Acerca de este Curso

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100 % en línea

Comienza de inmediato y aprende a tu propio ritmo.

Fechas límite flexibles

Restablece las fechas límite en función de tus horarios.

Nivel principiante

Aprox. 26 horas para completar

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

Inglés (English)

Subtítulos: Inglés (English)

Habilidades que obtendrás

Data AnalysisData Visualization (DataViz)Matlab

100 % en línea

Comienza de inmediato y aprende a tu propio ritmo.

Fechas límite flexibles

Restablece las fechas límite en función de tus horarios.

Nivel principiante

Aprox. 26 horas para completar

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

Inglés (English)

Subtítulos: Inglés (English)

Programa - Qué aprenderás en este curso

Semana
1

Semana 1

2 horas para completar

Introduction to the Data Science Workflow

2 horas para completar
11 videos (Total 39 minutos), 4 lecturas, 2 cuestionarios
11 videos
Overview of Exploratory Data Analysis with MATLAB2m
Instructor Introduction2m
Why Do We Need Data Science?4m
MATLAB as a Data Science Tool5m
How to ask Good Questions of Your Data2m
Interactive Data Exploration3m
Getting Started with MATLAB4m
Overview of the Data Science Workflow3m
The Workflow in Practice4m
Summary of Module 1: The Data Science Workflow1m
4 lecturas
Use a Live Script: Explore 2013 Tornado Events30m
Download and Install MATLAB15m
Data and Code Files10m
Introduction to Storm Events Data15m
2 ejercicios de práctica
Tell us why you're here2m
Quiz 1: Introduction to Data Science30m
Semana
2

Semana 2

3 horas para completar

Importing Data

3 horas para completar
8 videos (Total 20 minutos), 1 lectura, 2 cuestionarios
8 videos
How Data is stored2m
How MATLAB Represents Data3m
How to Use the Import Tool3m
MATLAB Data Types4m
Why Automate the Import Process?1m
Generating and Reusing Code2m
Summary of Module 2: Importing Data1m
1 lectura
Overview of MATLAB Data Types1h 30m
2 ejercicios de práctica
Practice Quiz30m
Quiz 2: Importing Data45m
Semana
3

Semana 3

1 hora para completar

Visualizing and Filtering Data

1 hora para completar
5 videos (Total 15 minutos)
5 videos
Plotting Data Contained in Tables4m
Selecting Data from Tables3m
Accessing and Creating Table Variables4m
Summary of Module 3: Visualizing and Filtering Data1m
3 ejercicios de práctica
Practice Selecting Data6m
Practice Questions5m
Quiz 3: Visualizing and Accessing Data in Tables45m
Semana
4

Semana 4

7 horas para completar

Performing Calculations

7 horas para completar
11 videos (Total 41 minutos), 4 lecturas, 11 cuestionarios
11 videos
Basic Mathematical Operations3m
Using Vectors4m
Using Functions2m
Calculating Summary Statistics2m
Correlations Between Variables3m
Accessing Subsets of Data5m
Introduction to Categorical Data5m
Performing Calculations by Category3m
Visualizing Results5m
Summary of Module 4: Performing Calculations1m
4 lecturas
Performing Calculations30m
Performing Calculations with Vectors45m
Relational and Logical Operators30m
Calculations by Group45m
1 ejercicio de práctica
Quiz 4: Exploratory Data Analysis1h 10m
4.9
29 revisionesChevron Right

Principales revisiones sobre Exploratory Data Analysis with MATLAB

por FVDec 10th 2019

A great course. I'm very satisfied. The course allow me use Matlab in ways that will be very helpful to my work. I'm waiting for course 2

por CWDec 22nd 2019

Practicing part is more valuable than lecture videos in my opinion. Probably because it is just the first course of the specialization.

Instructores

Imagen del instructor, Brandon Armstrong

Brandon Armstrong 

Senior Online Content Developer
MathWorks
Imagen del instructor, Maria Gavilan-Alfonso

Maria Gavilan-Alfonso 

Senior Online Content Developer
MathWorks
Imagen del instructor, Nikola Trica

Nikola Trica 

Senior Online Content Developer
MathWorks
Imagen del instructor, Cris LaPierre

Cris LaPierre 

Senior Online Content Developer
MathWorks
Imagen del instructor, Michael Reardon

Michael Reardon 

Senior Online Content Developer
MathWorks
Imagen del instructor, Erin Byrne

Erin Byrne 

Senior Course Developer
MathWorks
Imagen del instructor, Adam Filion

Adam Filion 

Senior Product Manager
MathWorks
Imagen del instructor, Heather Gorr

Heather Gorr 

Senior Product Manager
MathWorks

Acerca de MathWorks

Accelerating the pace of discovery, innovation, development, and learning in engineering and science....

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? Completing this specialization will give you the skills and confidence you need to achieve practical results in Data Science quickly. Being able to visualize, analyze, and model data are some of the most in-demand career skills from fields ranging from healthcare, to the auto industry, to tech startups. This specialization assumes you have domain expertise in a technical field and some exposure to computational tools, such as spreadsheets. To be successful in completing the courses, you should have some background in basic statistics (histograms, averages, standard deviation, curve fitting, interpolation). Throughout this specialization, you will be using MATLAB. MATLAB is the go-to choice for millions of people working in engineering and science, and provides the capabilities you need to accomplish your data science tasks. You will be provided with free access to MATLAB for the duration of the specialization to complete your work....
Practical Data Science with MATLAB

Preguntas Frecuentes

  • Una vez que te inscribes para obtener un Certificado, tendrás acceso a todos los videos, cuestionarios y tareas de programación (si corresponde). Las tareas calificadas por compañeros solo pueden enviarse y revisarse una vez que haya comenzado tu sesión. Si eliges explorar el curso sin comprarlo, es posible que no puedas acceder a determinadas tareas.

  • Cuando te inscribes en un curso, obtienes acceso a todos los cursos que forman parte del Programa especializado y te darán un Certificado cuando completes el trabajo. Se añadirá tu Certificado electrónico a la página Logros. Desde allí, puedes imprimir tu Certificado o añadirlo a tu perfil de LinkedIn. Si solo quieres leer y visualizar el contenido del curso, puedes auditar el curso sin costo.

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