搭配使用 API 和 Cloud Storage」 技能徽章入門課程，即可證明您具備下列技能： 搭配使用 API 和 Cloud Storage 資源，包括 Cloud Storage API。
Hey there! You're invited to game on with the Arcade Trivia for August Week 4! Play throughout the month and boost your cloud learning journey. Every week, we'll release a new set of questions to test your knowledge of Google Cloud Platform. Get started now and earn the August Trivia Week 4 badge!
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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 labs, you will work with example templates and understand how to launch a range of configurations, from simple servers, through full load-balanced applications.
本課程介紹的 Gemini 是採用生成式 AI 技術的協作工具，可協助您透過 Google Cloud 使用 Google 產品和服務，開發、測試、部署及管理應用程式。有了 Gemini 的協助，您會學到如何開發和建構網頁應用程式、修正應用程式中的錯誤、開發測試及查詢資料。在實作研究室中，您也會體驗到 Gemini 如何改良軟體開發生命週期 (SDLC)。
Duet AI 已更名為 Gemini，這是我們的新一代模型。
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Gemini 版 Google Workspace 是一項外掛程式，可讓客戶在 Google Workspace 使用生成式 AI 功能。這堂迷你課程會介紹 Gemini 的主要功能，並說明如何在 Google 簡報善用這些功能，提高生產力和效率。
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安裝 Gemini 版 Google Workspace 外掛程式後，客戶就能在 Google Workspace 使用生成式 AI 功能。這堂迷你課程會介紹 Gemini 的主要功能，並說明如何在 Google 試算表善用這些功能，提高生產力和效率。
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使用者將能透過 Gemini 版 Google Workspace 外掛程式運用生成式 AI 功能。本課程會使用影片、實作活動和練習範例，深入介紹 Gemini 版 Google 文件的功能。您將學到如何透過 Gemini 使用提示生成撰寫內容、編輯寫好的文字，以提升整體工作效率。本課程結束後，您將具備 Gemini 版 Google 文件的知識及技能，可自信地運用這項工具提升寫作品質。
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客戶能透過 Gemini 版 Google Workspace 外掛程式在 Google Workspace 使用生成式 AI 功能。本學習路徑會介紹 Gemini 的主要功能，並說明如何在 Google Workspace 善用這些功能，提高生產力和效率。
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Gemini 版 Google Workspace 是一項外掛程式，可讓客戶在 Google Workspace 使用生成式 AI 功能。這堂迷你課程會介紹 Gemini 的主要功能，並說明如何在 Gmail 善用這些功能，提高生產力和效率。
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Gemini 版 Google Workspace 是一項外掛程式，可讓使用者存取生成式 AI 功能。本課程會使用影片、實作活動和練習範例，深入介紹 Gemini 版 Google Meet 的功能。您會學到如何透過 Gemini 生成背景圖片、提升視訊品質及翻譯字幕。本課程結束後，您將具備 Gemini 版 Google Meet 的知識及技能，安心運用這項工具提高視訊會議的效率。
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Gemini for Google Workspace 是一項外掛程式，可讓使用者存取生成式 AI 功能。本課程使用影片、實作活動和練習範例，深入介紹 Google 雲端硬盤中的 Gemini 的功能。 課程結束後，您將具備 Google 雲端硬盤中的 Gemini 的知識及技能，可自信地運用這項工具提升工作流程的效率。
完成「在 Google Cloud 使用 TensorFlow 分類圖像」技能徽章中階課程， 瞭解如何使用 TensorFlow 和 Vertex AI 建立及訓練機器學習模型， 即可獲得技能徽章。在 Vertex AI Workbench 中，你主要會和使用者自行管理的筆記本 互動。
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完成 Google Kubernetes Engine 成本效益最佳化 技能徽章中階課程， 即可證明您具備下列技能：建立及管理多租戶叢集、依據命名空間監控資源使用量、 設定自動調度叢集和 Pod 資源以提升效能、設定負載平衡以最佳化 資源分配，以及導入有效性和完備性探測，確保應用程式維持健康並符合成本效益。
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完成 使用資料庫遷移服務將 MySQL 資料遷移至 Cloud SQL 技能徽章入門課程，證明您具備下列技能： 使用「資料庫遷移服務」中各種可用的工作類型和連線選項， 將 MySQL 資料遷移至 Cloud SQL，以及在執行「資料庫遷移服務」工作時 遷移 MySQL 使用者資料。
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Sports are captivating, intense, and fast-paced—and with the latest technology, they’re better than ever. Start your run in the Arcade-athon and earn an exclusive Google Cloud Credential by gaining hands-on experience with Google Cloud's powerful tools and techniques that are transforming your favorite sports!
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Hey there! You're invited to game on with the Arcade Trivia for August Week 3! Play throughout the month and boost your cloud learning journey. Every week, we'll release a new set of questions to test your knowledge of Google Cloud Platform. Get started now and earn the August Trivia Week 3 badge!
