Duke University
Data Visualization with Python
Duke University

Data Visualization with Python

Matt Harrison
Noah Gift
Kennedy Behrman

位教师:Matt Harrison

4,021 人已注册

包含在 Coursera Plus

深入了解一个主题并学习基础知识。
4.1

(24 条评论)

中级 等级

推荐体验

9 小时 完成
灵活的计划
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深入了解一个主题并学习基础知识。
4.1

(24 条评论)

中级 等级

推荐体验

9 小时 完成
灵活的计划
自行安排学习进度

您将学到什么

  • Apply Python, spreadsheets, and BI tooling proficiently to create visually compelling and interactive data visualizations.

  • Formulate and communicate data-driven insights and narratives through impactful visualizations and data storytelling.

  • Assess and select the most suitable visualization tools and techniques to address organizational data needs and objectives.

要了解的详细信息

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作业

4 项作业

授课语言:英语(English)

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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 Applied Python Data Engineering 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

In this module, we will introduce you to the fundamentals of data visualization and provide step-by-step guidance on how to get started with creating basic plots in Excel and Google Sheets. Whether you are new to data visualization or looking to enhance your skills, this week will lay the groundwork for effective visual storytelling using these widely accessible tools.

涵盖的内容

13个视频8篇阅读材料1个作业2个讨论话题

In this module, you will embark on an exciting journey of learning as you explore data visualization using Pandas, Seaborn and Matplotlib. You will use Pandas and Seaborn to construct histograms, which will allow you to gain insights into the distribution of your numerical data. You will also delve into scatterplots, enabling you to visualize the relationships between different variables in your datasets and identify patterns and correlations. Lastly, you will learn how to utilize line plots to capture temporal trends and changes over time, enhancing your ability to communicate data-driven narratives effectively.

涵盖的内容

19个视频7篇阅读材料1个作业1个讨论话题

In this module, you will explore the powerful combination of Plotly, Dash, and Streamlit for creating interactive and dynamic visualizations within a dashboard. You will use Plotly to create visually appealing histograms, scatterplots, and line plots that can be embedded within a dashboard. You will also dive into Dash and Streamlit, two popular Python frameworks for building interactive web-based dashboards. By the end of the week, you will be able to apply your knowledge and create a comprehensive dashboard that incorporates these visualizations, enabling users to explore and interact with your data.

涵盖的内容

15个视频6篇阅读材料1个作业1个讨论话题

In this module, you will dive into two cloud-based tools, Tableau and Amazon QuickSight, to create compelling visualizations, and gain insights from your data in a user-friendly and interactive manner. You will first use Tableau to design and create histograms, scatterplots, and line plots that effectively showcase your data. You will then use Amazon QuickSight, an intuitive and cloud-based business intelligence tool, to create visually appealing and interactive visualizations. By the end of the week, you will be able to apply your knowledge and create captivating visualizations using these platforms.

涵盖的内容

14个视频6篇阅读材料1个作业1个讨论话题

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位教师

Matt Harrison
Duke University
3 门课程18,567 名学生

提供方

Duke University

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4.1

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