Bhushan Kolse
Member since 2021
企業 AI 代理與用途
Earned Jul 14, 2026 EDT
建立您的第一個 Gemini Enterprise 應用程式
Earned Jul 14, 2026 EDT
AI 代理行為最佳化調整
Earned Feb 20, 2026 EST
使用 Agent Development Kit (ADK) 打造您的第一個 AI 代理
Earned Feb 20, 2026 EST
AI 代理基礎知識
Earned Feb 20, 2026 EST
Skills Boost Arcade Facilitator Program 2025
Earned Apr 6, 2025 EDT
Google Cloud Arcade Facilitator Program 2024
Earned Jul 18, 2024 EDT
開始使用 Google Kubernetes Engine
Earned Jul 9, 2024 EDT
建立 Google Cloud 網路
Earned Jul 8, 2024 EDT
彈性的 Google Cloud 基礎架構：資源調度與自動化
Earned Jul 7, 2024 EDT
重要的 Google Cloud 基礎架構：核心服務
Earned Jul 6, 2024 EDT
重要的 Google Cloud 基礎架構：基本概念
Earned Jul 6, 2024 EDT
在 Google Cloud 設定應用程式開發環境
Earned Jul 6, 2024 EDT
Build a Certification Study Guide: ACE Exam Prep
Earned Jul 5, 2024 EDT
The Arcade Trivia June 2024 Week 4
Earned Jun 26, 2024 EDT
Level 3: GenAIus Travels
Earned Jun 22, 2024 EDT
The Arcade Trivia June 2024 Week 3
Earned Jun 22, 2024 EDT
The Arcade Trivia June 2024 Week 2
Earned Jun 22, 2024 EDT
The Arcade Trivia June 2024 Week 1
Earned Jun 22, 2024 EDT
Level 3: GenAIus Registries
Earned May 31, 2024 EDT
The Arcade Trivia May 2024 Week 4
Earned May 30, 2024 EDT
The Arcade Trivia May 2024 Week 3
Earned May 30, 2024 EDT
The Arcade Trivia May 2024 Week 2
Earned May 29, 2024 EDT
The Arcade Trivia May 2024 Week 1
Earned May 28, 2024 EDT
Qwiklabs Trivia December 2023 Week 2
Earned Dec 15, 2023 EST
Qwiklabs Trivia December 2023 Week 3
Earned Dec 15, 2023 EST
Qwiklabs Trivia December 2023 Week 4
Earned Dec 15, 2023 EST
Qwiklabs Trivia December 2023 Week 1
Earned Dec 8, 2023 EST
使用 Apps Script 整合 BigQuery 資料與 Google Workspace
Earned Nov 2, 2023 EDT
在 Cloud Storage 建立安全的資料湖泊
Earned Nov 2, 2023 EDT
使用 Google Cloud 作業套件調度資源
Earned Nov 1, 2023 EDT
運用 Google Cloud 翻新基礎架構和應用程式
Earned Nov 1, 2023 EDT
運用 Google Cloud 探索資料轉換功能
Earned Nov 1, 2023 EDT
Level 2: Security and Monitoring
Earned Oct 28, 2023 EDT
Qwiklabs Trivia October 2023 Week 4
Earned Oct 28, 2023 EDT
Qwiklabs Trivia October 2023 Week 3
Earned Oct 18, 2023 EDT
Level 1: Data Analysis and Serverless Technologies
Earned Oct 13, 2023 EDT
Qwiklabs Trivia October 2023 Week 2
Earned Oct 10, 2023 EDT
搭配使用 API 和 Cloud Storage
Earned Oct 6, 2023 EDT
Level 3 GenAI: Prompt Engineering
Earned Oct 5, 2023 EDT
Qwiklabs Trivia October 2023 Week 1
Earned Oct 4, 2023 EDT
使用 Google Data Cloud 共用資料
Earned Sep 29, 2023 EDT
在 BigQuery 執行預測資料分析
Earned Sep 29, 2023 EDT
Looker 資料模型管理
Earned Sep 29, 2023 EDT
透過 Google Cloud 建構網站
Earned Sep 28, 2023 EDT
從 BigQuery 資料取得深入分析結果
Earned Sep 28, 2023 EDT
Level 2: BigQuery and BigLake Data Skills
Earned Sep 28, 2023 EDT
充實中繼資料及發掘 Lakehouse 資料
Earned Sep 28, 2023 EDT
Qwiklabs Trivia September 2023
