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Indranil Roy

成为会员时间：2023

Launching into Machine Learning Earned Jan 15, 2025 EST
Google Cloud 的 AI 和機器學習服務簡介 Earned Jan 8, 2025 EST
Tag and Discover BigLake Data Earned Nov 13, 2024 EST
Google Cloud Compute 基本操作 Earned Nov 13, 2024 EST
Use APIs to Work with Cloud Storage Earned Nov 13, 2024 EST
Implement CI/CD Pipelines on Google Cloud Earned Nov 13, 2024 EST
Cloud Speech API：3 種應用 Earned Nov 4, 2024 EST
開始使用 Pub/Sub Earned Oct 31, 2024 EDT
Analyze Images with the Cloud Vision API Earned Oct 30, 2024 EDT
在 Google Cloud 儲存、處理與管理資料 - 控制台 Earned Oct 30, 2024 EDT
Configure your Workplace: Google Workspace for IT Admins Earned Oct 30, 2024 EDT
Deploying Search and Chat Apps using Agent Builder Earned Oct 25, 2024 EDT
Integrate Vertex AI Search and Conversation into Voice and Chat Apps Earned Oct 25, 2024 EDT
Get Started with Looker Earned Oct 24, 2024 EDT
在 Google 試算表使用函式、公式及圖表 Earned Oct 24, 2024 EDT
Analyze Speech and Language with Google APIs Earned Oct 22, 2024 EDT
注意力機制 Earned Oct 19, 2024 EDT
Text Prompt Engineering Techniques Earned Oct 19, 2024 EDT
Generative AI for Business Leaders Earned Oct 19, 2024 EDT
Use Machine Learning APIs on Google Cloud Earned Oct 19, 2024 EDT
Vertex AI Studio 簡介 Earned Oct 17, 2024 EDT
負責任的 AI 技術：透過 Google Cloud 採用 AI 開發原則 Earned Oct 17, 2024 EDT
App Building with AppSheet Earned Oct 17, 2024 EDT
負責任的 AI 技術簡介 Earned Oct 16, 2024 EDT
Generative AI Fundamentals Earned Oct 16, 2024 EDT
開始使用 Google Workspace 工具 Earned Oct 16, 2024 EDT
Vector Search 和嵌入 Earned Aug 2, 2024 EDT

The course begins with a discussion about data: how to improve data quality and perform exploratory data analysis. We describe Vertex AI AutoML and how to build, train, and deploy an ML model without writing a single line of code. You will understand the benefits of Big Query ML. We then discuss how to optimize a machine learning (ML) model and how generalization and sampling can help assess the quality of ML models for custom training.

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本課程介紹 Google Cloud 中的 AI 和機器學習 (ML) 服務。這些服務可建構預測式和生成式 AI 專案。我們將帶您探索「從資料到 AI」生命週期中適用的技術、產品和工具，包括 AI 基礎、開發選項及解決方案。課程目的是藉由生動的學習體驗與實作練習，增進數據資料學家、AI 開發人員和機器學習工程師的技能與知識。

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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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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。 「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。完成這個技能徽章課程和結業評量挑戰實驗室之後， 即可取得數位徽章並與他人分享。

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Complete the introductory Use APIs to Work with Cloud Storage skill badge to demonstrate skills in the following: using APIs to work with Cloud Storage resources, including the Cloud Storage API.

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Earn the intermediate skill badge by completing the Implement CI/CD Pipelines on Google Cloud skill badge course where you learn how to use Artifact Registry, Cloud Build, and Cloud Deploy. You interact with the Google Cloud console, Google Cloud CLI, Cloud Run, and GKE. This course teaches you how to build continuous integration pipelines, store and secure artifacts, scan for vulnerabilities, attest to the validity of approved releases. Additionally, you get hands-on experience deploying applications to both GKE and Cloud Run.

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完成「Cloud Speech API：3 種應用」課程，瞭解如何使用語音相關 API 工具合成及轉錄語音， 即可獲得入門級技能徽章。

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完成「開始使用 Pub/Sub」任務，即可獲得 技能徽章。 技能徽章課程，您將瞭解如何透過 Cloud 控制台使用 Pub/Sub、 如何使用 Cloud Scheduler 工作節省心力，並透過 Pub/Sub Lite 節省擷取大量事件 的費用。

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Earn a skill badge by completing the Analyze Images with the Cloud Vision API quest, where you discover how to leverage the Cloud Vision API for various tasks, including extracting text from images.

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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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Earn a skill badge by completing the Configure your Workplace: Google Workspace for IT Admins quest, where you will get try out the Admin role for Workspace and learn to provision Groups, manage applications, security, and manage Meet. 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 the skill badge quest, and final assessment challenge lab, to receive a digital badge that you can share with your network.

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This quest will test your ability to create and deploy both Search applications and Chatbots using Vertex AI Agent Builder and Dialgflow. You will also be tasked with implementing a custom RAG system that uses the Discovery API to query a Vertex AI Data Store and use Gemini to answer user questions. You will use the following technologies and Google Cloud services: Vertex AI Agent Builder Search Apps Agents Gemini The assessment is divided into three main tasks: Building and deploying a Website Search App Deploying a Chatbot built using Vertex AI Agent Builder Creating a Custom Q&A Solution using the Discovery API

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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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Earn a skill badge by completing the Get Started with Looker skill badge course, where you learn how to analyze, visualize, and curate data using Looker Studio and Looker.

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完成 在 Google 試算表使用函式、 公式及圖表 任務，即可獲得技能徽章。這項中級任務說明如何運用函式分析資料， 並以圖表呈現。您會學到如何搜尋、 驗證、呈現資料，以及如何設定資料的格式。「技能徽章」是 Google Cloud 核發的 獨家數位徽章，用於肯定您對於 Google Cloud 產品與服務的精通程度。 獲得技能徽章代表您已通過測驗，能在互動式實作環境 應用相關知識。完成技能徽章任務和結業評量挑戰實驗室之後， 即可取得數位徽章並與他人分享。

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Earn a skill badge by completing the Analyze Speech and Language with Google APIs quest, where you learn how to use the Natural Language and Speech APIs in real-world settings.

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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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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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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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Earn the advanced skill badge by completing the Use Machine Learning APIs on Google Cloud course, where you learn the basic features for the following machine learning and AI technologies: Cloud Vision API, Cloud Translation API, and Cloud Natural Language API.

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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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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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Earn a skill badge by completing the App Building with AppSheet course, where you learn how to build, configure, and publish apps using AppSheet.

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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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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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完成「開始使用 Google Workspace 工具」課程，即可獲得入門級技能徽章。本課程將介紹 Google 的協作平台， 帶您瞭解如何使用 Gmail、日曆、Meet、雲端硬碟、試算表和 AppSheet。

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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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