完成「建構安全的 Google Cloud 網路」課程，即可獲得技能徽章。本課程將說明多項網路相關 資源，協助您在 Google Cloud 建構、調度資源和保護應用程式。
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This course helps you structure your preparation for the Associate Cloud Engineer exam. You will learn about the Google Cloud domains covered by the exam and how to create a study plan to improve your domain knowledge.
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Earn a skill badge by completing the Build Google Cloud Infrastructure for Azure Professionals course, where you learn how to configure IAM permission, orchestrate workloads using Kubernetes, host a web application using compute engine, and configure load balancing. 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 your knowledge in an interactive hands-on environment. Complete this Skill Badge, and the final assessment challenge lab, to receive a digital badge that you can share with your network.
Google Cloud 運算基本概念課程，適合幾乎沒有雲端運算背景或經驗的學員。這些課程會概略介紹雲端基礎知識、大數據和機器學習的核心概念，以及 Google Cloud 的角色和定位。完成這一系列課程後，學員將能闡述這些概念並展示實用技能。學員需依序完成課程：
1. Google Cloud 運算的基本概念：Cloud 運算基礎知識
2. Google Cloud 運算的基本概念：Google Cloud 基礎架構
3. Google Cloud 運算的基本概念：Google Cloud 的網路與安全性
4. Google Cloud 運算的基本概念：Google Cloud 中的資料、機器學習和 AI
完成「開始使用 API Gateway」課程，即可獲得技能徽章。 本課程將說明如何使用 API Gateway，透過全代管閘道部署、保護及管理 API。
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完成使用 BigQuery ML 為預測模型進行資料工程技能徽章中階課程， 即可證明自己具備下列知識與技能：運用 Dataprep by Trifacta 建構連至 BigQuery 的資料轉換 pipeline； 使用 Cloud Storage、Dataflow 和 BigQuery 建構「擷取、轉換及載入」(ETL) 工作負載， 以及使用 BigQuery ML 建構機器學習模型。
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Google Cloud 運算基本概念課程，適合幾乎沒有雲端運算背景或經驗的學員。這些課程會說明雲端運算基本知識、大數據和機器學習的核心概念，以及 Google Cloud 的角色和定位。
完成這一系列課程後，學員將能夠闡述這些概念並展示實用技能。學員應依以下順序完成課程：
1. Google Cloud 運算的基本概念：Cloud 運算基礎知識
2. Google Cloud 運算的基本概念：Google Cloud 基礎架構
3. Google Cloud 運算的基本概念：Google Cloud 的網路與安全性
4. Google Cloud 運算的基本概念：Google Cloud 中的資料、機器學習和 AI
第三門課涵蓋雲端自動化和管理工具，以及建構安全網路。
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完成「管理 Google Cloud 中的 Kubernetes」技能徽章中階課程， 即可證明您具備下列技能：使用 kubectl 管理部署作業、 在 Google Kubernetes Engine (GKE) 監控應用程式與偵錯，以及運用技術持續推送軟體更新。
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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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Earn an exclusive Google Cloud Credential by gaining hands-on experience with Google Cloud Functions. Learn to create and deploy serverless functions across various programming languages, including Node.js, .NET, PHP, Ruby, and Python. Ideal for everyone, even if you are new to the cloud!
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本課程介紹 Google Cloud 的 AI 和機器學習 (ML) 功能，著重說明如何開發生成式和預測式 AI 專案。我們也會探討「從資料到 AI」整個生命週期都適用的技術、產品和工具，並透過互動式練習，協助資料科學家、AI 開發人員和機器學習工程師精進專業知識。
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Hey there! You're invited to game on with the Arcade Trivia for August Week 2! Play throughout the month and boost your cloud learning journey. Every week, we'll release a new set of questions to test your knowledge of Google Cloud Platform. Get started now and earn the August Trivia Week 2 badge!
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Google Cloud Certifications provide a tangible way for you to demonstrate your skills to potential or current employers. These certifications incorporate performance-based questions, testing your hands-on expertise through practical tasks. Begin your journey towards becoming a Google Certified Professional with the help of the Arcade Cert Zone. Be one of the first 20 people to complete the challenge and earn a 100% discount voucher for your next Google Cloud Digital Leader Examination. Welcome!
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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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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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This course helps developers customize Chronicle and augment its abilities with third party integrations.
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Take the next steps in working with the Chronicle Security Operations Platform. Build on fundamental knowledge to go deeper on cusotmization and tuning.
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This course covers the baseline skills needed for the Google Security Operations Platform. The modules will cover specific actions and features that security engineers should become familiar with to start using the toolset.
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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.
From creating and optimizing ML models using BigQuery ML, deploying advanced chatbots with Dialogflow CX, to developing no-code chat apps using AppSheet, explore a series of challenges designed to enhance your Google Cloud skills and earn an exclusive Google Cloud Credential!
