MATLAB is a numerical computing environment and programming language developed by MathWorks. While it is most often used by engineers and scientists, it has evolved in ways that have caused more data scientists, statisticians, economists, and data analysts to use it for their work. Advanced MATLAB is typically used for applications that require linear algebra and numerical optimization.

We recommend these courses for people with a strong foundation in introductory MATLAB® that wish to expand their skills for data science and machine learning problems. You may wish to use MATLAB to implement supervised and unsupervised machine learning models, or for more advanced concepts in robotics and probabilistic graphical models.

What jobs use MATLAB?

According to Burning Glass, there were 60,000 job postings in the last 12 months requiring MATLAB as a skill. Some of the functional job titles that require this skill are Software Developer, Computer Systems Engineer, Business Intelligence Analyst, or Operations Research Analyst. Advanced MATLAB skills are very marketable and they can be a powerful addition to your resume.

What skills or experience do I need to already have, before starting to learn MATLAB?

Before starting to learn MATLAB, you'll need to have a good understanding of linear algebra and matrix theory to take full advantage of MATLAB's features and understand the underlying principles used in the language. You should also understand the basics of object-oriented programming languages and have experience working with Simulink.

How do I know if learning MATLAB is right for me?

If you are a data scientist or engineer—or striving to be one—learning MATLAB is likely right for you as it is extremely useful in data plotting, data analysis, other data functions, and designing modern systems and products. Learning MATLAB is also useful for research scholars and scientists who deal with advanced mathematical studies. Professionals in the fields of deep learning, machine learning, computational finance, or image and signal processing may also find that learning MATLAB is right for them.

What topics can I study that are related to MATLAB?

Many mathematical topics are related to MATLAB that you can study, including trigonometry, linear algebra, interpolation, differential equations, graphs, network algorithms, and computational geometry. Graphics topics like two- and three-dimensional plots, animation, and images are also related to MATLAB. You can learn more about programming to enhance your study of MATLAB as well as app-building and software development. You can also study other programming languages, such as Java, C, C++, PHP, Python, and ASP since MATLAB can easily interact with other programs written in these languages.

What types of places hire people with a background in MATLAB?

Places that hire people with a background in MATLAB include science labs, research centers, technology companies, and educational institutions, among others. Major corporations that hire MATLAB developers and engineers who use MATLAB include Apple, Lockheed Martin, Northrop Grumman, Raytheon Technologies, McKean Defense, and Cirrus Logic.

What are the benefits of taking an online MATLAB course?

Online MATLAB courses offer a convenient and flexible way to enhance your knowledge or learn new MATLAB skills. Choose from a wide range of MATLAB courses offered by top universities and industry leaders tailored to various skill levels.

What MATLAB courses are best for training and upskilling employees or the workforce?

When looking to enhance your workforce's skills in MATLAB, it's crucial to select a course that aligns with their current abilities and learning objectives. Our Skills Dashboard is an invaluable tool for identifying skill gaps and choosing the most appropriate course for effective upskilling. For a comprehensive understanding of how our courses can benefit your employees, explore the enterprise solutions we offer. Discover more about our tailored programs at Coursera for Business here .

