MathWorks
Practical Data Science with MATLAB Specialization
MathWorks

Practical Data Science with MATLAB Specialization

Taught in English

Some content may not be translated

Sam Jones
Cris LaPierre
Brian Buechel

Instructors: Sam Jones

26,349 already enrolled

Included with Coursera Plus

Specialization - 4 course series

Get in-depth knowledge of a subject

4.8

(899 reviews)

Beginner level

Recommended experience

2 months at 4 hours a week
Flexible schedule
Learn at your own pace

What you'll learn

  • Analyze large datasets & calculate statistics on specific groups in the data

  • Use interactive tools to investigate your data & remove noise and outliers

  • Create & evaluate machine learning models

  • Create reports & interactive documents to share your work

Details to know

Shareable certificate

Add to your LinkedIn profile

Specialization - 4 course series

Get in-depth knowledge of a subject

4.8

(899 reviews)

Beginner level

Recommended experience

2 months at 4 hours a week
Flexible schedule
Learn at your own pace

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

Placeholder

Advance your subject-matter expertise

  • Learn in-demand skills from university and industry experts
  • Master a subject or tool with hands-on projects
  • Develop a deep understanding of key concepts
  • Earn a career certificate from MathWorks
Placeholder
Placeholder

Earn a career certificate

Add this credential to your LinkedIn profile, resume, or CV

Share it on social media and in your performance review

Placeholder

Specialization - 4 course series

Exploratory Data Analysis with MATLAB

Course 119 hours4.8 (800 ratings)

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

Category: Data Analysis
Category: Data Visualization
Category: Matlab

Data Processing and Feature Engineering with MATLAB

Course 220 hours4.7 (334 ratings)

What you'll learn

  • Prepare data for further analysis by removing noise, identifying outliers, & merging data from multiple sources

  • Create and evaluate features for machine learning applications

  • Explore special techniques for handling textual, audio, & image data

  • Perform unsupervised machine learning

Skills you'll gain

Category: Feature Engineering
Category: Matlab
Category: Data Cleansing

Predictive Modeling and Machine Learning with MATLAB

Course 322 hours4.8 (112 ratings)

What you'll learn

  • Apply a full machine learning workflow, from cleaning data to training & evaluating models using a real-world dataset

  • Use apps to quickly train many machine learning models to find the best approach for your application

  • Customize training using cost matrices to emphasize important classes

Skills you'll gain

Category: Machine Learning
Category: Matlab
Category: Predictive Modelling

Data Science Project: MATLAB for the Real World

Course 413 hours4.8 (24 ratings)

What you'll learn

  • Apply a full data science workflow, including importing & cleaning data, creating features, training machine learning models, & evaluating results

  • Effectively communicate results by identifying your target audience & creating meaningful visualizations

  • Create a final report that includes text, code, & visualizations to share with colleagues

Skills you'll gain

Category: Data Science
Category: Data Analysis
Category: Machine Learning
Category: Matlab
Category: Predictive Modelling

Instructors

Sam Jones
MathWorks
4 Courses27,981 learners

Offered by

MathWorks

Why people choose Coursera for their career

Felipe M.
Learner since 2018
"To be able to take courses at my own pace and rhythm has been an amazing experience. I can learn whenever it fits my schedule and mood."
Jennifer J.
Learner since 2020
"I directly applied the concepts and skills I learned from my courses to an exciting new project at work."
Larry W.
Learner since 2021
"When I need courses on topics that my university doesn't offer, Coursera is one of the best places to go."
Chaitanya A.
"Learning isn't just about being better at your job: it's so much more than that. Coursera allows me to learn without limits."

New to Data Analysis? Start here.

Placeholder

Open new doors with Coursera Plus

Unlimited access to 7,000+ world-class courses, hands-on projects, and job-ready certificate programs - all included in your subscription

Advance your career with an online degree

Earn a degree from world-class universities - 100% online

Join over 3,400 global companies that choose Coursera for Business

Upskill your employees to excel in the digital economy

Frequently asked questions