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Ankur Gayen

Member since 2025

Bronze League

15193 points
Arcade Base Camp October 2026 Earned Oct 11, 2026 EDT
Arcade Trail: Automation and Analytics Earned Mar 21, 2026 EDT
Arcade Base Camp March 2026 Earned Mar 20, 2026 EDT
Arcade Voyage: AI and Cloud Deployment Earned Mar 20, 2026 EDT
使用 Google Cloud Speech API Earned Mar 15, 2026 EDT
Holi-istic Infrastructures Earned Mar 4, 2026 EST
Arcade March 2026 Sprint 4 Earned Mar 4, 2026 EST
Arcade March 2026 Sprint 3 Earned Mar 3, 2026 EST
Arcade March 2026 Sprint 2 Earned Mar 3, 2026 EST
Arcade March 2026 Sprint 1 Earned Mar 3, 2026 EST
[DEPRECATED] Designing Network Security in Google Cloud Earned Mar 2, 2026 EST
建立 Google Cloud 網路 Earned Mar 2, 2026 EST
建立您的第一個 Gemini Enterprise 應用程式 Earned Mar 2, 2026 EST
Google DeepMind:訓練小型語言模型 Earned Mar 1, 2026 EST
雲端架構:設計、實作與管理 Earned Mar 1, 2026 EST
Arcade Certification Zone February 2026 Earned Feb 28, 2026 EST
Arcade Trail: Application Development Earned Feb 28, 2026 EST
Arcade Voyage: Data Tools Earned Feb 28, 2026 EST
Arcade Base Camp February 2026 Earned Feb 25, 2026 EST
使用 Eventarc 建構事件導向應用程式 Earned Feb 21, 2026 EST
Essential Google Cloud CLI Tools Earned Feb 21, 2026 EST
From Foundations To Wonders Earned Feb 19, 2026 EST
Skills At The Pitch Earned Feb 16, 2026 EST
Arcade February 2026 Sprint 4 Earned Feb 13, 2026 EST
Arcade February 2026 Sprint 3 Earned Feb 9, 2026 EST
Arcade February 2026 Sprint 2 Earned Feb 8, 2026 EST
Arcade February 2026 Sprint 1 Earned Feb 5, 2026 EST
從 BigQuery 資料取得深入分析結果 Earned Feb 1, 2026 EST
在 Google Cloud 使用 TensorFlow 分類圖像 Earned Feb 1, 2026 EST
Google Skills Arcade Base Camp January 2026 Earned Jan 31, 2026 EST
Google Skills Arcade Certification Zone January 2026 Earned Jan 25, 2026 EST
使用 Security Command Center 緩解威脅及修復安全漏洞 Earned Jan 23, 2026 EST
生成式 AI 適用的機器學習運作 (MLOps) Earned Jan 22, 2026 EST
使用 Google API 分析語音和語言 Earned Jan 20, 2026 EST
使用 Google Cloud Managed Service for Prometheus 監控環境 Earned Jan 20, 2026 EST
Google Skills Arcade Trivia January 2026 Week 3 Earned Jan 18, 2026 EST
Google Skills Arcade Trivia January 2026 Week 4 Earned Jan 18, 2026 EST
Work Life Refresh Earned Jan 18, 2026 EST
Level 3: Applied Generative AI Earned Jan 11, 2026 EST
在 Google App Engine 上部署及管理應用程式 Earned Dec 16, 2025 EST
Google Skills Arcade Trivia December 2025 Week 3 Earned Dec 16, 2025 EST
