Packt

Data Visualization for Beginners with Python & Power BI

Packt

Data Visualization for Beginners with Python & Power BI

包含在 Coursera Plus

深入了解一个主题并学习基础知识。
初级 等级

推荐体验

6 小时 完成
灵活的计划
自行安排学习进度
深入了解一个主题并学习基础知识。
初级 等级

推荐体验

6 小时 完成
灵活的计划
自行安排学习进度

您将学到什么

  • Create and customize interactive line, bar, and scatter plots in Python using Matplotlib, Seaborn, and Plotly.

  • Master Power BI’s Power Query for data transformation, including importing, appending, and merging datasets.

  • Understand data modeling and relationships in Power BI to design robust reports and dashboards.

  • Develop advanced DAX measures and calculations to enhance Power BI reports with custom business logic.

要了解的详细信息

可分享的证书

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最近已更新!

March 2026

作业

10 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

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

该课程共有10个模块

In this module, we will introduce the course structure and give you an overview of the journey ahead. You will also familiarize yourself with the development environment and tools you'll need for effective data visualization. This section will set the foundation for your learning experience in both Python and Power BI.

涵盖的内容

2个视频1篇阅读材料

In this module, we will dive into the Matplotlib library to create static data visualizations in Python. You'll learn how to prepare data for visual representation, build various types of charts, and apply customizations to make your visualizations clearer and more engaging. By the end, you’ll be equipped to create effective visual representations of data.

涵盖的内容

8个视频1个作业

In this module, we will explore Seaborn, a Python library built on top of Matplotlib, to create more polished and statistically informative visualizations. You will learn to make complex visualizations easily and explore advanced techniques like heatmaps and pair plots. This section will elevate your ability to create high-quality, informative charts.

涵盖的内容

5个视频1个作业

In this module, we will introduce you to Plotly, an interactive visualization library that takes data presentation to the next level. You’ll learn to build dynamic and interactive charts that users can explore, making your visualizations more engaging and insightful. By the end of this section, you'll be proficient in creating interactive visualizations for diverse datasets.

涵盖的内容

7个视频1个作业

In this module, we will introduce Power Query, a powerful tool in Power BI that allows you to clean, reshape, and transform your data. You'll learn how to import datasets, remove duplicates, and apply different transformations to your data, setting the stage for meaningful visual analysis in Power BI.

涵盖的内容

8个视频1个作业

In this module, we will focus on the core principles of data modeling in Power BI. You’ll understand how relationships between tables can drive powerful reporting capabilities, and you'll learn how to create and manage these relationships to build solid, efficient data models for your reports.

涵盖的内容

2个视频1个作业

In this module, we will explore DAX (Data Analysis Expressions) in Power BI, a powerful formula language for performing complex calculations. You’ll learn how to use essential DAX functions like SUMX and CALCULATE, and how to simplify your calculations using Quick Measures, making your Power BI reports more insightful.

涵盖的内容

3个视频1个作业

In this module, we will explore various data visualization types in Power BI and teach you how to choose the right visual for your data. You’ll also learn how to create and customize gauge visuals, matrices, and tables, and how to use filters and slicers to control your report’s data display, making your reports more dynamic and interactive.

涵盖的内容

5个视频1个作业

In this module, we will teach you how to publish and share your Power BI reports on the Power BI Service. You’ll learn how to make edits directly in the cloud platform and collaborate with others, making it easier to share insights and maintain up-to-date reports.

涵盖的内容

2个视频1个作业

In this final module, we will summarize the key takeaways from the course, reinforcing the critical skills you’ve acquired. You’ll gain clarity on how to apply these techniques in real-world scenarios, and we’ll provide you with recommendations for further learning and development in data visualization.

涵盖的内容

1个视频2个作业

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