Build AI Models with MATLAB
Discover the products used to build robust AI models for signal, visual, and text data.
Products for AI Modeling
- Deep Learning Toolbox
- Statistics and Machine Learning Toolbox
Capabilities
- Designing and training machine learning and deep learning models
- Exchanging models and co-executing with PyTorch®, TensorFlow™, and scikit-learn
- Using explainable AI techniques
- Verifying robustness of deep neural networks
- Optimizing and compressing deep neural networks
Products for Signal, Visual, and Text Data
- Signal Processing Toolbox
- Computer Vision Toolbox
- Text Analytics Toolbox
Integrate and Deploy AI Models
Discover the products used to build AI solutions that adhere to stringent reliability, safety, and hardware requirements.
Solutions
Products
Capabilities
Embedded AI
- Simulink
- MATLAB Coder
- Simulink Coder
- GPU Coder
- Embedded Coder
- Reduced Order Modeling Support Package
- Preparing AI models for deployment to resource-constrained targets
- Simulating and testing AI-powered systems to reduce errors in production
- Automatically generating C/C++ and CUDA® code for targeted deployment to CPUs, GPUs, FPGAs, and SOCs
Cloud AI
- MATLAB Online
- Simulink Online
- MATLAB Online Server
- MATLAB Production Server
- MATLAB Web App Server
- Scaling AI development, deployment, and operationalization
- Connecting to popular data services like Amazon® S3™ and Azure® Data Lake™
- Using continuous integration (CI) platforms like Azure® DevOps, Jenkins®, or your own CI server
Verification and Validation for AI
- Deep Learning Toolbox Verification Library
- Simulink
- Requirements Toolbox
- Deep Learning Toolbox Model Quantization Library
- Preparing AI models for deployment to safety-critical systems
- Explaining the decisions and verifying the robustness of AI models
- Ensuring that AI systems meet safety and reliability standards
Collaborate with Consulting Services
Partner with MathWorks Consulting Services for tailored solutions and faster results.
Apply AI to Your Domain
Discover the products used to build AI applications across domains and industries.
Applications
Products
Learn More
Wireless Communications
- Communications Toolbox
- 5G Toolbox
- WLAN Toolbox
Control Systems
- Model Predictive Control Toolbox
- System Identification Toolbox
- Reinforcement Learning Toolbox
- Fuzzy Logic Toolbox
Predictive Maintenance
- Predictive Maintenance Toolbox
- Industrial Communication Toolbox