Google Cloud Compute 基本操作 Earned Dec 16, 2025 EST
Google Skills Arcade Trivia December 2025 Week 2 Earned Dec 13, 2025 EST
在 Google Cloud 儲存、處理與管理資料 - 指令列 Earned Dec 13, 2025 EST
Google Skills Arcade Base Camp December 2025 Earned Dec 13, 2025 EST
Google Skills Arcade Trivia December 2025 Week 1 Earned Dec 12, 2025 EST
Gemini 和 Imagen 實務應用:建構 AI 應用程式 Earned Dec 5, 2025 EST
安全推送軟體 Earned Nov 30, 2025 EST
在 Agent Platform 設計提示 Earned Nov 30, 2025 EST
AI Boost Bites:電子郵件內容創作 Earned Nov 30, 2025 EST
AI Boost Bites:迅速建立文件 Earned Nov 30, 2025 EST
[DEPRECATED] AI Boost Bites: AI Power-Ups for Google Workspace Earned Nov 30, 2025 EST
AI Boost Bites:運用 AI 整理收件匣 Earned Nov 30, 2025 EST
AI Boost Bites:Gemini 簡報摘要 Earned Nov 30, 2025 EST
AI Boost Bites:無程式碼試算表和指令碼 Earned Nov 30, 2025 EST
AI Boost Bites:運用 AI 強化高階主管的社群影響力 Earned Nov 30, 2025 EST
AI Boost Bites:使用 Gemini Gems 生成給高階主管的摘要 Earned Nov 25, 2025 EST
AI Boost Bites:運用 Gemini 和 Apps Script 自動執行工作 Earned Nov 24, 2025 EST
[DEPRECATED] AI Boost Bites: "Eat the Frog" with NotebookLM Earned Nov 24, 2025 EST
在 Google Cloud 使用機器學習 API Earned Nov 24, 2025 EST
AI Boost Bites:Gemini 圖片轉試算表妙招 Earned Nov 23, 2025 EST
AI Boost Bites:找出策略漏洞 Earned Nov 23, 2025 EST
[DEPRECATED] AI Boost Bites: NotebookLM for Competitive Edge Earned Nov 23, 2025 EST
AI Boost Bites:使用自訂提示詞打造個人化體驗 Earned Nov 22, 2025 EST
AI Boost Bites:使用 Google 文件和雲端硬碟的內建 Gemini 進行重點摘要 Earned Nov 22, 2025 EST
AI Boost Bites:使用 Google Workspace,掌握撰寫提示詞的專業技巧 Earned Nov 22, 2025 EST
AI Boost Bites:使用 Gemini 輕鬆生成內容 Earned Nov 22, 2025 EST
[DEPRECATED] AI Boost Bites: Customer insights with NotebookLM Earned Nov 22, 2025 EST
AI Boost Bites:Gemini Gems - 最佳行銷幫手 Earned Nov 22, 2025 EST
透過 Gemini in BigQuery 提升工作效率 Earned Nov 22, 2025 EST
透過 BigQuery 機器學習執行推論作業 Earned Nov 9, 2025 EST
在 BigQuery 使用 Gemini 模型 Earned Oct 5, 2025 EDT
[DEPRECATED] 使用 Gemini:數據資料學家和分析師 Earned Oct 4, 2025 EDT
運用 BigQuery ML 建立機器學習模型 Earned Oct 4, 2025 EDT
管理 Google Cloud 中的 Kubernetes Earned Oct 3, 2025 EDT
使用 Gemini 和 Streamlit 開發生成式 AI 應用程式 Earned Oct 2, 2025 EDT
[DEPRECATED] 使用 Gemini:端對端 SDLC Earned Sep 2, 2025 EDT
在 Google Cloud 運用生成式 AI 翻新網站 Earned Sep 2, 2025 EDT
在 Google Cloud 打造生成式 AI 應用程式 Earned Aug 31, 2025 EDT
[DEPRECATED] 使用 Gemini:應用程式開發人員 Earned Aug 30, 2025 EDT
Managing Cloud Infrastructure with Terraform Earned Aug 6, 2025 EDT

