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 forma parte de Programa especializado: Practical Data Science with MATLAB
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100 % en línea
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Curso 1 de 4 en
Nivel principiante
Aprox. 19 horas para completar
Inglés (English)
Subtítulos: Árabe (Arabic), Francés (French), Portugués (europeo), Chino (simplificado), Italiano, Vietnamita, Alemán (German), Ruso (Russian), Inglés (English), Español (Spanish)
Habilidades que obtendrás
- Data Analysis
- Data Visualization (DataViz)
- Matlab
Fechas límite flexibles
Restablece las fechas límite en función de tus horarios.
Certificado para compartir
Obtén un certificado al finalizar
100 % en línea
Comienza de inmediato y aprende a tu propio ritmo.
Curso 1 de 4 en
Nivel principiante
Aprox. 19 horas para completar
Inglés (English)
Subtítulos: Árabe (Arabic), Francés (French), Portugués (europeo), Chino (simplificado), Italiano, Vietnamita, Alemán (German), Ruso (Russian), Inglés (English), Español (Spanish)
ofrecido por
MathWorks
Accelerating the pace of discovery, innovation, development, and learning in engineering and science.
Programa - Qué aprenderás en este curso
3 horas para completar
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 completar
11 videos (Total 39 minutos), 4 lecturas, 2 cuestionarios
3 horas para completar
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 completar
8 videos (Total 20 minutos), 1 lectura, 2 cuestionarios
2 horas para completar
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 completar
5 videos (Total 15 minutos)
7 horas para completar
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 completar
11 videos (Total 41 minutos), 4 lecturas, 11 cuestionarios
Reseñas
- 5 stars85,33 %
- 4 stars11,49 %
- 3 stars1,71 %
- 2 stars0,26 %
- 1 star1,18 %
Principales reseñas sobre EXPLORATORY DATA ANALYSIS WITH MATLAB
por PM29 de abr. de 2020
It was a great feeling of satisfaction after completing the final project. Exploratory and basics of Data Science with a blend of MATLAB were presented in a very interactive manner.
por SP4 de sep. 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 RM27 de jul. de 2020
Impressed with the usefulness of the methods covered. It was a survey course that had just enough depth to spark some interest. Will continue with the rest of the series.
por CW21 de dic. de 2019
Practicing part is more valuable than lecture videos in my opinion. Probably because it is just the first course of the specialization.
Acerca de Programa especializado: 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?
Preguntas Frecuentes
¿Cuándo podré acceder a las lecciones y tareas?
¿Qué recibiré si me suscribo a este Programa especializado?
¿Hay ayuda económica disponible?
Will I have access to MATLAB?
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