Earned Sep 28, 2023 EDT
Level 1: Sports Data
Earned Sep 21, 2023 EDT
Vertex AI Studio 簡介
Earned Sep 16, 2023 EDT
建立圖像說明生成模型
Earned Sep 16, 2023 EDT
Transformer 和 BERT 模型
Earned Sep 16, 2023 EDT
注意力機制
Earned Sep 16, 2023 EDT
編碼器-解碼器架構
Earned Sep 16, 2023 EDT
圖像生成簡介
Earned Sep 16, 2023 EDT
在 Compute Engine 導入 Cloud Load Balancing
Earned Sep 13, 2023 EDT
在 Google Cloud 部署 Kubernetes 應用程式
Earned Sep 10, 2023 EDT
以串流方式將分析資料傳入 BigQuery
Earned Sep 10, 2023 EDT
DEPRECATED Networking Fundamentals on Google Cloud
Earned Sep 10, 2023 EDT
Google Cloud Compute 基本操作
Earned Sep 10, 2023 EDT
在連結試算表中分析 BigQuery 資料
Earned Sep 10, 2023 EDT
保護 Lakehouse 資料
Earned Sep 10, 2023 EDT
在 Google Cloud 實作 Sensitive Data Protection
Earned Sep 10, 2023 EDT
使用 Cloud Vision API 分析圖片
Earned Sep 10, 2023 EDT
監控及管理 Google Cloud 資源
Earned Sep 10, 2023 EDT
Level 3: GenAI
Earned Sep 10, 2023 EDT
使用 BigQuery ML 為預測模型進行資料工程
Earned Sep 1, 2023 EDT
建構安全的 Google Cloud 網路
Earned Sep 1, 2023 EDT
雲端架構：設計、實作與管理
Earned Aug 31, 2023 EDT
在 Google Cloud 實作 DevOps 工作流程
Earned Aug 31, 2023 EDT
使用 Firebase 開發無伺服器應用程式
Earned Aug 31, 2023 EDT
運用 BigQuery ML 建立機器學習模型
Earned Aug 31, 2023 EDT
在 Google Cloud 使用 Terraform 建構基礎架構
Earned Aug 30, 2023 EDT
負責任的 AI 技術：透過 Google Cloud 採用 AI 開發原則
Earned Aug 25, 2023 EDT
Generative AI Fundamentals - 繁體中文
Earned Aug 25, 2023 EDT
負責任的 AI 技術簡介
Earned Aug 25, 2023 EDT
大型語言模型簡介
Earned Aug 25, 2023 EDT
生成式 AI 簡介
Earned Aug 25, 2023 EDT
為 Looker 資訊主頁和報表準備資料
Earned Aug 25, 2023 EDT
Level 3: GenAI
Earned Aug 25, 2023 EDT
Level 2: Apps Script and Networks
Earned Aug 24, 2023 EDT
Qwiklabs Trivia August 2023
Earned Aug 22, 2023 EDT
Level 1: BigQuery ML, Cloud Architecture and Devops Skills
Earned Aug 21, 2023 EDT
Qwiklabs Trivia July 2023
Earned Jul 31, 2023 EDT
透過 BigQuery 建構資料倉儲
Earned May 7, 2023 EDT
在 Google Cloud 儲存、處理與管理資料 - 控制台
Earned May 7, 2023 EDT
Level 2: Data Exploration with Looker, BigQuery and Sheets
Earned Apr 22, 2023 EDT
Level 1: Managing Resources and Data in the Cloud
Earned Apr 20, 2023 EDT
MongoDB Atlas on Google Cloud
Earned Mar 9, 2023 EST
Beep Bop Boop: A chatbot challenge [Arcade]
Earned Mar 8, 2023 EST
Certification Replay [Arcade]
Earned Feb 26, 2023 EST
透過 Google Cloud 進行數位轉型
Earned Feb 16, 2023 EST
Google Cloud Big Data and Machine Learning Fundamentals - Locales
Earned Feb 16, 2023 EST
Google Cloud Fundamentals: Core Infrastructure - 繁體中文
Earned Feb 16, 2023 EST
Google Cloud Fundamentals for AWS Professionals
Earned Feb 16, 2023 EST
Google Cloud 基礎知識：核心基礎架構
Earned Feb 16, 2023 EST
[DEPRECATED] Google Cloud Big Data and Machine Learning Fundamentals
Earned Feb 15, 2023 EST
Better Together: A Google Cloud Partners Challenge
Earned Feb 13, 2023 EST