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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Modern cloud teams rely on automation and strong platform knowledge to move faster and smarter. In this trail, you’ll deploy Kubernetes Load Balancers and Cloud SQL using Terraform, strengthen observability with Cloud Logging, and customize analytics experiences in Looker using Liquid. You’ll also put your knowledge to the test through role-based Arcade Quizzes — from Data Practitioner and Database Engineer to Workspace Administrator — sharpening both your technical confidence and real-world readiness.

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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!

Learn more

Over 85% of enterprises are accelerating AI and cloud adoption to stay ahead. In this voyage, you’ll prepare and protect data using Dataprep and the Cloud Data Loss Prevention API, scan for vulnerabilities, and validate workloads. You’ll also build and deploy modern applications using Cloud Build, GKE pipelines, App Engine Flexible, and Artifact Registry — while creating AI-powered solutions with Vertex AI, Gemini, and Speech-to-Text. Together, these labs help you secure data, deploy confidently, and build intelligent cloud applications at scale.

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完成「使用 Google Cloud Speech API」課程,即可獲得技能徽章。本課程將說明如何建立 Speech-to-Text API 要求、將音訊 及語音轉錄為文字。

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Holi is all about bringing different colors together — and that’s exactly what this challenge does with technology. You’ll package applications with Docker, manage deployments using Kubernetes Engine, secure access with IAM and VPN, and deploy apps on App Engine. You’ll also store data in Cloud Storage and explore how AI APIs can analyze, classify, and translate text. It’s a hands-on way to see how different cloud pieces come together to build something reliable, secure, and smart.

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This month's Arcade Sprint 4 is live! It's designed for quick learning. Since the labs are open all month, there's no rush; just jump in when you have the time. You'll earn 1 Arcade Point and a new skill with each step. It's that simple: grab your point and keep the momentum going!

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This month's Arcade Sprint 3 is live! It's designed for quick learning. Since the labs are open all month, there's no rush; just jump in when you have the time. You'll earn 1 Arcade Point and a new skill with each step. It's that simple: grab your point and keep the momentum going!

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This month's Arcade Sprint 2 is live! It's designed for quick learning. Since the labs are open all month, there's no rush; just jump in when you have the time. You'll earn 1 Arcade Point and a new skill with each step. It's that simple: grab your point and keep the momentum going!

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This month's Arcade Sprint 1 is live! It's designed for quick learning. Since the labs are open all month, there's no rush; just jump in when you have the time. You'll earn 1 Arcade Point and a new skill with each step. It's that simple: grab your point and keep the momentum going!

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Complete the advanced Designing Network Security in Google Cloud skill badge to demonstrate skills in the following: designing, configuring, and troubleshooting key security services including Next Generation Firewall (NGFW), Cloud DNS, and Cloud Armor. Skill badges validate your practical knowledge on specific products through hands-on labs and challenge assessments. Earn a badge by completing a course or jump straight into the challenge lab to get your badge today. Badges prove your proficiency, enhance your professional profile, and ultimately lead to increased career opportunities. Visit your profile to track badges you’ve earned.

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完成 建立 Google Cloud 網路 課程即可獲得技能徽章。這個課程將說明 部署及監控應用程式的多種方法,包括查看 IAM 角色及新增/移除 專案存取權、建立虛擬私有雲網路、部署及監控 Compute Engine VM、編寫 SQL 查詢、在 Compute Engine 部署及監控 VM,以及 使用 Kubernetes 透過多種方法部署應用程式。

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建立您的第一個 Gemini Enterprise 應用程式,獲得技能徽章!將各種資料來源連接到您的應用程式,建立強大的統合式搜尋和分析引擎。掌握 Deep Research 代理、多代理構思和 NotebookLM 等進階功能,進行重點分析。

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完成「Google DeepMind:訓練小型語言模型」技能徽章進階課程,即可證明您具備下列技能: 提出實際的語言模型研究問題、建構簡單的分詞器、準備資料集來訓練 Transformer 語言模型,以及執行小型語言模型的訓練迴圈。 註冊免付費訂閱方案,即可免付費使用這個實驗室。每個月還能獲得 35 點免付費抵免額!

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完成 雲端架構:設計、實作與管理 課程即可獲得 技能徽章,證明您具備下列技能: 使用 Apache 網路伺服器部署可公開存取的網站、使用開機指令碼設定 Compute Engine VM、 使用 Windows 防禦主機和防火牆規則設定安全的 RDP、建構 Docker 映像檔並部署至 Kubernetes 叢集,然後進行更新,以及建立 Cloud SQL 執行個體並匯入 MySQL 資料庫。 這個技能徽章課程是絕佳的 資源,可讓您瞭解Google Cloud 認證專業雲端架構師認證測驗涵蓋的主題。

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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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Developers using managed cloud services can reduce infrastructure management effort by up to 60%, allowing more time to focus on building features that matter. In this level, you’ll gain hands-on experience with Cloud SQL, containerized workloads, and cloud-native application development through the Arcade ACE App Dev series, helping you design, deploy, and manage scalable applications more efficiently.

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Getting started with cloud and data tools is all about building strong fundamentals. In this voyage, you’ll gain hands-on skills by working with Google Cloud APIs, Compute Engine, Cloud Storage, networking, and serverless services. You’ll also explore how to collect, validate, analyze, and visualize data using Google Sheets and Forms, while learning how to manage secure access with Vault policies. Together, these labs help you build confidence with core cloud services and everyday data workflows that support efficient, secure, and scalable solutions.

