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    Data Analyst Learning Path

    A Data Analyst gathers and analyzes data to identify trends and develops valuable insights to help solve problems and inform business decisions. They have skills in data cleansing, visualization, and analysis including an understanding of data ethics and tooling.

    school 12 项活动
    update 上次更新时间:2 months
    person 管理者:Google Cloud
    A Data Analyst gathers and analyzes data to identify trends and develops valuable insights to help solve problems. This learning path guides you through a curated collection of on-demand courses, labs, and skill badges that provide you with real-world, hands-on experience using Google Cloud technologies essential to the Data Analyst role. Once you complete the path, check out our catalog for 700+ labs and courses to keep going on your professional journey.
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    01

    Google Cloud 實作研究室導覽

    book 实验
    access_time 45 分钟
    show_chart 入门级

    在第一個實作研究室中,您會存取 Google Cloud 控制台並使用下列 Google Cloud 基本功能:專案、資源、IAM 使用者、角色、權限和 API。

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    02

    Introduction to Data Analytics on Google Cloud

    book 课程
    access_time 8 个小时
    show_chart 入门级

    This introductory course explores the basics of data analysis, including collection, storage, exploration, visualization, and sharing. This course also introduces Google Cloud's data analytics tools and services. Through video lectures, demos, quizzes, and hands-on labs, this course demonstrates how to...

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    03

    BigQuery for Data Analysts

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    access_time 10 个小时 30 分钟
    show_chart 中级

    This course is designed for data analysts who want to learn about using BigQuery for their data analysis needs. Through a combination of videos, labs, and demos, we cover various topics that discuss how to ingest, transform, and query your...

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    04

    Prepare Data for Looker Dashboards and Reports

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    access_time 4 个小时 45 分钟
    show_chart 入门级

    完成「Prepare Data for Looker Dashboards and Reports」技能徽章入門課程,即可證明您具備下列技能: 篩選、排序及透視資料、合併不同的 Looker 探索資料,以及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。 「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。 完成這個課程及結業評量挑戰研究室,即可取得技能徽章並與他人分享。

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    05

    Analyzing and Visualizing Data in Looker

    book 课程
    access_time 5 个小时 45 分钟
    show_chart 入门级

    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...

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    06

    Developing Data Models with LookML

    book 课程
    access_time 7 个小时
    show_chart 中级

    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...

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    07

    Derive Insights from BigQuery Data

    book 课程
    access_time 4 个小时 45 分钟
    show_chart 入门级

    完成 Derive Insights from BigQuery Data 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 Looker Studio 中 透過連結 BigQuery 資料建立報表。 「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。完成本技能徽章課程及結業評量挑戰 實驗室,即可取得技能徽章並與他人分享。

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    08

    Create ML Models with BigQuery ML

    book 课程
    access_time 5 个小时 30 分钟
    show_chart 中级

    「完成 Create ML Models with BigQuery ML 技能徽章中階課程,即可證明您具備下列技能: 使用 BigQuery ML 建立及評估機器學習模型,做出資料預測。 「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 本課程及結業評量挑戰研究室,即可取得技能徽章 並與他人分享。」

    开始学习课程

    09

    Manage Data Models in Looker

    book 课程
    access_time 7 个小时
    show_chart 中级

    Complete the intermediate Manage Data Models in Looker skill badge to demonstrate skills in the following: maintaining LookML project health; utilizing SQL runner for data validation; employing LookML best practices; optimizing queries and reports for performance; and implementing persistent derived...

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    10

    Applying Advanced LookML Concepts in Looker

    book 课程
    access_time 5 个小时 15 分钟
    show_chart 中级

    In this course, you will get hands-on experience applying advanced LookML concepts in Looker. You will learn how to use Liquid to customize and create dynamic dimensions and measures, create dynamic SQL derived tables and customized native derived tables, and...

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    11

    Boost Productivity with Gemini in BigQuery - 繁體中文

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    access_time 4 个小时
    show_chart 入门级

    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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    12

    Work with Gemini Models in BigQuery - 繁體中文

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    access_time 3 个小时
    show_chart 中级

    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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