瞭解 AI 代理如何發揮更高的業務影響力，包括根據您的 KPI 規劃要使用的代理類型，以及探索能解決實際瓶頸的用途。您也將認識各種無程式碼到高程式碼解決方案，瞭解 Gemini Enterprise 如何協助建構和自動調度合適的代理。
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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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您已經成功打造第一個代理，是時候迎接更進階的挑戰。在本課程中，您將學習如何應用進階指令、選擇模型、建立規劃能力及結構化輸出模式，藉此將基本 AI 代理轉為高明又精確的助理，讓您的技能更上一層樓。加入社群論壇，提出問題並參與討論
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使用 Agent Development Kit (ADK) 建構、設定及執行您的第一個 AI 代理，將自身代理知識化為實際成果。
在這堂實作課程，您會設立完整的 ADK 開發環境，並使用 Python 程式碼和 YAML 設定打造代理，然後透過多個介面執行。您也會瞭解定義代理行為的核心參數，將課程 1 的學習成果轉化為實際運作的程式碼。
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本課程介紹 AI 代理的基礎知識，並探討代理的實際應用價值。代理可為開發人員、架構師和技術決策者奠定基礎，協助他們從目標導向的自主行為角度來理解 AI 系統。
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Now that you have found your seat as a Google Cloud Arcade Facilitator, it's time to claim your badge!
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Now that you have found your seat as a Google Cloud Arcade Facilitator, it's time to claim your badge!
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歡迎參加「開始使用 Google Kubernetes Engine」課程。Kubernetes 是位於應用程式和硬體基礎架構之間的軟體層。如果您對這項技術感興趣，這堂課程可以滿足您的需求。有了 Google Kubernetes Engine，您就能在 Google Cloud 中以代管服務的形式使用 Kubernetes。
本課程的目標在於介紹 Google Kubernetes Engine (常簡稱為 GKE) 的基本概念，以及如何將應用程式容器化，以便在 Google Cloud 中執行。課程首先會初步介紹 Google Cloud，隨後簡介容器、Kubernetes、Kubernetes 架構和 Kubernetes 作業。
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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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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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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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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，尤其側重於 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、虛擬機器和應用程式服務等基礎架構元件。您會瞭解如何透過控制台和 Cloud Shell 使用 Google Cloud。另外，您也能瞭解雲端架構師的職責、基礎架構設計方法，以及具備虛擬私有雲 (VPC)、專案、網路、子網路、IP 位址、路徑和防火牆規則的虛擬網路設定。
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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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Learn how to use Gemini Notebook to create a personalized study guide for the Associate Cloud Engineer certification exam.
You'll review Gemini Notebook features, create a notebook in Gemini Notebook , and learn how to use a study guide to practice for a certification exam.
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Hey there! You're invited to game on with the Arcade Trivia for June 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 June Trivia Week 4 badge!