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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!

Learn more

完成「使用 Eventarc 建構事件導向應用程式」課程,即可獲得技能徽章。 在本課程中,您將使用 Eventarc 為不同資源 (包括 Pub/Sub 主題和 Cloud Storage bucket) 建立事件觸發條件。

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Master Google Cloud from your terminal! In this course you will rapidly learn essential gcloud command-line skills through short hands-on labs. Gain practical experience managing Compute Engine, Kubernetes Engine, networking, and BigQuery with gcloud; plus, efficient Cloud Storage management with gsutil. You'll finish the entire course in 75 minutes!

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As Pup and Kit move through the city between matches—booking plans on the fly, exploring structures built to last, and navigating busy streets—the story reflects what it takes to keep systems running smoothly behind the scenes. From securing storage and shaping networks to improving performance, reliability, and cost efficiency, these labs echo the quiet work that makes flexibility possible. Along the way, hands-on challenges and quizzes sharpen decision-making, so when it’s time for the next big play, everything is ready to perform.

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Pup and Kit’s World Cup journey highlights how the right skills quietly power great experiences. As they plan, adapt, and stay in sync using data, automation, and cloud-based tools, the story nudges you to step into their shoes and build those capabilities yourself. Each lab mirrors a moment from their adventure, encouraging you to explore, experiment, and strengthen skills that help you stay prepared, move faster, and make smarter choices-whatever the situation demands.

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This month's Arcade Sprint 4 is live! It's designed for quick learning. Since the labs are open all month, there's no rush; just jump in when you have the time. You'll earn 1 Arcade Point and a new skill with each step. It's that simple: grab your point and keep the momentum going!

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This month's Arcade Sprint 3 is live! It's designed for quick learning. Since the labs are open all month, there's no rush; just jump in when you have the time. You'll earn 1 Arcade Point and a new skill with each step. It's that simple: grab your point and keep the momentum going!

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This month's Arcade Sprint 2 is live! It's designed for quick learning. Since the labs are open all month, there's no rush; just jump in when you have the time. You'll earn 1 Arcade Point and a new skill with each step. It's that simple: grab your point and keep the momentum going!

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This month's Arcade Sprint 1 is live! It's designed for quick learning. Since the labs are open all month, there's no rush; just jump in when you have the time. You'll earn 1 Arcade Point and a new skill with each step. It's that simple: grab your point and keep the momentum going!

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完成 從 BigQuery 資料取得深入分析結果 技能徽章入門課程,即可證明您具備下列技能: 撰寫 SQL 查詢、查詢公開資料表、將樣本資料載入 BigQuery、使用 BigQuery 的查詢驗證工具 排解常見語法錯誤,以及在 Data Studio 中 透過連結 BigQuery 資料建立報表。

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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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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!

Learn more

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.

Learn more

完成使用 Security Command Center 緩解威脅及修復安全漏洞技能徽章中階課程,即可證明您具備下列技能: 防範及管理環境威脅、找出並修復應用程式安全漏洞,以及應對安全異常狀況。

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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。

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完成「使用 Google API 分析語音和語言」課程, 瞭解如何將 Natural Language API 和 Speech API 投入實際應用, 即可獲得技能徽章。

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完成使用 Google Cloud Managed Service for Prometheus 監控環境技能徽章課程,學習透過 Google Cloud Managed Service for Prometheus 監控 Kubernetes,即可獲得技能徽章。

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Hey there! You're invited to game on with Google Skills 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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Hey there! You're invited to game on with Google Skills 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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Setting goals is a big part of New Year resolutions—but sustaining a healthy work-life balance is what truly makes them stick. This challenge helps you organize your inbox, manage schedules, collaborate smoothly, and track work efficiently using Google Workspace tools. Start the year with better planning, clearer communication, and workflows that support productivity without burnout.

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Generative AI is quickly becoming a core part of modern cloud solutions. In this challenge, you’ll build applications using Gemini on Vertex AI for text embeddings, multimodal content generation, and text-to-image workflows, while also learning how to ingest data into BigQuery from Cloud Storage. You’ll then test your understanding through role-based Arcade quizzes designed for Workspace Administrators, Database Engineers, DevOps Engineers, and Digital Leaders—bringing together hands-on building and practical knowledge validation.

