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Hardik Garg

成为会员时间:2024

黄金联赛

88456 积分
在 Vertex AI 使用 Gemini API 探索生成式 AI Earned Sep 23, 2025 EDT
Cloud Run Functions: 3 Ways Earned Jun 2, 2025 EDT
開始使用 Dataplex Earned Jun 2, 2025 EDT
Get Started with Sensitive Data Protection Earned Jun 2, 2025 EDT
Skills Boost Arcade Certification Zone May 2025 Earned May 31, 2025 EDT
Skills Boost Arcade Trivia May 2025 Week 4 Earned May 18, 2025 EDT
Skills Boost Arcade Trivia May 2025 Week 3 Earned May 18, 2025 EDT
Skills Boost Arcade Trivia May 2025 Week 2 Earned May 18, 2025 EDT
Arcade NetworSkills Earned May 16, 2025 EDT
Google Cloud 基礎知識:核心基礎架構 Earned May 11, 2025 EDT
Manage Kubernetes in Google Cloud Earned May 11, 2025 EDT
Skills Boost Arcade Trivia May 2025 Week 1 Earned May 10, 2025 EDT
Skills Boost Arcade Trivia April 2025 Week 4 Earned Apr 21, 2025 EDT
Skills Boost Arcade Trivia April 2025 Week 3 Earned Apr 20, 2025 EDT
Skills Boost Arcade Trivia April 2025 Week 2 Earned Apr 20, 2025 EDT
Skills Boost Arcade Trivia April 2025 Week 1 Earned Apr 20, 2025 EDT
Level 3: The Arcade Quiz Earned Apr 6, 2025 EDT
Skills Boost Arcade Trivia March 2025 Week 4 Earned Mar 29, 2025 EDT
Skills Boost Arcade Trivia March 2025 Week 3 Earned Mar 28, 2025 EDT
Skills Boost Arcade Trivia March 2025 Week 2 Earned Mar 22, 2025 EDT
Skills Boost Arcade Trivia March 2025 Week 1 Earned Mar 9, 2025 EDT
Analyze BigQuery Data in Connected Sheets Earned Mar 9, 2025 EST
Skills Boost Arcade Trivia February 2025 Week 4 Earned Feb 28, 2025 EST
Skills Boost Arcade Trivia February 2025 Week 3 Earned Feb 23, 2025 EST
Skills Boost Arcade Trivia February 2025 Week 2 Earned Feb 17, 2025 EST
Skills Boost Arcade Trivia February 2025 Week 1 Earned Feb 6, 2025 EST
Skills Boost Arcade Trivia January 2025 Week 4 Earned Jan 25, 2025 EST
The Arcade Trivia January 2025 Week 3 Earned Jan 22, 2025 EST
Integrate BigQuery Data and Google Workspace using Apps Script Earned Jan 20, 2025 EST
在 Google Cloud 設定應用程式開發環境 Earned Jan 18, 2025 EST
The Arcade Trivia January 2025 Week 2 Earned Jan 18, 2025 EST
The Arcade Trivia January 2025 Week 1 Earned Jan 18, 2025 EST
The Arcade Base Camp January 2025 Earned Jan 15, 2025 EST
Tag and Discover BigLake Data Earned Dec 29, 2024 EST
Secure BigLake Data Earned Dec 14, 2024 EST
Monitoring in Google Cloud Earned Dec 14, 2024 EST
設定 Google Cloud 網路 Earned Dec 8, 2024 EST
在 Google Cloud 使用 Terraform 建構基礎架構 Earned Dec 8, 2024 EST
運用 Cloud Run 開發無伺服器應用程式 Earned Dec 8, 2024 EST
Build a Website on Google Cloud Earned Dec 7, 2024 EST
Implement CI/CD Pipelines on Google Cloud Earned Dec 6, 2024 EST
在 Google Cloud 部署 Kubernetes 應用程式 Earned Dec 5, 2024 EST
Snowflake to BigQuery Migration Earned Dec 5, 2024 EST
以串流方式將分析資料傳入 BigQuery Earned Nov 6, 2024 EST
App Engine: 3 Ways Earned Nov 4, 2024 EST
開始使用 Pub/Sub Earned Nov 4, 2024 EST
Gemini 和 Imagen 實務應用:建構 AI 應用程式 Earned Oct 29, 2024 EDT
在 Vertex AI 設計提示 Earned Oct 29, 2024 EDT
使用 Gemini:DevOps 工程師 Earned Sep 17, 2024 EDT
Modernize Infrastructure and Applications with Google Cloud Earned Sep 16, 2024 EDT
Trust and Security with Google Cloud Earned Sep 16, 2024 EDT
Scaling with Google Cloud Operations Earned Sep 16, 2024 EDT
Innovating with Google Cloud Artificial Intelligence Earned Sep 15, 2024 EDT
Digital Transformation with Google Cloud Earned Sep 15, 2024 EDT
Exploring Data Transformation with Google Cloud Earned Sep 15, 2024 EDT
Develop Advanced Enterprise Search and Conversation Applications Earned Sep 14, 2024 EDT
Integrate Vertex AI Search and Conversation into Voice and Chat Apps Earned Sep 14, 2024 EDT
DFCX Virtual Agent Delivery Framework Earned Sep 13, 2024 EDT
Intro to Conversational AI and Conversational AI Engagement Framework Earned Sep 13, 2024 EDT
Customer Engagement Suite with Google AI Architecture Earned Sep 12, 2024 EDT
Custom Search with Embeddings in Vertex AI Earned Sep 12, 2024 EDT
使用 Gemini:網路工程師 Earned Sep 12, 2024 EDT
使用 Gemini:數據資料學家和分析師 Earned Sep 12, 2024 EDT
Vector Search 和嵌入 Earned Sep 9, 2024 EDT
Implementing Generative AI with Vertex AI Earned Sep 9, 2024 EDT
建立圖像說明生成模型 Earned Sep 9, 2024 EDT
Transformer 和 BERT 模型 Earned Sep 7, 2024 EDT
Improving developer velocity with Gemini Code Assist Earned Sep 6, 2024 EDT
Building Gen AI Apps with Vertex AI: Prompting and Tuning Earned Sep 6, 2024 EDT
編碼器-解碼器架構 Earned Sep 6, 2024 EDT
注意力機制 Earned Sep 6, 2024 EDT
圖像生成簡介 Earned Sep 6, 2024 EDT
Text Prompt Engineering Techniques Earned Aug 30, 2024 EDT
Vertex AI Studio 簡介 Earned Aug 29, 2024 EDT
Gemini in Google Docs Earned Aug 28, 2024 EDT
Gemini in Gmail Earned Aug 28, 2024 EDT
Gemini in Google Drive Earned Aug 27, 2024 EDT
Gemini in Google Meet Earned Aug 27, 2024 EDT
Gemini in Google Slides Earned Aug 27, 2024 EDT
Generative AI Fundamentals Earned Aug 27, 2024 EDT
負責任的 AI 技術:透過 Google Cloud 採用 AI 開發原則 Earned Aug 27, 2024 EDT
負責任的 AI 技術簡介 Earned Aug 27, 2024 EDT
Generative AI for Business Leaders Earned Aug 27, 2024 EDT
Gemini in Google Sheets Earned Aug 27, 2024 EDT
使用 Gemini:端對端 SDLC Earned Aug 27, 2024 EDT
使用 Gemini:資安工程師 Earned Aug 27, 2024 EDT
使用 Gemini:雲端架構師 Earned Aug 27, 2024 EDT
Gemini for Google Workspace 簡介 Earned Aug 27, 2024 EDT