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Earn an exclusive Google Cloud Credential by gaining practical experience in app development and deployment on the Google Cloud Platform. Learn to build, manage, and scale applications while setting up development environments, storing data, and deploying apps. Perfect for you, even if you are new to the cloud!
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Google Cloud 運算基本概念課程，適合幾乎沒有雲端運算背景或經驗的學員。這些課程會說明雲端運算基本知識、大數據和機器學習的核心概念，以及 Google Cloud 的角色和定位。完成這一系列課程後，學員將能夠闡述這些概念並展示實用技能。學員應依以下順序完成課程：
1. Google Cloud 運算的基本概念：Cloud 運算基礎知識
2. Google Cloud 運算的基本概念：Google Cloud 基礎架構
3. Google Cloud 運算的基本概念：Google Cloud 的網路與安全性
4. Google Cloud 運算的基本概念：Google Cloud 中的資料、機器學習和 AI
第一門課會概略說明雲端運算、Google Cloud 的使用方式，以及不同的運算選項。
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完成「開始使用 Google Workspace 工具」課程，即可獲得入門級技能徽章。本課程將介紹 Google 的協作平台， 帶您瞭解如何使用 Gmail、日曆、Meet、雲端硬碟、試算表和 AppSheet。
This is the fifth of five courses in the Google Cloud Cybersecurity Certificate. In this course, you’ll combine and apply key concepts such as cloud security principles, risk management, identifying vulnerabilities, incident management, and crisis communications in an interactive capstone project. Additionally, you'll finalize your resume updates and put to practice all the new interview techniques you've learned, preparing you to confidently apply for and interview for jobs in the field.
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Welcome to Base Camp, where you’ll develop key Google Cloud skills (available in Spanish and Portuguese too!) and earn an exclusive credential that will open doors to the cloud for you. No prior experience is required!
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Hey there! You're invited to game on with the Arcade Trivia for August Week 1! Play throughout the month and boost your cloud learning journey. Every week, we'll release a new set of questions to test your knowledge of Google Cloud Platform. Get started now and earn the August Trivia Week 1 badge!
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This course will equip you with the tools to develop complex conversational experiences in Dialogflow CX capable of identifying the user intent and routing it to the right self service flow.
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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。
完成 在 Google Cloud 為機器學習 API 準備資料 技能徽章入門課程，即可證明您具備下列技能： 使用 Dataprep by Trifacta 清理資料、在 Dataflow 執行資料管道、在 Dataproc 建立叢集和執行 Apache Spark 工作，以及呼叫機器學習 API，包含 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.
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In the last installment of the Dataflow course series, we will introduce the components of the Dataflow operational model. We will examine tools and techniques for troubleshooting and optimizing pipeline performance. We will then review testing, deployment, and reliability best practices for Dataflow pipelines. We will conclude with a review of Templates, which makes it easy to scale Dataflow pipelines to organizations with hundreds of users. These lessons will help ensure that your data platform is stable and resilient to unanticipated circumstances.
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本課程介紹的 Gemini 是採用生成式 AI 技術的協作工具，可協助您透過 Google Cloud 保護雲端環境和資源。您將學到如何將工作負載範例部署到 Google Cloud 中的環境，以及運用 Gemini 找出並修復安全性設定錯誤。在實作研究室中，您也會體驗到 Gemini 如何改良雲端安全防護機制。
Duet AI 已更名為 Gemini，這是我們的新一代模型。
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本課程介紹的 Gemini 是採用生成式 AI 技術的協作工具，可協助管理員在 Google Cloud 佈建基礎架構。您將瞭解如何透過提示讓 Gemini 解釋基礎架構、部署 GKE 叢集，以及更新既有的基礎架構。在實作研究室中，您也會體驗到 Gemini 如何改良 GKE 的部署工作流程。
Duet AI 已更名為 Gemini，這是我們的新一代模型。
In this course you will get hands-on in order to work through real-world challenges faced when building streaming data pipelines. The primary focus is on managing continuous, unbounded data with Google Cloud products.
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這堂隨選密集課程會向參加人員說明 Google Cloud 提供的全方位彈性基礎架構和平台服務。這堂課結合了視訊講座、示範和實作研究室，可讓參加人員探索及部署解決方案元素，包括安全地建立互連網路、負載平衡、自動調度資源、基礎架構自動化，以及代管服務。
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This course explores advanced technical considerations to optimize Webhook connectivity for comprehensive, end-to-end, Virtual Agent self-service experiences.
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In this course, you will learn about advanced methods and tools to monitor the performance of your virtual agents in Dialogflow CX
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In this course, you will learn the advanced conversational design principles for both the Voice and Caht channels to craft engaging and effective end-to-end experiences that emulate human-like interactions.