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完成「在 Google App Engine 上部署及管理應用程式」課程,即可獲得技能徽章。本課程將說明如何搭配 Python、Go 和 PHP 使用 App Engine。

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Hey there! You're invited to game on with Google Skills 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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完成「Google Cloud Compute 基本操作」任務, 學習如何在 Compute Engine 中使用虛擬機器 (VM)、永久磁碟 和網路伺服器,即可獲得技能徽章。

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Hey there! You're invited to game on with Google Skills 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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Cloud Storage、Cloud Functions 和 Cloud Pub/Sub 都是 Google Cloud Platform 服務, 可用於儲存、處理及管理資料。您可以整合運用這三種服務, 打造各式各樣的資料導向應用程式。您將在本次課程中 使用 Cloud Storage 儲存圖片、透過 Cloud Functions 處理圖片, 並利用 Cloud Pub/Sub 將圖片傳送至其他應用程式。

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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!

Learn more

Hey there! You're invited to game on with Google Skills 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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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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完成安全推送軟體技能徽章中階課程,即可證明自己精通 DevSecOps 原則,能主動將安全機制融入軟體開發生命週期 (SDLC)。 您將瞭解如何運用 Google Kubernetes Engine (GKE) 和 Cloud Run 安全部署容器映像檔、實作自動化安全漏洞掃描功能來主動找出風險,以及使用 Artifact Registry 簡化應用程式開發流程,同時兼顧安全性。此外,您還會學到如何整合 Cloud Build 來強化開發程序,以及實作許可控制政策,精細控管環境。

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完成 在 Agent Platform 設計提示 技能徽章入門課程,即可證明您具備下列技能: 在 Agent Platform 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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這部影片說明如何使用 Gmail 內建 Gemini 撰寫新郵件草稿、調整語氣、根據雲端硬碟檔案內容回覆,以及使用智慧回覆建議。

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這部影片說明如何使用 Google 文件中的「幫我建立」功能。這項功能會參考雲端硬碟中其他檔案的內容,生成已設定格式的完整文件。

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This video covers five key ways to use Google's AI tools, including Gemini in Workspace, the Gemini app, and NotebookLM, to enhance your daily productivity.

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這部影片說明如何使用 Gmail 內建 Gemini 歸納電子郵件重點、尋找資訊及草擬回覆,更有效率地管理收件匣。

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這部影片說明如何使用 Google 簡報內建 Gemini,自動生成會議回顧並草擬後續追蹤電子郵件,協助簡化會後流程並節省時間。

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這部影片將說明如何運用 Google 試算表中的 Gemini 進階 AI 功能,在幾分鐘內輕鬆提取資料並生成洞察,完全不需要任何技術或程式設計背景。

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這部影片將說明如何運用 Gemini Gem,以主管獨特的口吻撰寫真實自然的社群媒體貼文。瞭解如何運用寫作範例和明確指令訓練 Gem,克服擴大高階主管社群媒體影響力的難題。瞭解如何快速生成引人入勝的貼文,在節省時間的同時,強化思維領導力並確保真實性。

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這部影片將說明如何建立自己的 Brevity Gem,將雜亂的筆記或長篇文件轉化為簡潔明瞭的內容提要,方便高階主管查看。

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這部影片說明如何使用 Gemini 和 Apps Script,在 Google Workspace 中自動執行手動工作。您將學習如何提示 Gemini 生成 Apps Script 程式碼,在 Google 試算表中針對未標示為「完成」的工作,自動草擬電子郵件提醒。即使幾乎沒有技術專業知識,也能自動化工作流程,省下時間處理更重要的工作,不必再手動後續追蹤。

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This video covers how you can leverage Notebook LM to "eat the frog" on your to-do list by automating complex tasks like summarizing legislation and mapping services, saving you hours of work.

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完成「在 Google Cloud 使用機器學習 API」課程,即可獲得進階技能徽章。本課程說明以下機器學習和 AI 技術的基本功能: Cloud Vision API、Cloud Translation API 和 Cloud Natural Language API。

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這部影片將說明如何運用 Gemini 消除繁瑣的手動資料輸入作業。瞭解如何拍攝資料相片或螢幕截圖 (來自 PDF、紙本或圖片),並提示 Gemini 立即將資料轉換為結構化的 Google 試算表。瞭解這個簡單的訣竅,省下無數轉錄資料的時間,讓 Gemini 成為您的個人資料輸入助理。只要拍照、輸入提示,然後匯出即可!

