In this course, you will build on the skills learned in Exploratory Data Analysis with MATLAB to lay the foundation required for predictive modeling. This intermediate-level course is useful to anyone who needs to combine data from multiple sources or times and has an interest in modeling.
Este curso forma parte de Programa especializado: Practical Data Science with MATLAB
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Curso 2 de 4 en
Nivel intermedio
Aprox. 20 horas para completar
Inglés (English)
Subtítulos: Árabe (Arabic), Francés (French), Portugués (europeo), Italiano, Vietnamita, Alemán (German), Ruso (Russian), Inglés (English), Español (Spanish)
¿Podría tu empresa beneficiarse de la capacitación de los empleados en las habilidades más demandadas?
Prueba Coursera para negociosHabilidades que obtendrás
- Feature Engineering
- Matlab
- Data Cleansing
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 2 de 4 en
Nivel intermedio
Aprox. 20 horas para completar
Inglés (English)
Subtítulos: Árabe (Arabic), Francés (French), Portugués (europeo), Italiano, Vietnamita, Alemán (German), Ruso (Russian), Inglés (English), Español (Spanish)
¿Podría tu empresa beneficiarse de la capacitación de los empleados en las habilidades más demandadas?
Prueba Coursera para negocios
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
Surveying Your Data
In this module you'll apply the skills gained in Exploratory Data Analysis with MATLAB on a new dataset. You'll explore different types of distributions and calculate quantities like the skewness and interquartile range. You'll also learn about more types of plots for visualizing multi-dimensional data.
3 horas para completar
10 videos (Total 46 minutos), 4 lecturas, 2 cuestionarios
3 horas para completar
Organizing Your Data
In this module you'll learn to prepare data for analysis. Often data is not recorded as required. You'll learn to manipulate string variables to extract key information. You'll create a single datetime variable from date and time information spread across multiple columns in a table. You'll efficiently load and combine data from multiple files to create a final table for analysis.
3 horas para completar
8 videos (Total 34 minutos), 2 lecturas, 3 cuestionarios
3 horas para completar
Cleaning Your Data
In this module you'll clean messy data. Missing data, outliers, and variables with very different scales can obscure trends in the data. You'll find and address missing data and outliers in a data set. You'll compare variables with different scales by normalizing variables.
3 horas para completar
9 videos (Total 44 minutos), 2 lecturas, 3 cuestionarios
4 horas para completar
Finding Features that Matter
In this module you'll create new features to better understand your data. You'll evaluate features to determine if a feature is potentially useful for making predictions.
4 horas para completar
7 videos (Total 35 minutos), 5 lecturas, 2 cuestionarios
Reseñas
- 5 stars76,05 %
- 4 stars19,09 %
- 3 stars3,23 %
- 1 star1,61 %
Principales reseñas sobre DATA PROCESSING AND FEATURE ENGINEERING WITH MATLAB
por SK23 de jul. de 2020
Overall a good course ! Some parts need more explanation and functions need to be explained to a greater depth.
por LF3 de oct. de 2020
I am impressed with the instructors lectures and I am very satisfied with what I have been able to accomplish with my programming and machine learning skills
por DM7 de abr. de 2020
Big step up from the previous course but good introduction into data science, what it is and what MATLAB can do to help you get the most out of your analysis. Very good !
por AL28 de ago. de 2020
Great overview. Very useful exercises and tests. However, Week 5 was a little overwhelming since it is a little bit of everything (signals, images, texts).
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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