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。

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Earn a Introductory skill badge by completing the Cloud Run functions: 3 Ways course, where you learn how to use Cloud Run functions through the Google Cloud console and on the command line.

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完成「開始使用 Dataplex」技能徽章入門課程, 即可證明您具備下列技能:建立 Dataplex 資產、建立切面類型、 並將切面套用至 Dataplex 中的項目。

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Complete the introductory Get Started with Sensitive Data Protection skill badge course to demonstrate skills in the following: using Sensitive Data Protection services (including the Cloud Data Loss Prevention API) to inspect, redact, and de-identify sensitive data in Google Cloud.

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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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Hey there! You're invited to game on with Skills Boost Arcade Trivia for May 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 May Trivia Week 4 badge!

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Hey there! You're invited to game on with Skills Boost Arcade Trivia for May 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 May Trivia Week 3 badge!

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Hey there! You're invited to game on with Skills Boost Arcade Trivia for May 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 May Trivia Week 2 badge!

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Modern apps don’t just need to run—they need to run smart, fast, and secure. With these labs, you'll get hands-on with the foundational tools that power today's connected experiences. You'll configure VPC networks, manage identity with IAM and IAP, and monitor systems using Prometheus and Cloud Monitoring. You’ll also deploy serverless apps with Cloud Run and generate PDFs with Go. It’s everything you need to sharpen your networking know-how—fast!

