课程信息
4.6
2,065 个评分
238 个审阅

100% 在线

立即开始,按照自己的计划学习。

可灵活调整截止日期

根据您的日程表重置截止日期。

中级

完成时间大约为7 小时

建议:3 weeks of study, 4-5 hours/week...

英语(English)

字幕:英语(English)

您将获得的技能

Python ProgrammingData VirtualizationData Visualization (DataViz)Matplotlib

100% 在线

立即开始,按照自己的计划学习。

可灵活调整截止日期

根据您的日程表重置截止日期。

中级

完成时间大约为7 小时

建议:3 weeks of study, 4-5 hours/week...

英语(English)

字幕:英语(English)

教学大纲 - 您将从这门课程中学到什么

1
完成时间为 2 小时

Introduction to Data Visualization Tools

In this module, you will learn about data visualization and some of the best practices to keep in mind when creating plots and visuals. You will also learn about the history and the architecture of Matplotlib and learn about basic plotting with Matplotlib. In addition, you will learn about the dataset on immigration to Canada, which will be used extensively throughout the course. Finally, you will briefly learn how to read csv files into a pandas dataframe and process and manipulate the data in the dataframe, and how to generate line plots using Matplotlib....
6 个视频 (总计 27 分钟), 1 个阅读材料, 2 个测验
6 个视频
Welcome4分钟
Introduction to Data Visualization4分钟
Introduction to Matplotlib6分钟
Basic Plotting with Matplotlib4分钟
Dataset on Immigration to Canada2分钟
Line Plots3分钟
1 个阅读材料
Syllabus10分钟
1 个练习
Introduction to Data Visualization Tools10分钟
2
完成时间为 3 小时

Basic and Specialized Visualization Tools

In this module, you learn about area plots and how to create them with Matplotlib, histograms and how to create them with Matplotlib, bar charts, and how to create them with Matplotlib, pie charts, and how to create them with Matplotlib, box plots and how to create them with Matplotlib, and scatter plots and bubble plots and how to create them with Matplotlib. ...
6 个视频 (总计 25 分钟), 4 个测验
6 个视频
Area Plots4分钟
Histograms4分钟
Bar Charts3分钟
Pie Charts4分钟
Box Plots3分钟
Scatter Plots4分钟
2 个练习
Basic Visualization Tools10分钟
Specialized Visualization Tools10分钟
3
完成时间为 11 小时

Advanced Visualizations and Geospatial Data

In this module, you will learn about advanced visualization tools such as waffle charts and word clouds and how to create them. You will also learn about seaborn, which is another visualization library, and how to use it to generate attractive regression plots. In addition, you will learn about Folium, which is another visualization library, designed especially for visualizing geospatial data. Finally, you will learn how to use Folium to create maps of different regions of the world and how to superimpose markers on top of a map, and how to create choropleth maps....
6 个视频 (总计 15 分钟), 1 个阅读材料, 5 个测验
6 个视频
Word Clouds1分钟
Seaborn and Regression Plots2分钟
Introduction to Folium2分钟
Maps with Markers2分钟
Choropleth Maps4分钟
1 个阅读材料
IBM Digital Badge2分钟
2 个练习
Advanced Visualization Tools10分钟
Visualizing Geospatial Data10分钟
4.6
238 个审阅Chevron Right

25%

完成这些课程后已开始新的职业生涯

31%

通过此课程获得实实在在的工作福利

10%

加薪或升职

热门审阅

创建者 DDMar 3rd 2019

The best course in this specialization, so far. Great balance between theory and practice. Interesting and demanding exercises and assignment. Theory explained in friendly way.

创建者 RCJan 15th 2019

Excellent course, especially the labs were very useful and served as a recap of what was learnt in the previous courses of this certification course. Very clear explanation.

讲师

Avatar

Alex Aklson

Ph.D., Data Scientist
IBM Developer Skills Network

关于 IBM

IBM offers a wide range of technology and consulting services; a broad portfolio of middleware for collaboration, predictive analytics, software development and systems management; and the world's most advanced servers and supercomputers. Utilizing its business consulting, technology and R&D expertise, IBM helps clients become "smarter" as the planet becomes more digitally interconnected. IBM invests more than $6 billion a year in R&D, just completing its 21st year of patent leadership. IBM Research has received recognition beyond any commercial technology research organization and is home to 5 Nobel Laureates, 9 US National Medals of Technology, 5 US National Medals of Science, 6 Turing Awards, and 10 Inductees in US Inventors Hall of Fame....

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