MathWorks
Exploratory Data Analysis with MATLAB
MathWorks

Exploratory Data Analysis with MATLAB

Erin Byrne
Michael Reardon
Maria Gavilan-Alfonso

Instructors: Erin Byrne

39,865 already enrolled

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Course

Gain insight into a topic and learn the fundamentals

4.8

(800 reviews)

|

96%

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

Details to know

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Assessments

9 quizzes

Taught in English

Course

Gain insight into a topic and learn the fundamentals

4.8

(800 reviews)

|

96%

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

See how employees at top companies are mastering in-demand skills

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Build your subject-matter expertise

This course is part of the Practical Data Science with MATLAB Specialization
When you enroll in this course, you'll also be enrolled in this Specialization.
  • Learn new concepts from industry experts
  • Gain a foundational understanding of a subject or tool
  • Develop job-relevant skills with hands-on projects
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There are 5 modules in this course

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.

What's included

11 videos4 readings2 quizzes1 discussion prompt

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.

What's included

8 videos1 reading2 quizzes1 discussion prompt

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.

What's included

5 videos3 quizzes1 discussion prompt

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.

What's included

11 videos4 readings1 quiz10 app items

In this module you’ll create live scripts with interactive controls. Then you’ll create your own analysis of a weather event to submit as a peer-reviewed assignment.

What's included

4 videos3 readings1 quiz1 peer review1 plugin

Instructors

Instructor ratings
4.8 (236 ratings)
Erin Byrne
MathWorks
4 Courses50,558 learners
Michael Reardon
MathWorks
4 Courses50,558 learners

Offered by

MathWorks

Recommended if you're interested in Data Analysis

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4.8

800 reviews

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MS
5

Reviewed on Mar 23, 2021

MT
5

Reviewed on Apr 26, 2022

MH
5

Reviewed on Jul 17, 2020

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