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Data Analyst Learning Path

school 12 activities
update Last updated 10 months
person Managed by Google Cloud
Data Analyst 负责收集和分析数据,以识别趋势并发掘具有价值的数据洞见,从而帮助解决问题。此学习路线将指引您完成一系列精选点播课程和实验并赢取技能徽章,您可以从中获得对 Data Analyst 角色至关重要的 Google Cloud 技术实操经验。完成此路线后,不妨浏览目录中其余的 700 多个实验和课程,继续推进您的专业发展历程。
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01

“Google Cloud 导览”实操实验

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access_time 45 分钟
show_chart 入门级

作为首个实操实验,此实验将引导您访问 Google Cloud 控制台并使用 Google Cloud 的以下基本功能:项目、资源、IAM 用户、角色、权限和 API。

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02

Introduction to Data Analytics on Google Cloud

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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

Analyzing and Visualizing Data in Looker

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access_time 3 个小时 30 分钟
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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...

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04

Developing Data Models with LookML

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access_time 24 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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05

Prepare Data for ML APIs on Google Cloud

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access_time 6 个小时 30 分钟
show_chart 入门级

完成入门级技能徽章课程在 Google Cloud 上为机器学习 API 准备数据,展示以下技能: 使用 Dataprep by Trifacta 清理数据、在 Dataflow 中运行数据流水线、在 Dataproc 中创建集群和运行 Apache Spark 作业,以及调用机器学习 API,包括 Cloud Natural Language API、Google Cloud Speech-to-Text API 和 Video Intelligence API。 技能徽章是由 Google Cloud 颁发的专属数字徽章,旨在认可您在 Google Cloud 产品与服务方面的熟练度; 您需要在交互式实操环境中参加考核,证明自己运用所学知识的能力后才能获得。完成此技能徽章课程和作为最终评估的实验室挑战赛, 获得技能徽章,在您的人际圈中炫出自己的技能。

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06

Prepare Data for Looker Dashboards and Reports

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access_time 4 个小时 45 分钟
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Complete the introductory Prepare Data for Looker Dashboards and Reports skill badge to demonstrate skills in the following: filtering, sorting, and pivoting data, merging results from different Looker Explores, and using functions and operators to build Looker dashboards and reports...

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07

Derive Insights from BigQuery Data

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access_time 4 个小时 45 分钟
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完成入门级技能徽章课程“从 BigQuery 数据中挖掘数据洞见”,展示您在以下方面的技能: 编写 SQL 查询、查询公共表、将示例数据加载到 BigQuery 中、 在 BigQuery 中使用查询验证器排查常见的语法错误,以及通过连接到 BigQuery 数据在 Looker Studio 中 创建报告。 技能徽章是由 Google Cloud 颁发的专属数字徽章, 旨在认可您在 Google Cloud 产品与服务方面的熟练度。 您需要在交互式实操环境中参加考核,证明自己运用所学知识的能力后才能获得此徽章 。完成此技能徽章课程和作为最终评估的实验室挑战赛, 获得技能徽章,在您的人际圈中炫出自己的技能。

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08

Create ML Models with BigQuery ML

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access_time 5 个小时 30 分钟
show_chart 中级

完成中级技能徽章课程Create ML Models with BigQuery ML,展示您在以下方面的技能: 使用 BigQuery ML 构建和评估机器学习模型,以执行数据预测。 技能徽章是由 Google Cloud 颁发的专属数字徽章,旨在认可 您在 Google Cloud 产品与服务方面的熟练度;您需要在 交互式实操环境中参加考核,证明自己运用所学知识的能力后才能获得此徽章。完成此技能 徽章课程和作为最终评估的实验室挑战赛,即可获得技能徽章, 并在您的社交圈中秀一秀自己的能力。

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09

Applying Advanced LookML Concepts in Looker

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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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10

Data Catalog Fundamentals

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access_time 4 个小时
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Data Catalog is a fully managed and scalable metadata management service that empowers organizations to quickly discover, understand, and manage all of their data. In this quest you will start small by learning how to search and tag data assets...

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11

Build LookML Objects in Looker

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access_time 5 个小时 15 分钟
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Complete the introductory Build LookML Objects in Looker skill badge to demonstrate skills in the following: building new dimensions and measures, views, and derived tables; setting measure filters and types based on requirements; updating dimensions and measures; building and refining...

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12

Manage Data Models in Looker

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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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