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Explore Featured MATLAB & Simulink Capabilities

Millions of engineers and scientists worldwide use MATLAB & Simulink for a range of applications, in industry, including deep learning and machine learning, signal processing and communications, image and video processing, control systems, test and measurement and computational biology.

Cloud Computing

  • Using MathWorks Cloud

Code Generation and Verification

  • Abstract Interpretation
  • CERT C
  • Code Review
  • Cyclomatic Complexity
  • Formal Methods
  • IP Core Generation with MATLAB and Simulink
  • Software Metrics
  • Software QA
  • Software Quality Objectives
  • Source Code Analysis
  • Static Code Analysis

Computational Biology

  • Pharmacokinetic/Pharmacodynamic (PK/PD) Model
  • Quantitative Systems Pharmacology (QSP)

Computer Vision

  • Feature Extraction
  • Image Recognition
  • Kalman Filter
  • MATLAB and OpenCV
  • Object Detection
  • Object Recognition
  • Optical Flow
  • Pattern Recognition
  • Point Cloud
  • RANSAC
  • Stereo Vision
  • Visual Inspection

Control Systems

  • Bode Plot
  • Control Design Software
  • ECU Calibration
  • Euler Angles
  • Frequency Response
  • Gain Scheduling
  • Linearization
  • OPC UA
  • Parameter Estimation
  • PID Control
  • PID Tuning
  • Quaternion
  • Reduced Order Modeling
  • Root Locus
  • Rotation Matrix
  • State-Space Models
  • Transfer Function
  • What Is Reinforcement Learning?

Energy Production

  • Energy Trading and Risk Management
  • ETRM
  • Load Forecasting
  • MPPT Algorithm
  • Power System Simulation and Optimization
  • Seismic Data Processing
  • Wind Resource Assessment

Event-Based Modeling

  • Control Logic
  • Finite State Machine
  • Queuing Theory
  • State Chart
  • State Diagram

FPGA, ASIC, and System-on-Chip

  • FPGA Image Processing
  • FPGA Programming
  • Hardware Design with MATLAB and Simulink
  • High-Level Synthesis
  • SoC FPGA
  • UVM Verification
  • Verilog Test Bench and VHDL Test Bench

Image Processing and Mapping

  • Affine Transformation
  • Color Profile
  • DICOM
  • Digital Image Processing
  • Edge Detection
  • Geodesy
  • Hyperspectral Imaging
  • Image Analysis
  • Image Enhancement
  • Image Reconstruction
  • Image Registration
  • Image Segmentation
  • Image Thresholding
  • Image Transform
  • Lab Color
  • Map Projection
  • Medical Image Analysis with MATLAB

MATLAB

Industrial Automation and Machinery

  • Internet of Things (IoT)
  • Motor Control Design with Simulink
  • MPPT Algorithm
  • PackML
  • PLC simulation
  • RSLogix Integration with Simulink
  • Virtual Commissioning
  • Digital Twin?

Medical Devices

  • Biomedical Signal Processing
  • Medical Device Design
  • IEC 62304
  • Medical Image Analysis with MATLAB
  • DICOM

Power Electronics Control Design

  • Battery Management Systems (BMS)
  • Battery Modeling
  • Battery State of Charge
  • BLDC Motor Control
  • Boost Converter Simulation
  • Buck Converter Simulation
  • Clarke and Park Transforms
  • Field-Oriented Control
  • Motor Control Design with Simulink
  • Motor Modeling and Simulation
  • MPPT Algorithm
  • Power Electronics Hardware-in-the-Loop (HIL) testing
  • Power Electronics Simulation
  • Power Factor Correction
  • Space Vector Modulation (SVM)
  • Small-Signal Analysis

Optimization

  • Convex Optimization
  • Design Optimization
  • Genetic Algorithm
  • Integer Programming
  • Linear Programming
  • Multiobjective Optimization
  • Nonlinear Programming
  • Quadratic Programming
  • Simulated Annealing

Parallel Computing

  • Parallel Computing on the Cloud with MATLAB
  • MATLAB GPU Computing

Partial Differential Equations

  • Finite Element Analysis

Physical Modeling

  • Battery Modeling

Real-Time Simulation and Testing

  • Hardware-in-the-Loop (HIL) Simulation
  • Power Electronics Hardware-in-the-Loop (HIL) testing
  • Real-Time Simulation

Robotics

  • Arduino Programming with MATLAB and Simulink
  • Cloud Robotics
  • Cyber-Physical Systems
  • Drone Programming
  • Drone Simulation
  • Inverse Kinematics
  • What Is Lidar?
  • Path Planning
  • Raspberry Pi Programming with MATLAB and Simulink
  • Robot Programming
  • Simultaneous Localization and Mapping (SLAM)

Simulink

  • Block Diagram
  • Cyber-Physical Systems
  • Modeling and Simulation
  • Simulation Software 
  • Simulink Projects
  • Simulink Support for Embedded Hardware 
  • SOA
  • Variant Design in Simulink

Statistics and Machine Learning

  • AdaBoost
  • AutoML
  • What Is Artificial Intelligence?
  • Cluster Analysis
  • Convolutional Neural Network
  • Cross-Validation
  • What Is Deep Learning?
  • Feature Selection
  • Feature Engineering
  • Generative Adversarial Networks (GANs)
  • Interpretability
  • Linear Model
  • What Is Linear Regression?
  • Long Short-Term Memory (LSTM) Networks
  • What Is Machine Learning?
  • Machine Learning Models
  • MATLAB vs R
  • Monte Carlo Simulation
  • What Is a Neural Network?
  • Nonlinear Model
  • Nonlinear Regression
  • Panel Data
  • Predictive Analytics 
  • Predictive Maintenance
  • Prescriptive Analytics
  • Probability Distributions
  • Prognostics
  • Random Number
  • Recurrent Neural Network (RNN)
  • Regularization
  • ROC Curve
  • Smoothing
  • Supervised Learning
  • Support Vector Machine (SVM)
  • Transfer Learning
  • Unsupervised Learning

Symbolic Computing

  • Analytical Solution 
  • Computer Algebra System
  • Dimensional Analysis
  • Integral
  • Inverse Kinematics
  • MuPAD 

Test and Measurement

  • Controller Area Network
  • Data Acquisition System Development
  • XCP Protocol for ECU Measurement and Calibration

Text Analytics

  • Lemmatization
  • Natural Language Processing
  • N-gram
  • Sentiment Analysis
  • Stemming
  • Text Mining with MATLAB
  • Word2vec

Verification, Validation, and Test

  • Formal Verification
  • Model-Based Testing 
  • Requirements Traceability
  • IEC 62304

Signal Processing and Communications

  • 5G Wireless Technology Development
  • Audio Signal Processing with MATLAB and Simulink
  • Beamforming
  • Channel Model
  • Empirical Mode Decomposition
  • Filter Design
  • GPUs for Signal Processing Algorithms MATLAB
  • High-Pass Filter
  • Logic Analyzer with MATLAB and Simulink
  • Low-Pass Filter
  • LTE Tutorial
  • Massive MIMO
  • Multi-Object Tracking
  • OFDM
  • Oscilloscope Software with MATLAB and Simulink
  • Parametric Equalizer (EQ) with MATLAB and Simulink
  • Quantization
  • Radar System Design
  • RF System
  • S-Parameter
  • Software-Defined Radio
  • Spectrum Analyzer Software with MATLAB and Simulink
  • Stream Processing
  • Wavelet Transforms in MATLAB
  • Wireless Transceiver
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