About this Course
최근 조회 182,347

100% 온라인

지금 바로 시작해 나만의 일정에 따라 학습을 진행하세요.

탄력적인 마감일

일정에 따라 마감일을 재설정합니다.

중급 단계

완료하는 데 약 7시간 필요

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

영어

자막: 영어

귀하가 습득할 기술

Python ProgrammingData VirtualizationData Visualization (DataViz)Matplotlib

100% 온라인

지금 바로 시작해 나만의 일정에 따라 학습을 진행하세요.

탄력적인 마감일

일정에 따라 마감일을 재설정합니다.

중급 단계

완료하는 데 약 7시간 필요

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

영어

자막: 영어

강의 계획 - 이 강좌에서 배울 내용

1
완료하는 데 2시간 필요

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 videos (Total 27 min), 1 reading, 2 quizzes
6개의 동영상
Introduction to Data Visualization4m
Introduction to Matplotlib6m
Basic Plotting with Matplotlib4m
Dataset on Immigration to Canada2m
Line Plots3m
1개의 읽기 자료
Syllabus10m
1개 연습문제
Introduction to Data Visualization Tools10m
2
완료하는 데 3시간 필요

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 videos (Total 25 min), 4 quizzes
6개의 동영상
Histograms4m
Bar Charts3m
Pie Charts4m
Box Plots3m
Scatter Plots4m
2개 연습문제
Basic Visualization Tools10m
Specialized Visualization Tools10m
3
완료하는 데 11시간 필요

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 videos (Total 15 min), 1 reading, 5 quizzes
6개의 동영상
Word Clouds1m
Seaborn and Regression Plots2m
Introduction to Folium2m
Maps with Markers2m
Choropleth Maps4m
1개의 읽기 자료
IBM Digital Badge2m
2개 연습문제
Advanced Visualization Tools10m
Visualizing Geospatial Data10m
4.6
233개의 리뷰Chevron Right

27%

이 강좌를 수료한 후 새로운 경력 시작하기

33%

이 강좌를 통해 확실한 경력상 이점 얻기

10%

급여 인상 또는 승진하기

최상위 리뷰

대학: 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.

대학: 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.

강사

Avatar

Alex Aklson

Ph.D., Data Scientist
IBM Developer Skills Network

IBM 정보

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....

자주 묻는 질문

  • 강좌에 등록하면 바로 모든 비디오, 테스트 및 프로그래밍 과제(해당하는 경우)에 접근할 수 있습니다. 상호 첨삭 과제는 이 세션이 시작된 경우에만 제출하고 검토할 수 있습니다. 강좌를 구매하지 않고 살펴보기만 하면 특정 과제에 접근하지 못할 수 있습니다.

  • 강좌를 등록하면 수료 과정의 모든 강좌에 접근할 수 있고 강좌를 완료하면 수료증을 취득할 수 있습니다. 전자 수료증이 성취도 페이지에 추가되며, 해당 페이지에서 수료증을 인쇄하거나 LinkedIn 프로필에 수료증을 추가할 수 있습니다. 강좌 내용만 읽고 살펴보려면 해당 강좌를 무료로 청강할 수 있습니다.

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