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This course will teach you how to build conversational experiences for Conversational Agents using Generative Playbooks. You'll start with an introduction to playbooks and learn how to set up your first one. You'll also learn about the importance of testing, as well as key production considerations like quota limits and integration. The course concludes with a case study that shows how to use playbooks for generative steering.
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In this course, you will learn the important role that different types of webhooks play in Dialogflow CX development, and how to effectively integrate them into your routine configuration of a Virtual Agent.
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This course explores the foundational principles of conversation design to craft engaging and effective chatbot experiences that emulate human-like experiences.
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In this course, you will learn how to develop a generative agent capable of answering questions from websites, documents, and/or unstructured data.
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This course explores the best practices, methods and tools to programmatically lead CCAI virtual agent delivery. It includes a high level overview of the end to end journey for building and deploying a virtual agent, as well as the core tenets to create a strong delivery culture. Additionally, this course covers the best practices for workflow management, defect tracking, release management and post-release support to ensure optimal virtual agent performance.
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In this course you will learn how Contact Center AI Agent Assist can help distill complex customer interactions into concise and clear summaries.
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In this course you will learn the key architectural considerations that need to be taken into account when designing for the implementation of Conversational AI solutions.
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Transform your understanding of customer service with this course on the Customer Engagement Suite (CES) and its powerful generative AI capabilities. You'll start by tracing the journey of contact centers, understanding how they've evolved and where gen AI is propelling them next. Then, you'll gain a deep understanding of the core building blocks within the CES solution, seeing how each component contributes to delivering exceptional customer experiences. The course concludes by exploring the robust business case for CES, along with practical use cases and the various user personas that benefit from this innovative solution.
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This course explores the fundamentals of the feedback loop process for Virtual Agent development and introduces the native capabilities within Dialogflow CX that support it
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隨著企業持續擴大使用人工智慧和機器學習，以負責任的方式發展相關技術也日益重要。對許多企業來說，談論負責任的 AI 技術可能不難，如何付諸實行才是真正的挑戰。如要瞭解如何在機構中導入負責任的 AI 技術，本課程絕對能助您一臂之力。
您可以從中瞭解 Google Cloud 目前採取的策略、最佳做法和經驗談，協助貴機構奠定良好基礎，實踐負責任的 AI 技術。
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這個入門微學習課程主要介紹「負責任的 AI 技術」和其重要性，以及 Google 如何在自家產品中導入這項技術。本課程也會說明 Google 的 7 個 AI 開發原則。
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這個入門微學習課程主要說明生成式 AI 的定義和使用方式，以及此 AI 與傳統機器學習方法的差異。本課程也會介紹各項 Google 工具，協助您開發自己的生成式 AI 應用程式。
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This is the fifth of five courses in the Google Cloud Data Analytics Certificate. In this course, you’ll combine and apply the foundational knowledge and skills from courses 1-4 in a hands-on Capstone project that focuses on the full data lifecycle project. You’ll practice using cloud-based tools to acquire, store, process, analyze, visualize, and communicate data insights effectively. By the end of the course, you’ll have completed a project demonstrating their proficiency in effectively structuring data from multiple sources, presenting solutions to varied stakeholders, and visualizing data insights using cloud-based software. You’ll also update your resume and practice interview techniques to help prepare for applying and interviewing for jobs.
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This is the fourth of five courses in the Google Cloud Data Analytics Certificate. In this course, you’ll focus on developing skills in the five key stages of visualizing data in the cloud: storytelling, planning, exploring data, building visualizations, and sharing data with others. You’ll also gain experience using UI/UX skills to wireframe impactful, cloud-native visualizations and work with cloud-native data visualization tools to explore datasets, create reports, and build dashboards that drive decisions and foster collaboration.
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This is the second of five courses in the Google Cloud Data Analytics Certificate. In this course, you’ll explore how data is structured and organized. You’ll gain hands-on experience with the data lakehouse architecture and cloud components like BigQuery, Google Cloud Storage, and DataProc to efficiently store, analyze, and process large datasets.
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Google Cloud 運算基本概念課程，適合幾乎沒有雲端運算背景或經驗的學員。這些課程會概略介紹雲端基礎知識、大數據和機器學習的核心概念，以及 Google Cloud 的角色和定位。完成這一系列課程後，學員將能闡述這些概念並展示實用技能。學員需依序完成課程：
1. Google Cloud 運算的基本概念：Cloud 運算基礎知識
2. Google Cloud 運算的基本概念：Google Cloud 基礎架構
3. Google Cloud 運算的基本概念：Google Cloud 的網路與安全性
4. Google Cloud 運算的基本概念：Google Cloud 中的資料、機器學習和 AI
本系列的最後一堂課回顧了代管大數據服務、機器學習與這項技術的價值，以及如何獲得技能徽章，進一步展示您的 Google Cloud 技能。
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This course helps learners create a study plan for the PCA (Professional Cloud Architect) 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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This course introduces the Google Cloud big data and machine learning products and services that support the data-to-AI lifecycle. It explores the processes, challenges, and benefits of building a big data pipeline and machine learning models with Vertex AI on Google Cloud.