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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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Complete the intermediate Manage Kubernetes in Google Cloud skill badge to demonstrate skills in the following: managing deployments with kubectl, monitoring and debugging applications on Google Kubernetes Engine (GKE), and continuous delivery techniques. 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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Hey there! You're invited to game on with Skills Boost Arcade Trivia for May 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 May Trivia Week 1 badge!

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Hey there! You're invited to game on with Skills Boost Arcade Trivia for April 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 April Trivia Week 4 badge!

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Hey there! You're invited to game on with Skills Boost Arcade Trivia for April 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 April Trivia Week 3 badge!

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Hey there! You're invited to game on with Skills Boost Arcade Trivia for April 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 April Trivia Week 2 badge!

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Hey there! You're invited to game on with Skills Boost Arcade Trivia for April 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 April Trivia Week 1 badge!

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Welcome to the Arcade Quiz, where every question is a chance to learn, explore, and challenge yourself. Explore a variety of intriguing topics, put your cloud knowledge to the test, and complete all the challenges to earn an exclusive Google Cloud Credential!

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Hey there! You're invited to game on with Skills Boost Arcade Trivia for March 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 March Trivia Week 4 badge!

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Hey there! You're invited to game on with Skills Boost Arcade Trivia for March 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 March Trivia Week 3 badge!

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Hey there! You're invited to game on with Skills Boost Arcade Trivia for March 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 March Trivia Week 2 badge!

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Hey there! You're invited to game on with Skills Boost Arcade Trivia for March 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 March Trivia Week 1 badge!

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Complete the Analyze BigQuery Data in Connected Sheets skill badge to demonstrate that you can use Connected Sheets to access, analyze, visualize, and share billions of rows of BigQuery data from your Google Sheets spreadsheet.

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Hey there! You're invited to game on with Skills Boost Arcade Trivia for February 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 February Trivia Week 4 badge!

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Hey there! You're invited to game on with Skills Boost Arcade Trivia for February 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 February Trivia Week 3 badge!

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Hey there! You're invited to game on with Skills Boost Arcade Trivia for February 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 February Trivia Week 2 badge!

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Hey there! You're invited to game on with Skills Boost Arcade Trivia for February 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 February Trivia Week 1 badge!

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Hey there! You're invited to game on with Skills Boost Arcade Trivia for January 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 January Trivia Week 4 badge!

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Hey there! You're invited to game on with the Arcade Trivia for January 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 January Trivia Week 3 badge!

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Earn a skill badge by completing the Integrate BigQuery Data and Google Workspace using Apps Script quest, where you learn ways to connect Workspace products with BigQuery by using App Sheet. 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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只要修完「在 Google Cloud 設定應用程式開發環境」課程,就能獲得技能徽章。 在本課程中,您將學會如何使用以下技術的基本功能,建構和連結以儲存空間為中心的雲端基礎架構:Cloud Storage、Identity and Access Management、Cloud Functions 和 Pub/Sub。

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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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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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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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Earn a skill badge by completing the Tag and Discover BigLake Data skill badge course, where you use BigQuery, BigLake, and Data Catalog within Dataplex to create, tag, and discover BigLake tables.

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Complete the introductory Secure BigLake Data skill badge course to demonstrate skills with IAM, BigQuery, BigLake, and Data Catalog within Dataplex to create and secure BigLake tables.

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Earn the introductory skill badge by completing the Monitoring in Google Cloud course, where you learn how to use Cloud Monitoring tools.

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完成「設定 Google Cloud 網路」課程,即可獲得技能徽章。 您將瞭解如何在 Google Cloud Platform 執行基本的網路工作,包括建立自訂網路、新增子網路防火牆規則,還有建立 VM 並測試 VM 之間的通訊延遲。 「技能徽章」是 Google Cloud 核發的獨家數位徽章, 用於肯定您在 Google Cloud 產品與服務方面的精熟技能, 並代表您已通過測驗, 能在互動式實作環境中應用相關知識。完成這個課程及結業評量挑戰實驗室, 即可取得數位徽章並與他人分享。

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完成「在 Google Cloud 使用 Terraform 建構基礎架構」技能徽章中階課程, 即可證明自己具備下列知識與技能:使用 Terraform 的基礎架構即程式碼 (IaC) 原則、運用 Terraform 設定佈建及管理 Google Cloud 資源、有效管理狀態 (本機和遠端),以及將 Terraform 程式碼模組化,以利重複使用和管理。

