Exploratory Data Analysis with MATLAB

Exploratory Data Analysis with MATLAB

Exploratory Data Analysis with MATLAB This course is part of Practical Data Science with MATLAB Specialization Taught in English 22 languages available Some content may not be translated Instructors: Erin Byrne +7 more Close Instructors Instructor ratings We asked all learners to give feedback on our instructors based on the quality of their teaching style.

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Description

Exploratory Data Analysis (EDA) is a crucial step in data analysis which involves analyzing and visualizing data sets to better understand their underlying patterns, trends, and relationships. MATLAB, a powerful computational software tool, provides a wide range of functions and tools to perform EDA effectively.

One of the main advantages of using MATLAB for EDA is its extensive suite of built-in functions for data manipulation and visualization. These include functions for importing and exporting data from various file formats, cleaning and filtering data, and creating visualizations such as histograms, scatter plots, and box plots. In addition, MATLAB also offers advanced statistical functions for calculating descriptive statistics, correlation coefficients, and hypothesis testing.

When performing EDA with MATLAB, there are several key steps to follow. The first step is to import the data

Exploratory Data Analysis with MATLAB

This course is part of Practical Data Science with MATLAB Specialization

Taught in English

Some content may not be translated

Erin Byrne
Michael Reardon
Maria Gavilan-Alfonso

Instructors: Erin Byrne

39,154 already enrolled

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Course

Gain insight into a topic and learn the fundamentals

4.8

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Beginner level
No prior experience required
19 hours (approximately)
Flexible schedule
Learn at your own pace

What you’ll learn

  • Import large tabular datasets & customize the import options for your application

  • Extract subsets of data & compute statistics on groups of related data

  • Create customized visualizations to highlight the most relevant results from your analysis

  • Use interactive tools to explore, analyze, & visual data with automated code generation for reproducing results

Skills you’ll gain

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Assessments

9 quizzes

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