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This is the third of five courses in the Google Cloud Data Analytics Certificate. In this course, you’ll begin by getting an overview of the data journey, from collection to insights. You’ll then learn how to use SQL to transform raw data into a usable format. Next, you’ll learn how to transform high volumes of data with a data pipeline. Finally, you’ll gain experience applying transformation strategies to real data sets to solve business needs.
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This is the first of five courses in the Google Cloud Data Analytics Certificate. In this course, you’ll define the field of cloud data analysis and describe roles and responsibilities of a cloud data analyst as they relate to data acquisition, storage, processing, and visualization. You’ll explore the architecture of Google Cloud-based tools, like BigQuery and Cloud Storage, and how they are used to effectively structure, present, and report data.
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這堂初級課程將介紹 Google Cloud 的資料分析工作流程，以及用於探索、分析資料並以圖表呈現的工具。您也能學會如何與相關人員分享自己的發現結果。本課程包含個案研究、實作實驗室、講座、測驗和示範，實際展示如何將原始資料集轉化為清晰的資料，進而呈現出能發揮成效的圖表和資訊主頁。無論您是資料領域從業人員、想瞭解如何透過 Google Cloud 取得成功，或有意在職涯中更上一層樓，本課程都能協助您踏出第一步。絕大多數在工作上執行或運用資料分析的學員，都能從本課程受益。
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This is the second course of a four-course series for cloud architects and engineers with existing Azure knowledge. It aims to compare Google Cloud and Azure solutions and guide professionals on their use.
This course focuses on compute resources and load balancing in Google Cloud. The learner will apply the knowledge of using virtual machines and load balancers in Azure to explore the similarities and differences with configuring and managing compute resources and load balancers in Google Cloud. Learners will get hands-on practice building and managing Google Cloud resources.
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This is the first course of a four-course series for cloud architects and engineers with existing Azure knowledge, and it compares Google Cloud and Azure solutions and guides professionals on their use.
This course focuses on Identity and Access Management (IAM) and networking in Google Cloud. The learners apply the knowledge of access management and networking in Azure to explore the similarities and differences with access management and networking in Google Cloud. Learners get hands-on practice building and managing Google Cloud resources.
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This course empowers you to develop scalable, performant LookML (Looker Modeling Language) models that provide your business users with the standardized, ready-to-use data that they need to answer their questions. Upon completing this course, you will be able to start building and maintaining LookML models to curate and manage data in your organization’s Looker instance.
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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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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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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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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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這是一堂入門級的微學習課程，旨在探討大型語言模型 (LLM) 的定義和用途，並說明如何調整提示來提高 LLM 成效。此外，也會介紹多項 Google 工具，協助您自行開發生成式 AI 應用程式。
全面整合：為成為 Cloud 資安分析師做好準備
Earned Nov 18, 2025 EST
