In this course, you will learn to think like a data scientist and ask questions of your data. You will use interactive features in MATLAB to extract subsets of data and to compute statistics on groups of related data. You will learn to use MATLAB to automatically generate code so you can learn syntax as you explore. You will also use interactive documents, called live scripts, to capture the steps of your analysis, communicate the results, and provide interactive controls allowing others to experiment by selecting groups of data.
Este curso faz parte do Programa de cursos integrados Practical Data Science with MATLAB
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Informações sobre o curso
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Prazos flexíveis
Redefinir os prazos de acordo com sua programação.
Certificados compartilháveis
Tenha o certificado após a conclusão
100% on-line
Comece imediatamente e aprenda em seu próprio cronograma.
Nível iniciante
Aprox. 19 horas para completar
Inglês
Legendas: Árabe, Francês, Portuguese (European), Chinês (simplificado), Italiano, Vietnamita, Alemão, Russo, Inglês, Espanhol
Habilidades que você terá
- Data Analysis
- Data Visualization (DataViz)
- Matlab
Prazos flexíveis
Redefinir os prazos de acordo com sua programação.
Certificados compartilháveis
Tenha o certificado após a conclusão
100% on-line
Comece imediatamente e aprenda em seu próprio cronograma.
Nível iniciante
Aprox. 19 horas para completar
Inglês
Legendas: Árabe, Francês, Portuguese (European), Chinês (simplificado), Italiano, Vietnamita, Alemão, Russo, Inglês, Espanhol
oferecido por
MathWorks
Accelerating the pace of discovery, innovation, development, and learning in engineering and science.
Programa - O que você aprenderá com este curso
3 horas para concluir
Introduction to the Data Science Workflow
In this module you’ll learn about the key steps in a data science workflow and begin exploring a data set using a script provided for you. As you work with the file, take note of the different elements in the script. As you progress through the course, you’ll create a similar script yourself.
3 horas para concluir
11 vídeos (Total 39 mín.), 4 leituras, 2 testes
3 horas para concluir
Importing Data
In this module you’ll import data into MATLAB, customize the import options, and generate code to automate the process. You’ll also work with different types of data, such as numeric, dates, and text.
3 horas para concluir
8 vídeos (Total 20 mín.), 1 leitura, 2 testes
2 horas para concluir
Visualizing and Filtering Data
In this module you’ll create visualizations and learn how to customize figures. You’ll also filter your data to select only what is needed for your analysis. You’ll create new tables and save them to use in the future or share with others outside of MATLAB.
2 horas para concluir
5 vídeos (Total 15 mín.)
7 horas para concluir
Performing Calculations
In this module you’ll write small pieces of code to extend your analysis. You’ll calculate summary statistics on groups of data and determine if variables are correlated. You’ll extend your ability to filter data to defining conditions across multiple variables. You’ll also modify categorical data to remove, combine, or create new categories to use for defining groups.
7 horas para concluir
11 vídeos (Total 41 mín.), 4 leituras, 11 testes
Avaliações
- 5 stars85,42%
- 4 stars11,49%
- 3 stars1,60%
- 2 stars0,26%
- 1 star1,20%
Principais avaliações do EXPLORATORY DATA ANALYSIS WITH MATLAB
por DA24 de ago de 2020
Awesome course, they really take their time to explain simple concepts before going to more advanced ones. Besides, the Matlab community is there to help you with any problems you may have.
por SP4 de set de 2020
Great introductory course for Data Science in Matlab! easy to follow content and you really can learn how to analyze data with Matlab if you don't have any experience on this field. Recommend!
por MS23 de mar de 2021
I thoroughly enjoyed the course. I recommend it to everyone. It not only enhanced my MATLAB skills but also gave me new insights in Data Science and Analysis.
por PM31 de jan de 2021
Very nice introduction to live scripts and Matlab data analysis. Would love to have seen some more teaching about fundamentals like matrix / data manipulation, indexing, value replacements etc.
Sobre Programa de cursos integrados Practical Data Science with MATLAB
Do you find yourself in an industry or field that increasingly uses data to answer questions? Are you working with an overwhelming amount of data and need to make sense of it? Do you want to avoid becoming a full-time software developer or statistician to do meaningful tasks with your data?
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