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Harini Ganga

Member since 2025

Diamond League

33669 points
Google Cloud 資料分析功能簡介 Earned Apr 10, 2026 EDT
Google Cloud 的 AI 和機器學習服務簡介 Earned Nov 5, 2025 EST
Google Cloud 中的資料工程簡介 Earned Nov 4, 2025 EST
基本概念：基礎架構 Earned Nov 4, 2025 EST
從 BigQuery 資料取得深入分析結果 Earned Oct 31, 2025 EDT
在 Google Cloud 實作 Cloud 安全防護措施：基礎知識 Earned Oct 23, 2025 EDT
Data Migration Tool Earned Oct 22, 2025 EDT
Looker Studio Essentials Earned Oct 14, 2025 EDT
Introduction to Looker Earned Sep 1, 2025 EDT
Develop Data Models with LookML in Looker Earned Aug 19, 2025 EDT
Administer Looker Environments Earned Aug 18, 2025 EDT
Case Studies Earned Aug 14, 2025 EDT
Delivery Shadowing Earned Aug 14, 2025 EDT
Technology + Within the UI Earned Aug 13, 2025 EDT
Technology + Beyond the UI Earned Aug 13, 2025 EDT
Achieving Business Outcomes with Looker Earned Aug 13, 2025 EDT
Driving Data Culture and Designing Dashboards Earned Aug 13, 2025 EDT
Version Control and Caching Earned Aug 13, 2025 EDT
在 Looker 應用進階 LookML 概念 Earned Aug 13, 2025 EDT
Looker Services Knowledge Test Earned Aug 12, 2025 EDT
Developing Data Models with LookML Earned Aug 12, 2025 EDT
Extends to Keep LookML DRY Earned Aug 12, 2025 EDT
Liquid Templates and Parameters Earned Aug 12, 2025 EDT
Building Reports in Looker Earned Aug 12, 2025 EDT
Admin Roles and Folder Access Earned Aug 12, 2025 EDT
The Modern Data Platform and LookML Earned Aug 12, 2025 EDT
Understanding LookML in Looker Earned Aug 12, 2025 EDT
Looker 資料模型管理 Earned Aug 12, 2025 EDT
在 Looker 建構 LookML 物件 Earned Aug 11, 2025 EDT
為 Looker 資訊主頁和報表準備資料 Earned Aug 6, 2025 EDT
在 Agent Platform 設計提示 Earned Jul 31, 2025 EDT
負責任的 AI 技術：透過 Google Cloud 採用 AI 開發原則 Earned Jul 29, 2025 EDT
負責任的 AI 技術簡介 Earned Jul 28, 2025 EDT
大型語言模型簡介 Earned Jul 28, 2025 EDT
Table Calculations, Pivots, and Visualizations Earned Jul 9, 2025 EDT
生成式 AI 簡介 Earned Jul 8, 2025 EDT
Analyzing and Visualizing Data in Looker Earned Jul 8, 2025 EDT
Looker Explained Earned Jul 2, 2025 EDT

這是 Google Cloud 資料分析專業證書五堂課程中的第一堂。在本課程中，您將瞭解雲端資料分析領域的定義，並說明雲端資料分析師在資料擷取、儲存、處理和視覺化方面的角色與職責。您將瞭解 BigQuery 和 Cloud Storage 等 Google Cloud 工具的架構，以及如何運用這些工具有效組織、呈現及彙整資料。

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本課程介紹 Google Cloud 的 AI 和機器學習 (ML) 功能，著重說明如何開發生成式和預測式 AI 專案。我們也會探討「從資料到 AI」整個生命週期都適用的技術、產品和工具，並透過互動式練習，協助資料科學家、AI 開發人員和機器學習工程師精進專業知識。

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在本課程中，您會學到 Google Cloud 上的資料工程、資料工程師的角色與職責，以及這些內容如何對應至 Google Cloud 提供的服務。您也將瞭解處理資料工程難題的許多方法。