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Excited to follow your favorite soccer/football stars on their next quest? Use GenAIus Travel Guides to learn how to interact with chat applications, master prompt engineering, understand the importance of context in AI, and work with Generative AI. Earn an exclusive Google Cloud Generative AI Credential and showcase your new skills! No prior experience needed!
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Hey there! You're invited to game on with the Arcade Trivia for June 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 June Trivia Week 3 badge!
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Hey there! You're invited to game on with the Arcade Trivia for June 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 June Trivia Week 2 badge!
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Hey there! You're invited to game on with the Arcade Trivia for June 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 June Trivia Week 1 badge!
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Today, developers need all the tools to shine. Artifact Registry is your one-stop shop for storing and managing your code. Learn how to start building your dream code and earn a Google Cloud Credential along the way!- No prior experience needed!
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Hey there! You're invited to game on with the 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 the 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 the 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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Hey there! You're invited to game on with the 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 Qwiklabs Trivia for December 2023! Play throughout the month and boost your cloud learning journey. This week, we're releasing a new set of questions to test your knowledge of Google Cloud Platform. Get started now and earn the December week 2 badge!
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Hey there! You're invited to game on with Qwiklabs Trivia for December 2023! Play throughout the month and boost your cloud learning journey. This week, we're releasing a new set of questions to test your knowledge of Google Cloud Platform. Get started now and earn the December week 3 badge!
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Hey there! You're invited to game on with Qwiklabs Trivia for December 2023! Play throughout the month and boost your cloud learning journey. This week, we're releasing a new set of questions to test your knowledge of Google Cloud Platform. Get started now and earn the December week 4 badge!
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Hey there! You're invited to game on with Qwiklabs Trivia for December 2023! Play throughout the month and boost your cloud learning journey. This week, we're releasing a new set of questions to test your knowledge of Google Cloud Platform. Get started now and earn the December week 1 badge!
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完成「使用 Apps Script 整合 BigQuery 資料與 Google Workspace」技能徽章入門課程，即可證明您瞭解如何透過 AppSheet 將 Workspace 產品連結至 BigQuery。
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完成「在 Cloud Storage 建立安全的資料湖泊」技能徽章入門課程，即可證明您具備下列技能： 保護及設定 Cloud Storage bucket、使用 Gemini 生成文字、管理 IAM 存取控管機制，以及建立 Knowledge Catalog 湖泊來治理資料。
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各種規模的機構都開始運用雲端的強大功能和靈活性，徹底改變營運方式。不過，有效管理及擴充雲端資源可能是相當複雜的工作。本課程將探討在雲端中的現代營運、可靠性和韌性的基礎概念，以及 Google Cloud 如何協助您達成這些目標。本課程是 Cloud Digital Leader 學習路徑的一部分，旨在促進個人職能發展，並打造企業的未來。
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許多傳統企業使用舊版系統和應用程式，無法滿足現今客戶的期望。企業主管經常需要在維護老舊的 IT 系統，以及投資新產品/服務之間做出選擇。本課程將探討這些挑戰，並提供解決方案，說明如何運用雲端技術克服難題。
本課程是 Cloud Digital Leader 學習路徑的一部分，旨在促進個人職能發展，並打造企業的未來。
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雲端技術是強大的資產，與資料搭配後，將成為創新和提升客戶體驗的催化劑。「運用 Google Cloud 探索資料轉換功能」課程將探討機構如何運用雲端，讓資料更易於存取、做為行動依據和更有價值。
這門課程是 Cloud Digital Leader 學習路徑的一部分，旨在協助個人在職務上成長，並打造企業的未來。
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Data protection is integral to the success of business operations in the cloud, which makes monitoring and security a necessity. It also makes these skills a safe bet towards building a cloud career. Game on to become a cloud guardian, protecting businesses and their digital assets with Google Cloud's powerful security tools and techniques - and earn a Google Cloud Credential that will fortify your security comprehension.
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Hey there! You're invited to game on with Qwiklabs Trivia for October 2023! Play throughout the month and boost your cloud learning journey. This week, we're releasing a new set of questions to test your knowledge of Google Cloud Platform. Get started now and earn the October week 4 badge!