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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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Earn the introductory skill badge by completing the Build a Website on Google Cloud skill badge course. This course is based on the Get Cooking in Cloud series and covers`:`Deploying a website on Cloud RunHosting a web app on Compute EngineCreating, deploying, and scaling your website on Google Kubernetes EngineMigrating from a monolithic application to a microservices architecture using Cloud Build

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Earn the intermediate skill badge by completing the Implement CI/CD Pipelines on Google Cloud course where you will learn how to use Artifact Registry, Cloud Build, and Cloud Deploy. You will interact with the Cloud console, Google Cloud CLI, Cloud Run, and GKE. This course will teach you how to build continuous integration pipelines, store and secure artifacts, scan for vulnerabilities, attest to the validity of approved releases. Additionally, you'll get hands-on experience deploying applications to both GKE and Cloud Run. 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 skillbadge 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 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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This workload aims to upskill Google Cloud partners to perform specific tasks associated with priority workloads. Learners will perform the tasks of migrating data from Snowflake to BigQuery. Sample data will be used during the migration. Learners will complete several labs that focus on the process of transferring schema, data and related processes to corresponding Google Cloud products.There will be one or more challenge labs that will test the learners' understanding of the topics. "This learning path aims to upskill Google Cloud partners to perform specific tasks associated with priority workloads. Learners will perform the tasks of migrating data from Snowflake to BigQuery.

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完成「以串流方式將分析資料傳入 BigQuery」任務,即可獲得技能徽章。 您將結合使用 Pub/Sub、Dataflow 和 BigQuery,以串流方式傳送 資料以供分析。 「技能徽章」是 Google Cloud 核發的獨家數位徽章, 用於肯定您在 Google Cloud 產品和服務方面的精通程度, 代表您已通過測驗,能在互動式實作環境中應用相關 知識。完成這個技能徽章課程和結業評量挑戰實驗室之後, 即可取得技能徽章並與他人分享。

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Earn a skill badge by completing the App Engine`:` 3 ways course, where you learn how to use App Engine with Python, Go, and PHP.

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完成「開始使用 Pub/Sub」任務,即可獲得 技能徽章。 您將瞭解如何透過 Cloud 控制台使用 Pub/Sub,以及如何使用 Cloud Scheduler 工作節省心力,而 Pub/Sub Lite 則能為大量事件擷取作業。節省費用。 「技能徽章」是 Google Cloud 核發的獨家數位徽章, 用於肯定您在 Google Cloud 產品和服務方面的精通程度, 代表您已通過測驗,能在互動式實作環境中應用相關 知識。完成這個技能徽章課程和結業評量挑戰實驗室之後, 即可取得技能徽章並與他人分享。

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完成「Gemini 和 Imagen 實務應用:建構 AI 應用程式」技能徽章入門課程,即可證明您具備下列技能:圖片辨識、自然語言處理、 使用 Google 強大的 Gemini 和 Imagen 模型生成圖片,以及在 Vertex AI 平台上部署應用程式。

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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。 「技能徽章」是 Google Cloud 核發的獨家數位徽章, 用於肯定您在 Google Cloud 產品與服務方面的精通程度, 代表您已通過測驗,能在互動式實作環境中應用相關知識。完成 本課程及結業評量挑戰研究室,即可取得技能徽章 並與親友分享。

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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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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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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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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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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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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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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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In this course, you'll use text embeddings for tasks like classification, outlier detection, text clustering and semantic search. You'll combine semantic search with the text generation capabilities of an LLM to build Retrieval Augmented Generation (RAG) solutions, such as for question-answering systems, using Google Cloud's Vertex AI and Google Cloud databases.

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This course on Integrate Vertex AI Search and Conversation into Voice and Chat Apps is composed of a set of labs to give you a hands on experience to interacting with new Generative AI technologies. You will learn how to create end-to-end search and conversational experiences by following examples. These technologies complement predefined intent-based chat experiences created in Dialogflow with LLM-based, generative answers that can be based on your own data. Also, they allow you to porvide enterprise-grade search experiences for internal and external websites to search documents, structure data and public websites.

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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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This is an introductory course to all solutions in the Conversational AI portfolio and the Gen AI features that are available to transform them. The course also explores the business case around Conversational AI, and the use cases and user personas addressed by the solution. Please note Dialogflow CX was recently renamed to Conversational Agents and this course is in the process of being updated to reflect the new product name for Dialogflow CX.

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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. Please note Dialogflow CX was recently renamed to Conversational Agents and CCAI Insights was renamed to Conversational Insights.

