Machine Learning Tutorials and Examples with MATLAB

Online Tutorials

Introduction to Machine Learning (4 videos)

Learn the fundamentals behind machine learning, understand the difference between unsupervised and supervised learning, and watch an example of machine learning workflow.

Applied Machine Learning (4 videos)

Explore applied machine learning topics such as feature engineering and techniques to transform raw data into features, ROC curves to compare and assess results, and hyperparameter optimization to find the best set of parameters.

Machine Learning Interactive Tutorial (onramp)

Take this free two-hour tutorial to practice machine learning methods for classification problems via hands-on exercises with automated assessments.

Practical Data Science with MATLAB Specialization (course)

Enroll in our 4-course series on Coursera to build your skills in data science and apply them to real-world examples.

Machine Learning with MATLAB (ebook)

Read the ebook to go step by step from machine learning basics to advanced techniques and algorithms.

Machine Learning in MATLAB (documentation)

Find MATLAB apps, functions, and examples to help you solve machine learning tasks.

Instructor-Led Courses

Machine Learning with MATLAB

Use MATLAB to create regression, classification, and clustering models and optimize their performance.

Accelerating and Parallelizing MATLAB Code

Make MATLAB code run faster. Compile MATLAB code into MEX files and solve computationally and data-intensive problems using multicore processors, GPUs, and computer clusters.

Predictive Maintenance with MATLAB

Learn the analytics, signal processing, and machine learning techniques needed for predictive maintenance and condition monitoring workflows.

Examples and Documentation

Open and Explore These Interactive Examples in MATLAB Online

Sensor Data Classification, Part 1

Open and explore

Sensor Data Classification, Part 2

Open and explore

Sensor Data Classification, Part 3

Open and explore

Explore and run practical examples in MATLAB for different types of models, including classification, regression, and clustering. Go step by step through the process of fitting the right model.

Classification