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Hey there! You're invited to game on with Qwiklabs Trivia for October 2023! Play throughout the month and boost your cloud learning journey. This week, we're releasing a new set of questions to test your knowledge of Google Cloud Platform. Get started now and earn the October week 3 badge!
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'As businesses of all sizes move their operations to the cloud, the demand for cloud talent continues to grow. Want to be part of that talent pool? Game on to get familiar with data analysis and serverless technologies, and get your hands on a Google Cloud Credential that can help you stand out to potential employers. No prior experience required.'
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Hey there! You're invited to game on with Qwiklabs Trivia for October 2023! Play throughout the month and boost your cloud learning journey. This week, we're releasing a new set of questions to test your knowledge of Google Cloud Platform. Get started now and earn the October week 2 badge!
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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。
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"The future of innovation and problem-solving is now powered by generative AI, and GenAI is powered by prompts from humans like you. Whether you're an aspiring developer or a cloud enthusiast, Level3 - Gen AI will give you a deeper understanding of the best practices to get what you want and need through prompt engineering. Game on to get hands-on experience with Google Cloud's powerful Gen AI tools and techniques, and a chance to earn a Google Cloud Credential in this powerful and popular new field."
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Hey there! You're invited to game on with Qwiklabs Trivia for October 2023! Play throughout the month and boost your cloud learning journey. This week, we're releasing a new set of questions to test your knowledge of Google Cloud Platform. Get started now and earn the October week 1 badge!
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完成「使用 Google Data Cloud 共用資料」課程，即可獲得技能徽章。 在本課程中，您會透過 Google Cloud 資料共用合作夥伴， 使用專屬資料集進行數據分析， 獲得豐富的實務經驗。客戶訂閱這類資料後，即可在自家平台查詢， 並用自己的資料集補強。此外，也能使用圖表 工具，打造客戶專用的資訊主頁。
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完成在 BigQuery 執行預測資料分析技能徽章中階課程， 即可證明您具備下列技能：可匯入 CSV 和 JSON 檔案，在 BigQuery 建立資料集； 可運用 BigQuery 的強大功能與複雜的 SQL 分析概念，包括使用 BigQuery ML 根據足球賽事資料訓練出預期進球模型，評估世界盃進球的精彩程度。
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完成 Looker 資料模型管理技能徽章中階課程，即可證明您具備下列技能：維護 LookML 專案的健全性、運用 SQL Runner 驗證資料、採用 LookML 最佳做法、改良查詢及 報表，並執行永久衍生資料表和快取政策。
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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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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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As employers increasingly seek data experts on a global scale to solve real-world problems, we want you to stay ahead of the curve by acquiring the latest and most in-demand data skills. Game on to showcase your talent to the world by earning your first Google Cloud Credential!
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完成「充實中繼資料及發掘 Lakehouse 資料」技能徽章課程，即可證明您具備 BigQuery、 Lakehouse 和 Knowledge Catalog 的相關技能。您會建立 Lakehouse 資料表，並充實中繼資料管理和資料表資料探索功能。
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Welcome to Qwiklabs Trivia for September! Each week, we will release a new set of questions to test your knowledge. You will have opportunities to play throughout the month. Give your career a boost with hands-on experience on GCP and partner services and earn the September badge.
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The beautiful game is changing, and data science is playing a big role. Teams are now using data to make better decisions about everything, from player recruitment to game strategy. We invite you to get hands-on experience on the fundamentals of sports data science no matter who you're cheering for! Use BigQuery ML to train advanced models to predict goals and evaluate performance. Learn new skills and get started towards earning your first Google Cloud Credential. No prior experience required.