綜合應用：為 Cloud 資料分析師工作做準備
Earned Nov 18, 2025 EST
資料敘事的強大力量：如何在 Cloud 以圖表呈現資料
Earned Nov 18, 2025 EST
在 Cloud 轉換資料
Earned Nov 18, 2025 EST
在 Cloud 管理與儲存資料
Earned Nov 18, 2025 EST
Google Cloud 資料分析功能簡介
Earned Nov 18, 2025 EST
The Arcade Certification Zone January 2025
Earned Jan 19, 2025 EST
Logging and Monitoring in Google Cloud
Earned Jan 19, 2025 EST
The Arcade Trivia January 2025 Week 2
Earned Jan 13, 2025 EST
The Arcade Base Camp January 2025
Earned Jan 13, 2025 EST
The Arcade Trivia January 2025 Week 1
Earned Jan 12, 2025 EST
Level 3: Arcade Heroes
Earned Jan 9, 2025 EST
使用 Document AI 大規模自動擷取資料
Earned Dec 29, 2024 EST
在連結試算表中分析 BigQuery 資料
Earned Dec 29, 2024 EST
Level 2: Cloud Monitoring
Earned Dec 23, 2024 EST
Networking in Google Cloud: Hybrid and Multicloud
Earned Dec 22, 2024 EST
Level 3: BigQuery and Firebase
Earned Dec 22, 2024 EST
The Arcade Base Camp December 2024
Earned Dec 21, 2024 EST
Arcade Snowdown
Earned Dec 20, 2024 EST
The Arcade Trivia December 2024 Week 4
Earned Dec 20, 2024 EST
The Arcade Trivia December 2024 Week 3
Earned Dec 19, 2024 EST
The Arcade Trivia December 2024 Week 2
Earned Dec 18, 2024 EST
The Arcade Trivia December 2024 Week 1
Earned Dec 15, 2024 EST
The Arcade Certification Zone December 2024
Earned Dec 14, 2024 EST
Conversational AI Voice and Chat Integrations
Earned Nov 20, 2024 EST
Diwali in The Arcade
Earned Nov 2, 2024 EDT
The Arcade Trivia October 2024 Week 4
Earned Oct 28, 2024 EDT
Trick-or-Skills
Earned Oct 27, 2024 EDT
The Arcade Trivia October 2024 Week 3
Earned Oct 20, 2024 EDT
The Arcade Certification Zone October 2024
Earned Oct 11, 2024 EDT
The Arcade Trivia October 2024 Week 2
Earned Oct 9, 2024 EDT
Level 3: Google Cloud Adventures
Earned Oct 8, 2024 EDT
Level 2: Cloud and Serverless Solutions
Earned Oct 6, 2024 EDT
Level 1: Automation and CI/CD Skills
Earned Oct 4, 2024 EDT
使用 Gemini：DevOps 工程師
Earned Oct 3, 2024 EDT
The Arcade Trivia October 2024 Week 1
Earned Oct 2, 2024 EDT
The Arcade Base Camp October 2024
Earned Oct 2, 2024 EDT
The Arcade Explorers
Earned Sep 26, 2024 EDT
Understanding LookML in Looker
Earned Sep 21, 2024 EDT
開始使用 Eventarc
Earned Sep 17, 2024 EDT
探索生成式 AI - Vertex AI
Earned Sep 16, 2024 EDT
建構適用於 AWS 專家的 Google Cloud 基礎架構
Earned Sep 16, 2024 EDT
建立及管理 Cloud Spanner 執行個體
Earned Sep 15, 2024 EDT
透過 Google Cloud 建構網站
Earned Sep 14, 2024 EDT
Level 1: Security and Identity
Earned Sep 14, 2024 EDT
Preparing for Your Professional Cloud Security Engineer Journey
Earned Sep 12, 2024 EDT
Preparing for Your Professional Cloud Network Engineer Journey
Earned Sep 12, 2024 EDT
The Arcade Certification Zone September 2024
Earned Sep 12, 2024 EDT
使用 Gemini 和 Streamlit 開發生成式 AI 應用程式
Earned Sep 11, 2024 EDT
在 Vertex AI 使用 Gemini API 探索生成式 AI
Earned Sep 11, 2024 EDT
使用 AppSheet 建構應用程式
Earned Sep 10, 2024 EDT
使用 Gemini 多模態功能和多模態 RAG 檢查複合型文件
Earned Sep 10, 2024 EDT
Handle Consumer Interactions with CCaaS
Earned Sep 9, 2024 EDT
Vertex AI Studio 簡介
Earned Sep 9, 2024 EDT
Level 2: Databases
Earned Sep 8, 2024 EDT
Level 3: GenAIus Chats
Earned Sep 6, 2024 EDT
The Arcade Trivia September 2024 Week 4
Earned Sep 5, 2024 EDT
在 Vertex AI 設計提示
Earned Sep 5, 2024 EDT
在 Google Cloud 實作 CI/CD 管道
Earned Sep 5, 2024 EDT
The Arcade Trivia September 2024 Week 3
Earned Sep 4, 2024 EDT
生成式 AI 適用的機器學習運作 (MLOps)
Earned Sep 4, 2024 EDT
建立圖像說明生成模型
Earned Sep 4, 2024 EDT
Transformer 和 BERT 模型
Earned Sep 4, 2024 EDT
編碼器-解碼器架構
Earned Sep 4, 2024 EDT
注意力機制
Earned Sep 4, 2024 EDT
圖像生成簡介
Earned Sep 4, 2024 EDT
The Arcade Trivia September 2024 Week 2
Earned Sep 4, 2024 EDT
