Machine Learning

MATLAB for Machine Learning

Train models, tune parameters, and deploy to production or the edge

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Machine learning teaches machines to do what comes naturally to humans: learn from experience. Use MATLAB® to engineer features from your data and fit machine learning models.

Why MATLAB for Machine Learning?

Classify Data Using the Classification Learner App

Interactively explore your data, select features, and train, compare, and assess models by using the Classification Learner and Regression Learner apps.

Classify Data Using the Classification Learner App (4:34)

Integrate with Simulink Systems

Integrate your trained models with Simulink® as native or MATLAB Function blocks, for embedded deployment or simulation of complete systems.

Deploy Trained Models to Hardware

Deploy your trained models to hardware platforms (from desktop systems to embedded hardware) by generating readable and portable C/C++ code.

Machine Learning Applications

With just a few lines of MATLAB code or with low-code apps, you can incorporate machine learning into your applications whether you are building models, engineering features, or generating code and deploying to embedded systems.

signal processing

Signal Processing

Acquire and analyze signals and time-series data

predictive maintenance

Predictive Maintenance

Develop machine learning models to detect and predict faults

computational biology

Computational Biology

Analyze and model data to classify and predict biological behavior

computational finance

Computational Finance

Develop machine learning models for finance applications

Wireless

Wireless

Apply AI techniques to wireless communications applications

Radar

Radar

Apply artificial intelligence techniques to radar applications

robotics

Robotics

Apply AI to enable autonomy in robotics applications

Machine Learning with MATLAB Tutorials and Examples

Whether you are new to machine learning or looking for an end-to-end workflow, explore these MATLAB resources to help with your next project.

Onramp

Get an introduction to practical machine learning methods

Examples

Run interactive examples through your browser

Tutorials

Explore the basics or advance your skills with engaging online courses

Ebook

Read about machine learning techniques and algorithms

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Statistics and Machine Learning Toolbox

Analyze and model data using statistics and machine learning

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MATLAB for Deep Learning

Design and implement deep neural networks with algorithms and pretrained models

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