MathWorks
Practical Data Science with MATLAB Specialization
MathWorks

Practical Data Science with MATLAB Specialization

Sam Jones
Isaac Bruss
Cris LaPierre

Instructors: Sam Jones

Included with Coursera Plus

Get in-depth knowledge of a subject

(927 reviews)

Beginner level
No prior experience required
2 months at 4 hours a week
Flexible schedule
Earn a career credential
Share your expertise with employers
Get in-depth knowledge of a subject

(927 reviews)

Beginner level
No prior experience required
2 months at 4 hours a week
Flexible schedule
Earn a career credential
Share your expertise with employers

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

Overview

What’s included

Shareable certificate

Add to your LinkedIn profile

Taught in English
37 practice exercises

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

Specialization - 4 course series

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

Matlab, Data Manipulation, Data Import/Export, Exploratory Data Analysis, Descriptive Statistics, Data Analysis, Data Visualization Software, Scripting, Data Cleansing, Technical Communication, Data Mapping, Data Visualization, Interactive Data Visualization, Statistical Analysis, and Probability & Statistics

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

Matlab, Feature Engineering, Data Cleansing, Data Processing, Image Analysis, Data Integration, Data Manipulation, Dimensionality Reduction, Text Mining, Histogram, Data Transformation, Predictive Modeling, Unstructured Data, Exploratory Data Analysis, Natural Language Processing, Descriptive Statistics, and Data Visualization

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

Predictive Modeling, Matlab, Supervised Learning, Regression Analysis, Machine Learning, Classification And Regression Tree (CART), Applied Machine Learning, Predictive Analytics, Feature Engineering, Sampling (Statistics), Statistical Modeling, and Data Processing

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

Exploratory Data Analysis, Data Science, Feature Engineering, Matlab, Data Import/Export, Data Manipulation, Applied Machine Learning, Technical Communication, Statistical Reporting, Machine Learning, Data Analysis, Data Cleansing, Data Storytelling, Data Visualization, Data Processing, and Predictive Modeling

Earn a career certificate

Add this credential to your LinkedIn profile, resume, or CV. Share it on social media and in your performance review.

Instructors

Sam Jones
MathWorks
3 Courses42,346 learners
Isaac Bruss
MathWorks
9 Courses60,522 learners
Cris LaPierre
MathWorks
4 Courses52,916 learners

Offered by

MathWorks

Compare with similar products

Rating
Level
Skills
Tools
Last updated
Number of practice exercises
Degree eligibility
Part of Coursera Plus

You might also like

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."
Coursera Plus

Open new doors with Coursera Plus

Unlimited access to 10,000+ 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