Tableau, Networks & Time Series Data Visualization

Tableau, Networks & Time Series Data Visualization

本课程是 Data Visualization: Fundamentals to Interactive Storytelling 专项课程的一部分

位教师：P.J. Grosse

访问权限由 New York State Department of Labor 提供

4个模块

深入了解一个主题并学习基础知识。

中级等级

需要一些相关经验

2 周完成

在 10 小时一周

灵活的计划

自行安排学习进度

4个模块

深入了解一个主题并学习基础知识。

中级等级

需要一些相关经验

2 周完成

在 10 小时一周

灵活的计划

自行安排学习进度

您将学到什么

Create compelling data visualizations using Tableau, including interactive dashboards.
Implement network visualizations with Python libraries such as NetworkX.
Develop time series visualizations using Python libraries to analyze and interpret data trends.
Utilize advanced visualization techniques for network graphs and time series data.

您将获得的技能

要了解的详细信息

可分享的证书

添加到您的领英档案

作业

8 项作业

授课语言：英语（English）

了解顶级公司的员工如何掌握热门技能

了解关于 Coursera for Business 的更多信息

Petrobras, TATA, Danone, Capgemini, P&G 和 L'Oreal 的徽标

积累特定领域的专业知识

本课程是 Data Visualization: Fundamentals to Interactive Storytelling 专项课程专项课程的一部分

在注册此课程时，您还会同时注册此专项课程。

向行业专家学习新概念
获得对主题或工具的基础理解
通过实践项目培养工作相关技能
获得可共享的职业证书

该课程共有4个模块

Unlock the power of data with "Tableau, Networks & Time Series Data Visualization" . This comprehensive program is designed to teach you the essentials of data storytelling through visualizations using Python and Tableau. Starting with the basics of Tableau, you'll learn to create and customize various visualizations, build interactive dashboards, and conduct detailed analytics.

Dive into network visualization to understand and depict complex networks and connected data. Using Python libraries, you will create and customize network visualizations that highlight relationships and structures within data. Explore time series data visualization to interpret and present data over time. You’ll master techniques for loading, preparing, and visualizing time series data using Python, enhancing your ability to forecast and analyze trends effectively. By the end of this course, you will have the skills needed to create compelling, insightful, and interactive data visualizations, making complex data more understandable and actionable.

This module introduces basic functions and interface of Tableau for data analysis and data visualization.

涵盖的内容

9个视频3篇阅读材料2个作业1个讨论话题4个非评分实验室

9个视频总计49分钟

Welcome to Tableau, Networks & Time Series Data Visualization 3分钟
Data Visualization with Tableau 2分钟
Introduction to Tableau 10分钟
Creating Visualizations in Tableau 8分钟
Lesson 3 demo 5分钟
Analytics and Analysis in Tableau 4分钟
Module 6 -Lesson 4-Demo 4分钟
Dashboards 7分钟
Lesson 5 demo 6分钟

3篇阅读材料总计30分钟

Useful Tableau Terms 10分钟
Chart Types in Tableau 10分钟
Module 6 Sources 10分钟

2个作业总计45分钟

Let's Practice: Data Visualization with Tableau 15分钟
Module 6 Knowledge Check 30分钟

1个讨论话题总计30分钟

Tableau Practice Labs Discussion 30分钟

4个非评分实验室总计200分钟

Get Started with Tableau 20分钟
Creating Basic Charts in Tableau 60分钟
Conducting Analytics on Visualizations 60分钟
Creating a Dashboard in Tableau 60分钟

This module introduces basic theories and definition of networks and network elements and different network/graph visualization methods.

涵盖的内容

4个视频5篇阅读材料2个作业1个讨论话题

4个视频总计29分钟

Networks 2分钟
Introduction to Networks 12分钟
Network Models 7分钟
Graph Visualization Methods 8分钟

5篇阅读材料总计42分钟

Why You Should Visualize Your Connected Data 2分钟
Network Visualization 10分钟
Visualizing Social Networks 10分钟
Visualization Tutorials [OPTIONAL] 10分钟
Module 7 Sources 10分钟

2个作业总计45分钟

Let's Practice: Network Visualization: Theories and Models 15分钟
Module 7 Knowledge Check 30分钟

1个讨论话题总计10分钟

Analyze Network Visualizations 10分钟

This module teaches creating and customizing network visualizations using Python libraries.

涵盖的内容

3个视频7篇阅读材料2个作业1个非评分实验室

3个视频总计19分钟

NetworkX: Overview and Features 4分钟
Creating a Simple Network Visualization 7分钟
Advanced Visualization Techniques 8分钟

7篇阅读材料总计75分钟

Module 2 Recap 10分钟
Introduction to Network X 15分钟
Undirected Graph 10分钟
Undirected Graph Solution 10分钟
Exploring and Analyzing Network Data with Python 10分钟
Conduct Degree Analysis Solution 10分钟
Module 8 Sources 10分钟

2个作业总计45分钟

Let's Practice: Network Visualization with Python 15分钟
Module 8 Knowledge Check 30分钟

1个非评分实验室总计60分钟

Conduct Degree Analysis 60分钟

This module introduces basics of time series data, real world examples of time series data and how time series can be visualized using Python libraries.