Top Matlab Courses - Learn Matlab Online

Explore the MATLAB Course Catalog

DeepLearning.AI
Calculus for Machine Learning and Data Science
Skills you'll gain: Applied Mathematics, Calculus, NumPy, Machine Learning, Jupyter, Python Programming, Artificial Neural Networks, Visualization (Computer Graphics), Deep Learning, Derivatives
4.8
Rating, 4.8 out of 5 stars
805 reviews
Intermediate · Course · 1 - 4 Weeks
Imperial College London
Mathematics for Machine Learning: Multivariate Calculus
Skills you'll gain: Regression Analysis, Calculus, Advanced Mathematics, Machine Learning Algorithms, Statistical Analysis, Linear Algebra, Artificial Neural Networks, Mathematical Modeling, Python Programming, Derivatives
4.7
Rating, 4.7 out of 5 stars
5.7K reviews
Beginner · Course · 1 - 3 Months
New York University
Guided Tour of Machine Learning in Finance
Skills you'll gain: Supervised Learning, Machine Learning Methods, Applied Machine Learning, Machine Learning Algorithms, Machine Learning, Statistical Methods, Artificial Neural Networks, Statistical Modeling, Predictive Modeling, Scikit Learn (Machine Learning Library), Regression Analysis, Financial Services, Finance, Financial Market, Unsupervised Learning, Tensorflow, Reinforcement Learning
3.8
Rating, 3.8 out of 5 stars
675 reviews
Intermediate · Course · 1 - 4 Weeks
University of Illinois Urbana-Champaign
Machine Learning for Accounting with Python
Skills you'll gain: Machine Learning Algorithms, Unsupervised Learning, Scikit Learn (Machine Learning Library), Machine Learning, Text Mining, Applied Machine Learning, Time Series Analysis and Forecasting, Data Processing, Supervised Learning, Predictive Modeling, Python Programming, Random Forest Algorithm, Regression Analysis, Feature Engineering, Jupyter, Pandas (Python Package), Natural Language Processing, Decision Tree Learning, Performance Metric
Build toward a degree
4.6
Rating, 4.6 out of 5 stars
43 reviews
Intermediate · Course · 1 - 3 Months
University of Pennsylvania
Data Analysis Using Python
Skills you'll gain: Matplotlib, Data Analysis, Pandas (Python Package), Data Science, Data Cleansing, Pivot Tables And Charts, Data Visualization Software, Data Manipulation, Scatter Plots, NumPy, Data Quality, Jupyter, Data Import/Export, Histogram, Python Programming, Programming Principles
4.5
Rating, 4.5 out of 5 stars
413 reviews
Beginner · Course · 1 - 4 Weeks
Google Cloud
Introduction to Computer Vision with TensorFlow
Skills you'll gain: Tensorflow, Computer Vision, Machine Learning Methods, Development Environment, Image Analysis, Google Cloud Platform, Deep Learning, Artificial Neural Networks
5
Rating, 5 out of 5 stars
6 reviews
Beginner · Project · Less Than 2 Hours
Howard University
Introduction to Linear Algebra and Python
Skills you'll gain: Linear Algebra, Data Visualization, NumPy, Jupyter, Mathematical Modeling, Data Science, Python Programming, Data Analysis, Software Installation, Git (Version Control System)
4.3
Rating, 4.3 out of 5 stars
15 reviews
Beginner · Course · 1 - 4 Weeks
Codio
Select Topics in Python: Matplotlib
Skills you'll gain: Matplotlib, Data Visualization Software, Statistical Visualization, Data Visualization, Jupyter, Interactive Data Visualization, Scatter Plots, Histogram, Box Plots, Graphing
3.4
Rating, 3.4 out of 5 stars
9 reviews
Intermediate · Course · 1 - 4 Weeks
Icahn School of Medicine at Mount Sinai
Systems Biology and Biotechnology
Skills you'll gain: Matlab, Bioinformatics, Quantitative Research, Unsupervised Learning, Data Synthesis, Mathematical Modeling, Science and Research, Analysis, Life Sciences, Scientific Methods, Differential Equations, Computational Thinking, Systems Analysis, Model Based Systems Engineering, Applied Mathematics, Data Mining, Network Analysis, Medical Science and Research, Systems Engineering, Data Integration
4.4
Rating, 4.4 out of 5 stars
966 reviews
Intermediate · Specialization · 3 - 6 Months
Howard University
Fundamental Linear Algebra Concepts with Python
Skills you'll gain: Linear Algebra, NumPy, Applied Mathematics, Algebra, Python Programming, Data Manipulation, Data Science, Computer Programming
4.4
Rating, 4.4 out of 5 stars
15 reviews
Mixed · Course · 1 - 4 Weeks
Arizona State University
Introduction to Machine Learning with Python
Skills you'll gain: Supervised Learning, Unsupervised Learning, Generative AI, Deep Learning, Image Analysis, Machine Learning Algorithms, Python Programming, Machine Learning, Artificial Neural Networks, Data Processing, Computer Vision, Predictive Modeling, Regression Analysis
3.6
Rating, 3.6 out of 5 stars
19 reviews
Beginner · Course · 1 - 4 Weeks
Corporate Finance Institute
Python Fundamentals
Skills you'll gain: Matplotlib, Financial Data, Exploratory Data Analysis, Statistical Methods, Pandas (Python Package), Financial Analysis, Data Visualization Software, Statistical Analysis, Data Manipulation, NumPy, Seaborn, Data Analysis, Data Science, Data Transformation, Data Import/Export, Python Programming, Data Cleansing, Computer Programming
Advanced · Course · 1 - 3 Months