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所在平台: Coursera专项课程 |
课程主页: https://www.coursera.org/specializations/tableau-for-data-science-workflows
课程评论：没有评论
课程名称：使用Tableau提升数据科学工作流程 概述：本课程将帮助您理解可视化的基本概念，设置并执行行业标准的数据分析模型，创建Tableau仪表板以实施分析部署的主要任务，包括定义业务目标、准备数据、选择模型和展示结果。 您将获得的技能： - 多变量分析 - 单变量分析 - 可视化讲故事 - Tableau软件 - 仪表板设计 该专项课程涵盖了数据科学工作流程中的可视化基础。通过应用交互式可视分析，学生将学习如何从历史数据中提取结构，通过图形故事呈现关键信息。其他主题包括数据处理、可视化基础、受众识别、伦理考虑、仪表板创建和报告生成。课程中将有Tableau基本可视化技术的演示和实践项目。 实用学习项目： 学习者将逐步在Tableau中开发S&P 500及其主要组成部分和经济驱动因素的仪表板。课程项目包括设计原则和讲故事技巧的应用，同时还将介绍可用的可视化工具。 证书：完成后获得可分享的证书。 课程性质： - 100%在线课程，随时开始，按照个人节奏学习。 - 灵活的学习计划，可以设置和保持灵活的截止日期。 - 入门级，要求至少一年数据科学和/或数据分析经验。 - 预计完成时间约为3个月，建议每周花费2小时。 可用语言：英语（含英文字幕） 课程链接： - [数据可视化最佳实践](https://www.coursera.org/learn/data-visualization-best-practices) - [数据讲故事](https://www.coursera.org/learn/data-storytelling) - [仪表板与部署](https://www.coursera.org/learn/dashboarding-deployment)
Course Link: https://www.coursera.org/learn/data-visualization-best-practices
Name:Data Visualization Best Practices
Description:Offered by University of California, Irvine. In this course, we will cover the basics of visualization and how it fits into the Data Science ... Enroll for free.
Course Link: https://www.coursera.org/learn/data-storytelling
Name:Data Storytelling
Description:Offered by University of California, Irvine. This course will cover the more complex concepts that become involved when working beyond ... Enroll for free.
Course Link: https://www.coursera.org/learn/dashboarding-deployment
Name:Dashboarding and Deployment
Description:Offered by University of California, Irvine. This course will take you through the various parts of analytical dashboarding: from best ... Enroll for free.
What you will learn
Explain fundamental concepts behind visualizations.
Setup and perform data analysis using industry-standard models.
Create a Tableau dashboard implementing major tasks of analytics deployment: define business goals, prepare data, select, model, and present results.
Skills you will gain
Multivariate Analysis
Univariate Analysis
visual storytelling
Tableau Software
Dashboard Design
About this Specialization
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This specialization covers the foundations of visualization in the context of the data science workflow. Through the application of interactive visual analytics, students will learn how to extract structure from historical data and present key points through graphical storytelling. Additional topics include data manipulation, visualization foundations, audience identification, ethical considerations, dashboard creation, and report generation. Demonstrations of the basic visualization techniques used in Tableau will be included with a hands-on project.
Applied Learning Project
Learners will incrementally develop a dashboard in Tableau of the S&P 500 as well as its major components and economic drivers. Course projects include the application of design principles and storytelling techniques. A survey of available visualization tools will be included as well.
Shareable Certificate
Shareable Certificate
Earn a Certificate upon completion
100% online courses
100% online courses
Start instantly and learn at your own schedule.
Flexible Schedule
Flexible Schedule
Set and maintain flexible deadlines.
Beginner Level
Beginner Level
A least one year of experience in data science and/or data analytics.
Hours to complete
Approximately 3 months to complete
Suggested pace of 2 hours/week
Available languages
English
Subtitles: English
Shareable Certificate
Shareable Certificate
Earn a Certificate upon completion
100% online courses
100% online courses
Start instantly and learn at your own schedule.
Flexible Schedule
Flexible Schedule
Set and maintain flexible deadlines.
Beginner Level
Beginner Level
A least one year of experience in data science and/or data analytics.
Hours to complete
Approximately 3 months to complete
Suggested pace of 2 hours/week
Available languages
English
Subtitles: English