The Arcade Base Camp September 2024
Earned Sep 4, 2024 EDT
The Arcade Trivia September 2024 Week 1
Earned Sep 2, 2024 EDT
重要的 Google Cloud 基礎架構：核心服務
Earned Sep 1, 2024 EDT
Google Cloud 監控工具
Earned Sep 1, 2024 EDT
開始使用 Sensitive Data Protection
Earned Aug 30, 2024 EDT
Cloud Speech API：3 種應用
Earned Aug 30, 2024 EDT
監控及管理 Google Cloud 資源
Earned Aug 30, 2024 EDT
Preparing for Your Google Workspace Administrator Journey
Earned Aug 29, 2024 EDT
DEPRECATED Networking Fundamentals on Google Cloud
Earned Aug 28, 2024 EDT
搭配使用 API 和 Cloud Storage
Earned Aug 28, 2024 EDT
在 Cloud Storage 建立安全的資料湖泊
Earned Aug 28, 2024 EDT
以串流方式將分析資料傳入 BigQuery
Earned Aug 28, 2024 EDT
保護 BigLake 資料
Earned Aug 28, 2024 EDT
使用 Dataplex 建構資料網格
Earned Aug 27, 2024 EDT
在 Google Cloud 使用 Terraform 建構基礎架構
Earned Aug 27, 2024 EDT
在 BigQuery 執行預測資料分析
Earned Aug 27, 2024 EDT
雲端架構：設計、實作與管理
Earned Aug 26, 2024 EDT
The Arcade Trivia August 2024 Week 4
Earned Aug 26, 2024 EDT
Managing Cloud Infrastructure with Terraform
Earned Aug 26, 2024 EDT
開始使用 Cloud Storage
Earned Aug 26, 2024 EDT
使用 Gemini：端對端 SDLC
Earned Aug 26, 2024 EDT
Gemini in Google Slides
Earned Aug 26, 2024 EDT
Gemini in Google Sheets
Earned Aug 26, 2024 EDT
Gemini in Google Docs
Earned Aug 26, 2024 EDT
Gemini for Google Workspace 簡介
Earned Aug 26, 2024 EDT
Gemini in Gmail
Earned Aug 26, 2024 EDT
Gemini in Google Meet
Earned Aug 26, 2024 EDT
Gemini in Google Drive
Earned Aug 26, 2024 EDT
透過 Google Cloud Observability 監控及記錄系統狀態
Earned Aug 25, 2024 EDT
使用 Google Cloud Managed Service for Prometheus 監控環境
Earned Aug 25, 2024 EDT
在 Google Cloud 使用機器學習 API
Earned Aug 25, 2024 EDT
建立及管理 Bigtable 執行個體
Earned Aug 24, 2024 EDT
在 Google Cloud 使用 TensorFlow 分類圖像
Earned Aug 24, 2024 EDT
Google Kubernetes Engine 成本效益最佳化
Earned Aug 24, 2024 EDT
使用資料庫遷移服務將 MySQL 資料遷移至 Cloud SQL
Earned Aug 23, 2024 EDT
The Arcade-athon
Earned Aug 22, 2024 EDT
The Arcade Trivia August 2024 Week 3
Earned Aug 21, 2024 EDT
開始使用 Dataplex
Earned Aug 20, 2024 EDT
在 Looker 應用進階 LookML 概念
Earned Aug 20, 2024 EDT
運用 BigQuery ML 建立機器學習模型
Earned Aug 19, 2024 EDT
使用 Apps Script 整合 BigQuery 資料與 Google Workspace
Earned Aug 18, 2024 EDT
建構安全的 Google Cloud 網路
Earned Aug 18, 2024 EDT
Preparing for Your Associate Cloud Engineer Journey
Earned Aug 17, 2024 EDT
DEPRECATED Build Google Cloud Infrastructure for Azure Professionals
Earned Aug 17, 2024 EDT
開始使用 Pub/Sub
Earned Aug 17, 2024 EDT
Google Cloud 運算的基本概念：Google Cloud 基礎架構
Earned Aug 17, 2024 EDT
在 Compute Engine 導入 Cloud Load Balancing
Earned Aug 16, 2024 EDT
開始使用 API Gateway
Earned Aug 16, 2024 EDT
使用 BigQuery ML 為預測模型進行資料工程
Earned Aug 16, 2024 EDT
Google Cloud 運算的基本概念：Google Cloud 的網路與安全性
Earned Aug 16, 2024 EDT
管理 Google Cloud 中的 Kubernetes
Earned Aug 15, 2024 EDT
Scaling with Google Cloud Operations
Earned Aug 15, 2024 EDT
Level 3: Google Cloud Functions
Earned Aug 15, 2024 EDT
Google Cloud 的 AI 和機器學習服務簡介
Earned Aug 14, 2024 EDT
The Arcade Trivia August 2024 Week 2
Earned Aug 14, 2024 EDT
The Arcade Certification Zone August 2024
Earned Aug 13, 2024 EDT
Trust and Security with Google Cloud
Earned Aug 13, 2024 EDT
Modernize Infrastructure and Applications with Google Cloud
Earned Aug 13, 2024 EDT
Innovating with Google Cloud Artificial Intelligence
Earned Aug 13, 2024 EDT
Exploring Data Transformation with Google Cloud
Earned Aug 13, 2024 EDT
Digital Transformation with Google Cloud
Earned Aug 13, 2024 EDT
Google Security Operations - SOAR Developer
Earned Aug 13, 2024 EDT
Google Security Operations - Deep Dive
Earned Aug 13, 2024 EDT
Google Security Operations - Fundamentals
Earned Aug 13, 2024 EDT
