課程信息
4.6
1,284 個評分
158 個審閱

第 7 門課程(共 9 門)

100% 在線

立即開始,按照自己的計劃學習。

可靈活調整截止日期

根據您的日程表重置截止日期。

中級

完成時間大約為8 小時

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

英語(English)

字幕:英語(English)

您將獲得的技能

Python ProgrammingData VirtualizationData Visualization (DataViz)Matplotlib

第 7 門課程(共 9 門)

100% 在線

立即開始,按照自己的計劃學習。

可靈活調整截止日期

根據您的日程表重置截止日期。

中級

完成時間大約為8 小時

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

英語(English)

字幕:英語(English)

教學大綱 - 您將從這門課程中學到什麼

1
完成時間為 2 小時

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 個視頻 (總計 27 分鐘), 1 個閱讀材料, 2 個測驗
6 個視頻
Welcome4分鐘
Introduction to Data Visualization4分鐘
Introduction to Matplotlib6分鐘
Basic Plotting with Matplotlib4分鐘
Dataset on Immigration to Canada2分鐘
Line Plots3分鐘
1 個閱讀材料
Syllabus10分鐘
1 個練習
Introduction to Data Visualization Tools10分鐘
2
完成時間為 3 小時

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 個視頻 (總計 25 分鐘), 4 個測驗
6 個視頻
Area Plots4分鐘
Histograms4分鐘
Bar Charts3分鐘
Pie Charts4分鐘
Box Plots3分鐘
Scatter Plots4分鐘
2 個練習
Basic Visualization Tools10分鐘
Specialized Visualization Tools10分鐘
3
完成時間為 11 小時

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 個視頻 (總計 15 分鐘), 1 個閱讀材料, 5 個測驗
6 個視頻
Word Clouds1分鐘
Seaborn and Regression Plots2分鐘
Introduction to Folium2分鐘
Maps with Markers2分鐘
Choropleth Maps4分鐘
1 個閱讀材料
IBM Digital Badge2分鐘
2 個練習
Advanced Visualization Tools10分鐘
Visualizing Geospatial Data10分鐘
4.6
158 個審閱Chevron Right

22%

完成這些課程後已開始新的職業生涯

33%

通過此課程獲得實實在在的工作福利

17%

加薪或升職

熱門審閱

創建者 LSNov 28th 2018

The course with the IBM Lab is a very good way to learn and practice. The tools we've learned in this module can supply a good material to enrich all data work that need to be presented in a nice way.

創建者 RLAug 8th 2018

Excellent tutorials, great labs and fun exercises - visualization is one of the most satisfying things about data science, and it is no surprise that this course is very enjoyable!

講師

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Alex Aklson

Ph.D., Data Scientist
IBM Developer Skills Network

關於 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....

關於 IBM 数据科学专业证书 專項課程

Data Science has been ranked as one of the hottest professions and the demand for data practitioners is booming. This Professional Certificate from IBM is intended for anyone interested in developing skills and experience to pursue a career in Data Science or Machine Learning. This program consists of 9 courses providing you with latest job-ready skills and techniques covering a wide array of data science topics including: open source tools and libraries, methodologies, Python, databases, SQL, data visualization, data analysis, and machine learning. You will practice hands-on in the IBM Cloud using real data science tools and real-world data sets. It is a myth that to become a data scientist you need a Ph.D. This Professional Certificate is suitable for anyone who has some computer skills and a passion for self-learning. No prior computer science or programming knowledge is necessary. We start small, re-enforce applied learning, and build up to more complex topics. Upon successfully completing these courses you will have done several hands-on assignments and built a portfolio of data science projects to provide you with the confidence to plunge into an exciting profession in Data Science. In addition to earning a Professional Certificate from Coursera, you will also receive a digital Badge from IBM recognizing your proficiency in Data Science. LIMITED TIME OFFER: Subscription is only $39 USD per month for access to graded materials and a certificate....
IBM 数据科学专业证书

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