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This course explores Google Cloud technologies to create and generate embeddings. Embeddings are numerical representations of text, images, video and audio, and play a pivotal role in many tasks that involve the identification of similar items, like Google searches, online shopping recommendations, and personalized music suggestions. Specifically, you’ll use embeddings for tasks like classification, outlier detection, clustering and semantic search. You’ll combine semantic search with the text generation capabilities of an LLM to build Retrieval Augmented Generation (RAG) systems and question-answering solutions, on your own proprietary data using Google Cloud’s Vertex AI.

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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,可協助網路工程師建立、更新及維護虛擬私有雲網路。您將瞭解如何透過提示讓 Gemini 為網路工作提供指引,獲得比搜尋結果更具體的資訊。在實作研究室中,您也會體驗到 Gemini 如何簡化 Google Cloud 虛擬私有雲網路的作業。 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,可協助分析客戶資料及預測產品銷售情形。您也會學習如何在 BigQuery 中使用客戶資料識別、分類及開發新客戶。透過使用實作研究室,您可以體驗 Gemini 如何改良資料分析和機器學習工作流程。 Duet AI 已更名為 Gemini,這是我們的新一代模型。

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這堂課程會介紹 AI 搜尋技術、工具和應用程式。主題涵蓋使用向量嵌入執行語意搜尋;結合語意和關鍵字做法的混合型搜尋機制;以及運用檢索增強生成 (RAG) 技術建構有基準的 AI 代理,盡可能減少 AI 幻覺。您可以實際使用 Vertex AI Vector Search,打造智慧型搜尋引擎。

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This course will help ML Engineers, Developers, and Data Scientists implement Large Language Models for Generative AI use cases with Vertex AI. The first two modules of this course contain links to videos and prerequisite course materials that will build your knowledge foundation in Generative AI. Please do not skip these modules. The advanced modules in this course assume you have completed these earlier modules.

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本課程說明如何使用深度學習來建立圖像說明生成模型。您將學習圖像說明生成模型的各個不同組成部分,例如編碼器和解碼器,以及如何訓練和評估模型。在本課程結束時,您將能建立自己的圖像說明生成模型,並使用模型產生圖像說明文字。

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這堂課程將說明變換器架構,以及基於變換器的雙向編碼器表示技術 (BERT) 模型,同時帶您瞭解變換器架構的主要組成 (如自我注意力機制) 和如何用架構建立 BERT 模型。此外,也會介紹 BERT 適用的各種任務,像是文字分類、問題回答和自然語言推論。課程預計約 45 分鐘。

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Learn how Gemini can revolutionize your ability to develop applications! This course helps developers go beyond the basics and learn how to integrate Gemini into their workflows.

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(This course was previously named Multimodal Prompt Engineering with Gemini and PaLM) This course teaches how to use Vertex AI Studio, a Google Cloud console tool for rapidly prototyping and testing generative AI models. You learn to test sample prompts, design your own prompts, and customize foundation models to handle tasks that meet your application's needs. Whether you are looking for text, chat, code, image or speech generative experiences Vertex AI Studio offers you an interface to work with and APIs to integrate your production application.

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本課程概要說明解碼器與編碼器的架構,這種強大且常見的機器學習架構適用於序列對序列的任務,例如機器翻譯、文字摘要和回答問題。您將認識編碼器與解碼器架構的主要元件,並瞭解如何訓練及提供這些模型。在對應的研究室逐步操作說明中,您將學習如何從頭開始使用 TensorFlow 寫程式,導入簡單的編碼器與解碼器架構來產生詩詞。

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本課程將介紹注意力機制,說明這項強大技術如何讓類神經網路專注於輸入序列的特定部分。此外,也將解釋注意力的運作方式,以及如何使用注意力來提高各種機器學習任務的成效,包括機器翻譯、文字摘要和回答問題。

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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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Text Prompt Engineering Techniques introduces you to consider different strategic approaches & techniques to deploy when writing prompts for text-based generative AI tasks.

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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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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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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 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。

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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 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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Earn a skill badge by passing the final quiz, you'll demonstrate your understanding of foundational concepts in generative AI. A skill badge is a digital badge issued by Google Cloud in recognition of your knowledge of Google Cloud products and services. Share your skill badge by making your profile public and adding it to your social media profile.

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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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A Business Leader in Generative AI can articulate the capabilities of core cloud Generative AI products and services and understand how they benefit organizations. This course provides an overview of the types of opportunities and challenges that companies often encounter in their digital transformation journey and how they can leverage Google Cloud's generative AI products to overcome these challenges.

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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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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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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。

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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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