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如果您是剛起步的雲端開發人員， 想在 Google Cloud Essentials 外獲得更多實作經驗，歡迎參加本課程。您將透過實作實驗室， 深入瞭解 Cloud Storage 和其他重要應用程式服務，例如： Monitoring 和 Cloud Functions。您將習得 在任何 Google Cloud 專案都適用的寶貴技能。

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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 實作 Cloud 安全防護措施：基礎知識 技能徽章中階課程， 即可證明您具備下列技能：運用 Identity and Access Management (IAM) 建立及指派角色、 建立及管理服務帳戶、啟用虛擬私有雲 (VPC) 網路中的私人連線、 運用 Identity-Aware Proxy 限制應用程式存取權、 運用 Cloud Key Management Service (KMS) 管理金鑰和已加密資料，以及建立私人 Kubernetes 叢集。

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This workload aims to upskill Google Cloud partners to perform specific tasks associated with migrating from an Enterprise Data Warehouse (EDW) to BigQuery using the DMT tool and sample data. Learners will complete a lab that uses the DMT tool to transfer schema and data from Teradata to BigQuery.

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This course provides an introduction to Looker Studio’s powerful features for data visualization and reporting. Learn to transform raw data into insightful reports by mastering various visualization options, connecting to diverse data sources, and implementing interactive controls such as filters. Explore data blending techniques to combine information from multiple sources and unlock deeper insights. Through hands-on exercises you'll gain the skills to create compelling, dynamic reports that effectively communicate data-driven stories.

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In this introductory course, you'll learn how Looker can help you explore, analyze, and visualize your data to drive better decisions. Through a combination of video lectures and demos, you'll discover how to connect to various data sources, build interactive dashboards, and perform effective data analysis. Whether you're a data analyst, BI analyst, data scientist or business user, this course will equip you with the foundational knowledge to start using Looker effectively, regardless of your background.

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This challenge lab tests your LookML expertise in Looker. Successfully complete it to earn a badge and demonstrate your ability to develop and manage LookML models. Before starting this challenge lab skill badge, please review the following: For learners new to Looker: Proficiency in SQL is a key prerequisite for this LookML lab. Course: Developing Data Models in LookML Course: Analyzing and Visualizing Data in Looker Or the learners can complete the below Learning paths on Looker: BI & Analytics with Looker Looker Business Intelligence

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This challenge lab is designed to test your expertise in administering Looker (Google Cloud core). By completing this lab, you will demonstrate your ability to perform key administrative tasks and earn a badge showcasing your Looker proficiency. Before starting this challenge lab skill badge, please review the following: For learners new to Looker: Course: Developing Data Models in LookML Course: Analyzing and Visualizing Data in Looker Or the learners can complete the below Learning paths on Looker: BI & Analytics with Looker Looker Business Intelligence

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By the end of this course, you should feel confident employing technical concepts to fulfill business requirements and be familiar with common complex design patterns.

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In this course, you shadow a series of client meetings led by a Looker Professional Services Consultant.

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Develop technical skills beyond LookML along with basic administration for optimizing Looker instances

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In this course you will discover additional tools for your toolbox for working with complex deployments, building robust solutions, and delivering even more value.

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In this course, we’ll show you how organizations are aligning their BI strategy to most effectively achieve business outcomes with Looker. We'll follow four iterative steps: Plan, Build, Launch, Grow, and provide resources to take into your own services delivery to build Looker with the goal of achieving business outcomes.

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This course provides an iterative approach to plan, build, launch, and grow a modern, scalable, mature analytics ecosystem and data culture in an organization that consistently achieves established business outcomes. Users will also learn how to design and build a useful, easy-to-use dashboard in Looker. It assumes experience with everything covered in our Getting Started with Looker and Building Reports in Looker courses.

