Like most subjects, practice makes perfect in Data Science. In the capstone project, you will apply the skills learned across courses in the Practical Data Science with MATLAB specialization to explore, process, analyze, and model data. You will choose your own pathway to answer key questions with the provided data.
Este curso forma parte de Programa especializado: Practical Data Science with MATLAB
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Fechas límite flexibles
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100 % en línea
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Curso 4 de 4 en
Nivel intermedio
Aprox. 13 horas para completar
Inglés (English)
Subtítulos: Inglés (English)
Habilidades que obtendrás
- Data Science
- Predictive Modelling
- Matlab
- Machine Learning
- Data Analysis
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 4 de 4 en
Nivel intermedio
Aprox. 13 horas para completar
Inglés (English)
Subtítulos: Inglés (English)
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
Import and Explore the Data
In this module you'll be introduced to the goals of the capstone project. You will complete the initial task of preparing a data set and performing an exploratory analysis.
3 horas para completar
5 videos (Total 15 minutos), 6 lecturas, 2 cuestionarios
2 horas para completar
Create and Evaluate Features
In this module you'll perform feature engineering. You'll create a response variable and investigate the relationships between features and the response variable.
2 horas para completar
1 video (Total 3 minutos), 3 lecturas, 2 cuestionarios
5 horas para completar
Apply Machine Learning
In this module you will perform machine learning. You'll train and customize various models. Using validation data and common evaluation metrics you'll choose the most appropriate model for the problem.
5 horas para completar
2 videos (Total 5 minutos), 3 lecturas, 2 cuestionarios
3 horas para completar
Communicate Your Results
In this module, you'll learn a framework for creating a data science story and the importance of crafting your narrative for the intended audience, along with tips for creating meaningful visualizations.
3 horas para completar
2 videos (Total 8 minutos), 2 lecturas
Reseñas
- 5 stars81,25 %
- 4 stars18,75 %
Principales reseñas sobre DATA SCIENCE PROJECT: MATLAB FOR THE REAL WORLD
por MS13 de mar. de 2021
Very good course, it was a big challgenge to me. I learned so much. I am very happy
por MA28 de mar. de 2021
The capstone project gives full autonomy to the learner to execute the project in whichever way he deems good, which is a great learning step in the data science workflow
por JD11 de feb. de 2021
Very good course, but it requires a lot more of time dedication compared to the previous courses.
por AN14 de abr. de 2021
I just loved this whole specialization. Thanks, Mathworks and all instructors for these awesome courses. One of the best in Coursera. Looking forward to Deep Learning, CNN courses next from you.
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?
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