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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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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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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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完成「在 Compute Engine 導入 Cloud Load Balancing」技能徽章入門課程，即可證明您具備下列技能： 在 Compute Engine 建立及部署虛擬機器， 以及設定網路和應用程式負載平衡器。
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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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完成「以串流方式將分析資料傳入 BigQuery」課程，即可獲得技能徽章。 在此課程中，您將綜合應用 Pub/Sub、Dataflow 和 BigQuery，並以串流方式傳送 資料進行分析。
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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「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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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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完成「保護 Lakehouse 資料」技能徽章入門課程，即可證明您具備下列技能：在 Knowledge Catalog 中使用 IAM、BigQuery、 Lakehouse 和 Data Catalog，建立並保護 Lakehouse 資料表。
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完成 在 Google Cloud 實作 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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完成使用 Cloud Vision API 分析圖片課程，即可獲得技能徽章。本課程說明如何運用 Cloud Vision API 執行各種工作，包括擷取圖片中的文字。
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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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Recently, a McKinsey report found that Generative AI could add up to $4.4 trillion a year to the global economy, signaling an imminent surge in the demand for GenAI professionals. Now is the perfect time to get a head start and gain hands-on experience with Google Cloud's powerful GenAI tools and techniques, carefully designed to enhance your tech skills and set you on a promising course. Play now to be at the forefront of innovation, shaping the future with GenAI and earning your first Google Cloud GenAI game badge!
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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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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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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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完成 在 Google Cloud 實作 DevOps 工作流程 技能徽章中階課程， 即可證明您具備下列技能：建立與管理 Git 存放區、 在 Google Kubernetes Engine (GKE) 發布、管理和調度 Deployment， 以及建立 CI/CD 管道，自動建構容器映像檔與執行 GKE 部署作業。
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完成 使用 Firebase 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：使用 Firebase 架構及建構無伺服器的網頁應用程式、 運用 Firestore 管理資料庫、使用 Cloud Build 自動部署內容， 以及將 Google 助理功能整合至應用程式。
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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「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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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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完成「Introduction to Generative AI」、「Introduction to Large Language Models」和「Introduction to Responsible AI」課程，即可獲得技能徽章。通過最終測驗，就能展現您對生成式 AI 基本概念的掌握程度。
「技能徽章」是 Google Cloud 核發的數位徽章，用於表彰您對 Google Cloud 產品和服務的相關知識。您可以將技能徽章公布在社群媒體的個人資料中，向其他人分享您的成果。
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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。
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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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完成「為 Looker 資訊主頁和報表準備資料」技能徽章入門課程， 即可證明您具備下列技能：可篩選、排序和 pivot 資料、合併不同的 Looker 探索結果， 還能使用函式和運算子建構 Looker 資訊主頁和報表，取得資料分析結果和圖表。
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Recently, a McKinsey report found that Generative AI could add up to $4.4 trillion a year to the global economy, signaling an imminent surge in the demand for GenAI professionals. Now is the perfect time to get a head start and gain hands-on experience with Google Cloud's powerful GenAI tools and techniques, carefully designed to enhance your tech skills and set you on a promising course. Play now to be at the forefront of innovation, shaping the future with GenAI and earning your first Google Cloud GenAI game badge!
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For organisations to thrive in the digital world, it is important for them to have secured networks to protect sensitive data, prevent cyber threats and maintain customer trust. Learn the principles of network design, security and management and integrating BigQuery Data and Google Workspace using Apps Script. Gain hands-on experience with labs carefully designed to nurture and assess your tech skills and set you on a course to earn your first Google Cloud credential.
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Welcome to Qwiklabs Trivia for August! Each week, we will release a new set of questions to test your knowledge. You will have opportunities to play throughout the month. Give your career a boost with hands-on experience on GCP and partner services and earn the August badge.
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The world around us is changing and mastering future-driven technologies is the key to success. We want you to get started by learning a little of everything! Discover machine learning in data analysis, build scalable cloud solutions and accelerate software development that will shape the future. The possibilities in the Arcade are endless and all of those will lead you towards earning your first Google Cloud Credential. No prior experience required.
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Welcome to Qwiklabs Trivia for July! Each week, we will release a new set of questions to test your knowledge. You will have opportunities to play throughout the month. Give your career a boost with hands-on experience on GCP and partner services and earn the July badge.