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This course aims to introduce you to the basic concepts of Git: what it is and how it's used in Looker. You will also develop an in-depth knowledge of the caching process on the Looker platform, such as why they are used and why they work

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在本課程中，您將透過實際操作，瞭解如何在 Looker 應用進階 LookerML 概念。您將學習如何使用 Liquid 自訂和建立動態維度 和測量指標、建構動態 SQL 衍生資料表和自訂的原生衍生資料表， 並運用擴充參數將 LookML 程式碼模組化。

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IMPORTANT NOTE: There are only 2 attempts allowed for the knowledge test. If you don't pass you have to wait 14 days before your second and final attempt. Preparation and study are essential. Looker Services Knowledge Test: This comprehensive test validates advanced proficiency in Looker administration and development. Candidates will demonstrate their ability to: Administer and Maintain Looker Instances: Provision and configure Looker Cloud Core, establish database connections, manage authentication and authorization, analyze performance, and integrate with Google Cloud services. Develop and Optimize LookML Models: Design and implement complex LookML models, create derived tables, optimize performance, utilize Looker Marketplace blocks, manage Git deployments, and troubleshoot LookML and SQL errors. This advanced certification requires existing badge holders to re-validate their skills on the updated LookML content. For learners familiar with Looker: If you're familiar with Looker t…

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This course empowers you to develop scalable, performant LookML (Looker Modeling Language) models that provide your business users with the standardized, ready-to-use data that they need to answer their questions. Upon completing this course, you will be able to start building and maintaining LookML models to curate and manage data in your organization’s Looker instance.

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Hands on course covering the main uses of extends and the three primary LookML objects extends are used on as well as some advanced usage of extends.

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In this course you will discover Liquid, the templating language invented by Shopify and explore how it can be used in Looker to create dynamic links, content, formatting, and more.

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This course is designed for Looker users who want to create their own ad-hoc reports. It assumes experience of everything covered in our Get Started with Looker course (logging in, finding Looks & dashboards, adjusting filters, and sending data)

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This course is designed to teach you about roles, permission sets and model sets. These are areas that are used together to manage what users can do and what they can see in Looker.

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This course provides an introduction to databases and summarized the differences in the main database technologies. This course will also introduce you to Looker and how Looker scales as a modern data platform. In the lessons, you will build and maintain standard Looker data models and establish the foundation necessary to learn Looker's more advanced features.

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In this quest, you will get hands-on experience with LookML in Looker. You will learn how to write LookML code to create new dimensions and measures, create derived tables and join them to Explores, filter Explores, and define caching policies in LookML.

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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「在 Looker 建構 LookML 物件」技能徽章入門課程， 即可證明您具備下列技能： 建立新的維度和測量指標、檢視畫面和衍生資料表；根據需求設定測量指標篩選器和類型； 更新維度和測量指標； 建構及調整「探索」；將檢視表彙整至現有「探索」；以及配合業務需求決定要建立哪些 LookML 物件。

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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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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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隨著企業持續擴大使用人工智慧和機器學習，以負責任的方式發展相關技術也日益重要。對許多企業來說，談論負責任的 AI 技術可能不難，如何付諸實行才是真正的挑戰。如要瞭解如何在機構中導入負責任的 AI 技術，本課程絕對能助您一臂之力。 您可以從中瞭解 Google Cloud 目前採取的策略、最佳做法和經驗談，協助貴機構奠定良好基礎，實踐負責任的 AI 技術。

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這個入門微學習課程主要介紹「負責任的 AI 技術」和其重要性，以及 Google 如何在自家產品中導入這項技術。本課程也會說明 Google 的 7 個 AI 開發原則。

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這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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This course reviews the processes for creating table calculations, pivots and visualizations

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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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In this course, you learn how to do the kind of data exploration and analysis in Looker that would formerly be done primarily by SQL developers or analysts. Upon completion of this course, you will be able to leverage Looker's modern analytics platform to find and explore relevant content in your organization’s Looker instance, ask questions of your data, create new metrics as needed, and build and share visualizations and dashboards to facilitate data-driven decision making.

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By the end of this course, you should be able to articulate Looker's value propositions and what makes it different from other analytics tools in the market. You should also be able to explain how Looker works, and explain the standard components of successful service delivery.

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