Informações sobre o curso
4.6
1,341 classificações
165 avaliações

100% online

Comece imediatamente e aprenda em seu próprio cronograma.

Prazos flexíveis

Redefinir os prazos de acordo com sua programação.

Nível intermediário

Aprox. 8 horas para completar

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

Inglês

Legendas: Inglês

Habilidades que você terá

Python ProgrammingData VirtualizationData Visualization (DataViz)Matplotlib

100% online

Comece imediatamente e aprenda em seu próprio cronograma.

Prazos flexíveis

Redefinir os prazos de acordo com sua programação.

Nível intermediário

Aprox. 8 horas para completar

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

Inglês

Legendas: Inglês

Programa - O que você aprenderá com este curso

Semana
1
2 horas para concluir

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 vídeos (total de (Total 27 mín.) min), 1 leitura, 2 testes
6 videos
Introduction to Data Visualization4min
Introduction to Matplotlib6min
Basic Plotting with Matplotlib4min
Dataset on Immigration to Canada2min
Line Plots3min
1 leituras
Syllabus10min
1 exercício prático
Introduction to Data Visualization Tools10min
Semana
2
3 horas para concluir

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 vídeos (total de (Total 25 mín.) min), 4 testes
6 videos
Histograms4min
Bar Charts3min
Pie Charts4min
Box Plots3min
Scatter Plots4min
2 exercícios práticos
Basic Visualization Tools10min
Specialized Visualization Tools10min
Semana
3
11 horas para concluir

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 vídeos (total de (Total 15 mín.) min), 1 leitura, 5 testes
6 videos
Word Clouds1min
Seaborn and Regression Plots2min
Introduction to Folium2min
Maps with Markers2min
Choropleth Maps4min
1 leituras
IBM Digital Badge2min
2 exercícios práticos
Advanced Visualization Tools10min
Visualizing Geospatial Data10min
4.6
165 avaliaçõesChevron Right

22%

comecei uma nova carreira após concluir estes cursos

33%

consegui um benefício significativo de carreira com este curso

17%

recebi um aumento ou promoção

Melhores avaliações

por 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.

por 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!

Instrutores

Avatar

Alex Aklson

Ph.D., Data Scientist
IBM Developer Skills Network

Sobre 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....

Sobre o Programa de cursos integrados Certificado profissional em ciência de dados da IBM

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....
Certificado profissional em ciência de dados da IBM

Perguntas Frequentes – FAQ

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