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完成 透過 BigQuery 建構資料倉儲 技能徽章中階課程，即可證明您具備下列技能： 彙整資料以建立新資料表、排解彙整作業問題、利用聯集附加資料、建立依日期分區的資料表， 以及在 BigQuery 使用 JSON、陣列和結構體。
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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。在這個技能徽章課程中， 您將使用 Cloud Storage 儲存圖片、透過 Cloud Functions 處理， 並利用 Cloud Pub/Sub 將圖片傳送至其他應用程式。
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Description: According to IDC, by 2026, 7 PB of data will be generated per second globally. But what you *do* with the data is what matters. Data is the heart of digital transformation and offers incredible opportunities for organizations to accelerate the most strategic business outcomes, like revenue and productivity. Want to grow your skills and take advantage of the opportunity? Play now to get hands-on experience with Google Cloud's powerful data tools. Each lab teaches and tests your growing tech skills, and sets you on the path to your first Google Cloud credential.
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More than 90% of IT leaders say they're looking to grow their cloud environments in the next several years, yet more than 80% of those same leaders identified a lack of skills as a barrier to growth. This means that tech skills (particularly cloud skills!) are in high demand. Want to grow your skills and take advantage of the opportunity? Play now to get hands-on experience with Google Cloud. Each lab teaches and tests your growing tech skills, and sets you on the path to your first Google Cloud credential. No experience required.
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Discover the ease of an integrated multi-cloud database with data services that simplify database deployment and management. Get practical experience using MongoDB Atlas on Google Cloud and unlock the power of a flexible document data model that makes data easier to work with in a global, scalable, fully-managed, and elastic service. Level up and show off your skills during the MongoDB x Google Cloud Skills Boost Virtual Game Day. This is an interactive, challenge-based game that kicks off on March 8 and will be available through March 10. Come for the practical hands-on experience using MongoDB Atlas on Google Cloud and potentially win some prizes (cool swag kits and more!)*.
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Chatbots are becoming increasingly popular, and for good reason. They can provide a number of benefits to both businesses and consumers, from automating customer service, to collecting feedback and providing a more convenient way to get the information you need. They can also be used to save time and money by automating tasks like scheduling appointments or ordering products. Interested in exploring how chatbots can make your job (or future job) easier? Or just want a peek behind the chatbot tech curtain? This is the game for you!
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Is getting Google Cloud Certified on your 2023 to-do list? Pick up a few new data engineer and cloud developer skills, part of each respective learning path. You'll work with TensorFlow, Kubernetes, and more. Then put your new skills to the test to finish out the game! Don't forget to claim your skill badge progress when you're done.
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數位轉型是現代組織必經的關鍵旅程，而建立穩固的雲端運算基礎，是跨出有意義創新的第一步。本課程「透過 Google Cloud 進行數位轉型」，將會介紹核心技術和策略框架，協助組織革新營運方式，並探討基本的雲端概念、全球網路基礎架構和共同責任模式，幫助主管在雲端之路上自信前行。本課程是 Cloud Digital Leader 學習路徑的一部分，旨在促進個人職能發展，並打造企業的未來。
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This course, Google Cloud Big Data and Machine Learning Fundamentals - Locales, is intended for non-English learners. If you want to take this course in English, please enroll in Google Cloud Big Data and Machine Learning Fundamentals.
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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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研究室來介紹並比較 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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Google Cloud Fundamentals for AWS Professionals introduces important concepts and terminology for working with Google Cloud. Through videos and hands-on labs, this course presents and compares many of Google Cloud's computing and storage services, along with important resource and policy management tools.
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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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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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Entering the world of cloud computing? You don't have to go alone. Google Cloud partners can help you skip the guesswork and get the most value out of Google Cloud. In today's game, you'll learn how to work with tools and tech from partners like Cisco, Redis, Apache, NetApp, Striim, and Datadog.
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