Service Orchestration and Choreography on Google Cloud
Earned Aug 13, 2024 EDT
建立 Google Cloud 網路
Earned Aug 13, 2024 EDT
Level 2: Machine Learning and AI Skills
Earned Aug 12, 2024 EDT
Level 1: Application Development and Deployment
Earned Aug 11, 2024 EDT
Google Cloud 運算的基本概念：Cloud 運算基礎知識
Earned Aug 10, 2024 EDT
開始使用 Google Workspace 工具
Earned Aug 10, 2024 EDT
在 Google Cloud 實作 DevOps 工作流程
Earned Aug 9, 2024 EDT
在 Google Cloud 部署 Kubernetes 應用程式
Earned Aug 9, 2024 EDT
在 Google Cloud 儲存、處理與管理資料 - 指令列
Earned Aug 9, 2024 EDT
在 Google Cloud 設定應用程式開發環境
Earned Aug 9, 2024 EDT
為 Looker 資訊主頁和報表準備資料
Earned Aug 9, 2024 EDT
Google Cloud Compute 基本操作
Earned Aug 8, 2024 EDT
Put It All Together: Prepare for a Cloud Security Analyst Job
Earned Aug 8, 2024 EDT
The Arcade Base Camp August 2024
Earned Aug 7, 2024 EDT
The Arcade Trivia August 2024 Week 1
Earned Aug 7, 2024 EDT
[DEPRECATED] Building Complex End to End Self-Service Experiences in Dialogflow CX
Earned Aug 7, 2024 EDT
Google Cloud 基礎知識：核心基礎架構
Earned Aug 6, 2024 EDT
從 BigQuery 資料取得深入分析結果
Earned Aug 6, 2024 EDT
在 Google Cloud 為機器學習 API 準備資料
Earned Aug 6, 2024 EDT
Serverless Data Processing with Dataflow: Foundations
Earned Aug 6, 2024 EDT
Serverless Data Processing with Dataflow: Operations
Earned Aug 6, 2024 EDT
使用 Gemini：資安工程師
Earned Aug 6, 2024 EDT
使用 Gemini：雲端架構師
Earned Aug 6, 2024 EDT
透過 BigQuery 建構資料倉儲
Earned Aug 6, 2024 EDT
Build Streaming Data Pipelines on Google Cloud
Earned Aug 6, 2024 EDT
彈性的 Google Cloud 基礎架構：資源調度與自動化
Earned Aug 5, 2024 EDT
[Deprecated] Advanced Webhook Concepts
Earned Aug 5, 2024 EDT
[DEPRECATED] Advanced Performance Measurement
Earned Aug 4, 2024 EDT
Advanced Conversation Design
Earned Aug 4, 2024 EDT
Create Agents with Generative Playbooks
Earned Aug 4, 2024 EDT
[DEPRECATED] Webhook fundamentals
Earned Aug 4, 2024 EDT
Conversation Design Fundamentals
Earned Aug 4, 2024 EDT
[Deprecated] Virtual FAQ with data store agents
Earned Aug 3, 2024 EDT
DFCX Virtual Agent Delivery Framework
Earned Aug 3, 2024 EDT
[DEPRECATED] Agent Summarization (Custom)
Earned Aug 3, 2024 EDT
Customer Experience with Google AI Architecture
Earned Aug 3, 2024 EDT
Conversational AI and its Engagement Framework
Earned Aug 3, 2024 EDT
[DEPRECATED] Basic Performance Measurement
Earned Aug 3, 2024 EDT
負責任的 AI 技術：透過 Google Cloud 採用 AI 開發原則
Earned Aug 2, 2024 EDT
負責任的 AI 技術簡介
Earned Aug 2, 2024 EDT
生成式 AI 簡介
Earned Aug 2, 2024 EDT
Put It All Together: Prepare for a Cloud Data Analyst Job
Earned Aug 2, 2024 EDT
The Power of Storytelling: How to Visualize Data in the Cloud
Earned Aug 2, 2024 EDT
Data Management and Storage in the Cloud
Earned Aug 2, 2024 EDT
Google Cloud 運算的基本概念：Google Cloud 中的資料、機器學習和 AI
Earned Aug 1, 2024 EDT
Preparing for your Professional Cloud Architect Journey
Earned Jul 31, 2024 EDT
Google Cloud Big Data and Machine Learning Fundamentals
Earned Jul 31, 2024 EDT
Data Transformation in the Cloud
Earned Jul 29, 2024 EDT
Introduction to Data Analytics in Google Cloud
Earned Jul 27, 2024 EDT
Google Cloud 資料分析簡介
Earned Jul 27, 2024 EDT
Google Cloud Compute and Scalability for Azure Professionals
Earned Jul 26, 2024 EDT
Google Cloud IAM and Networking for Azure Professionals
Earned Jul 26, 2024 EDT
Developing Data Models with LookML
Earned Jul 25, 2024 EDT
Analyzing and Visualizing Data in Looker
Earned Jul 25, 2024 EDT
Build Batch Data Pipelines on Google Cloud
Earned Jul 24, 2024 EDT
Build Data Lakes and Data Warehouses on Google Cloud
Earned Jul 24, 2024 EDT
Preparing for your Professional Data Engineer Journey
Earned Jul 23, 2024 EDT
大型語言模型簡介
Earned Jul 13, 2024 EDT