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這部影片將說明如何運用 AI 找出策略中的弱點和隱藏假設。您將學到「找出漏洞」法,也就是透過 AI 提示詞,輕鬆對計畫進行壓力測試,找出漏洞並強化策略思維。

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This video will cover how to use NotebookLM to gather and analyze publicly available information, combine it with internal documents, and extract key competitive insights.

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這部影片說明如何在 Google Workspace 中,打造個人化 Gemini 搜尋結果。可瞭解如何使用「@」符號,將文件和研究論文直接納入提示,取得更符合需求的 AI 輸出內容。

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這部影片將說明如何使用 Gemini 重點摘要 Google Workspace 中的長篇文件,助您快速取得所需資訊並節省時間。您將瞭解如何使用 Gemini 摘要整份文件或所選文字,以及如何使用 雲端硬碟內建 Gemini 總結多個檔案。

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這部影片介紹提示工程的基本概念,協助您與 AI 有效互動。學習簡單的框架 (角色、任務、情境、格式),撰寫清晰的提示詞,讓 Gemini in Google Workspace 更快提供更優質的結果。瞭解如何使用自然語言、具體說明需求,以及透過反覆調整來獲得最佳 AI 輔助。

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這部影片將說明如何運用 Gemini 版 Google 文件的進階 AI 功能,發想點子、草擬各種行銷內容,並與團隊順暢協作。

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This video covers how NotebookLM can revolutionize customer insight gathering from call or chat transcripts. You'll learn to upload PDF transcripts of hundreds of conversations (even multilingual ones!) and quickly extract key themes, trending topics, and actionable insights without listening for hours. Discover how to save findings, share notebooks, and even generate interactive podcast summaries of your data.

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這部影片說明如何建立專屬的 Gemini Gem,運用進階 AI 功能自動處理重複性工作,大幅提升工作效率。

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本課程會說明 Gemini in BigQuery,這是一套由 AI 輔助的功能,可協助「從資料到 AI」的工作流程。這些功能包含資料探索和準備、程式碼生成和疑難排解,以及工作流程探索和視覺化。本課程將透過概念解說、應用實例和實作實驗室,協助資料從業人員提升工作效率,並加速開發 pipeline。

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瞭解如何將 BigQuery 機器學習用於推論、資料分析師應使用這項工具的原因、相關應用實例,以及支援的機器學習模型。您也將瞭解如何在 BigQuery 建立和管理這些機器學習模型。

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本課程將示範如何在 BigQuery 運用 AI/機器學行模型,以執行生成式 AI 任務。透過涉及顧客關係管理的應用實例,您將瞭解運用 Gemini 模型解決業務問題的工作流程。為了便於理解,本課程還提供了採用 SQL 查詢和 Python 筆記本的程式設計解決方案,指導您逐步操作。

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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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完成「運用 BigQuery ML 建立機器學習模型」技能徽章中階課程,即可證明您具備下列技能: 可使用 BigQuery ML 建立及評估機器學習模型,並根據資料進行預測。

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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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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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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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使用生成式 AI 為使用者提供更好的搜尋流程,強化網站的瀏覽體驗。在本課程中,您會瞭解如何使用 Vertex AI Search,讓網站使用者能享有生成式搜尋體驗,進一步發掘網站內容。身為網站編輯,您也會學習如何使用生成式 AI 輸出建議,迅速有效地翻譯及調整內容。

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大型語言模型 (LLM) 誕生之後,生成式 AI 應用程式帶來的嶄新使用者體驗,可說是幾乎前所未有。身為應用程式開發人員,您要如何在 Google Cloud,運用生成式 AI 建立出色的互動式應用程式? 本課程將帶您瞭解生成式 AI 應用程式,以及如何使用提示設計和檢索增強生成 (RAG),透過 LLM 建構強大的應用程式。我們也會介紹可用於正式環境的生成式 AI 應用程式架構。您將建構採用 LLM 和 RAG 的對話應用程式。

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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,可協助開發人員透過 Google Cloud 建構應用程式。您將瞭解如何透過提示讓 Gemini 為您解釋程式碼內容、推薦 Google Cloud 服務,以及生成應用程式的程式碼。在實作研究室中,您也會體驗到 Gemini 如何改良應用程式的開發工作流程。 Duet AI 已更名為 Gemini,這是我們的新一代模型。

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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.

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