Explorez les fonctionnalités et les capacités de MATLAB et Simulink à travers des vidéos, exemples, documents de référence du logiciel.
Analyse de texte
Automatisation et machines industrielles
Biologie computationnelle
Computer Vision
- Computer Vision
- Filtre de Kalman
- Introduction à la reconnaissance d'images
- MATLAB et OpenCV
- Reconnaissance de formes
Contrôle de moteurs électriques
Électrification
Génération et vérification de code
Informatique symbolique
Mathématiques financières
- MEDAF
- Produits dérivés
- Régression et séries temporelles
- Risque de crédit
- Risque de liquidité
- Risque de marché
- Trading algorithmique
MATLAB
Modélisation basée sur les événements
Modélisation physique
Optimisation
La robotique et les systèmes autonomes
Robotique et systèmes autonomes
- Drone mapping
- Introduction au LiDAR
- Introduction aux cobots
- Simulation drone
- Systèmes avancés d'aide à la conduite (ADAS)
Services financiers
Simulink
Statistiques et apprentissage automatique
- AdaBoost
- Algorithme génétique
- Analyse de cluster
- Analyse de la variance (ANOVA)
- Analyse en composantes principales (ACP)
- Analyse prédictive
- Apprentissage supervisé
- Apprentissage non supervisé
- Autoencoders
- Deep Learning (Apprentissage profond)
- Intelligence artificielle (IA)
- Introduction aux réseaux neuronaux convolutifs (CNN)
- Introduction à la maintenance prédictive
- Introduction au MLOps
- Machine Learning
- Maintenance prédictive
- Programmation linéaire
- Régression linéaire
- Réseau de Neurones Récurrents
- Simulation Monte Carlo
- Support Vector Machine (SVM)
- Surajustement
Systèmes de contrôle
- Angles d'Euler
- Correcteur PID
- Diagramme de Bode
- Fonction de transfert
- Introduction à la réponse en fréquence
- Introduction au Reinforcement Learning
Traitement d'image et cartographie
Traitement du signal et communications
- 6G
- Courbe ROC
- Débruitage
- Décomposition en modes empiriques
- Développement de la technologie sans fil 5G avec MATLAB
- Formation de faisceaux (Beamforming)
- Filtre passe-bas
- Filtre passe-haut
- La convolution
- Massive MIMO
- OFDM
- Radio logicielle (SDR)
- Système RF
- Tutoriel LTE
- Ultra-wideband (UWB)
Vérification, Validation et Test
English
Academia
- Computational Thinking
- Open Science
- Teaching Biology with MATLAB
- Teaching Calculus with MATLAB
- Teaching Chemistry with MATLAB
- Teaching Data Science with MATLAB
- Teaching Deep Learning with MATLAB
- Teaching Econometrics with MATLAB
- Teaching First-Year Engineering with MATLAB and Simulink
- Teaching Geoscience with MATLAB
- Teaching Physics with MATLAB
- Teaching Psychology and Neuroscience with MATLAB
- Teaching Quantitative Finance and Risk Management with MATLAB
- Teaching Science with MATLAB
Cloud Computing
Code Generation and Verification
Computational Biology
Computational Finance
- AI in Finance
- Backtesting
- Binomial Model
- CAPM
- Climate Stress Test
- Cointegration
- Commodities Trading
- Concentration Risk
- Counterparty Credit Risk
- Credit Derivatives
- Credit Risk
- Credit Scoring Model
- Equity Trading
- Financial Derivatives
- Financial Risk Management
- Fixed Income
- Fraud Analytics
- GARCH Models
- High-Frequency Trading
- Liquidity Risk
- Market Risk
- Momentum Trading
- Operational Risk
- Portfolio Optimization
- Predictive Modeling
- Statistical Arbitrage
- Smart Beta
- Swap Curve
- Swing Trading
- Time Series Regression
- Transaction Cost Analysis
- Yield Curve
- Zero Curve
Computer Vision
Control Systems
- Bode Plot
- Control Design Software
- ECU Calibration
- Euler Angles
- Frequency Response
- Gain Scheduling
- Linearization
- OPC UA
- Optimal Control
- Parameter Estimation
- PID Control
- PID Tuning
- Quaternion
- Reduced Order Modeling
- Root Locus
- Rotation Matrix
- State-Space Models
- Transfer Function
- What Is Reinforcement Learning?
- Battery Management Systems (BMS)
- Battery Modeling
- Battery State of Charge
- Battery Thermal Management System
- BLDC Motor Control
- Boost Converter Simulation
- Buck Converter Simulation
- Clarke and Park Transforms
- Droop Control
- Field-Oriented Control
- Field-Weakening Control
- Grid-Tied Inverter
- Induction Motor Speed 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
- Power System Simulation and Optimization
- Space Vector Modulation (SVM)
- Small-Signal Analysis
Energy Production
Event-Based Modeling
Financial Services
FPGA, ASIC, and System-on-Chip
Image Processing and Mapping
- Affine Transformation
- Color Profile
- Denoising
- 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
Industrial Automation and Machinery
MATLAB
- Data Preprocessing
- Data Cleaning
- Data Fitting
- What Is Data Visualization?
- Extend Java Math Capabilities with MATLAB
- MATLAB Acceleration
- MATLAB Apps
- MATLAB Code
- MATLAB GUI
- MATLAB Multicore
- MATLAB Plot Gallery
- Numerical Analysis with MATLAB
- Object-Oriented Programming in MATLAB
- Scientific Computing with MATLAB
- Using MATLAB with Excel
- What Is MATLAB?
Medical Devices
Optimization
Parallel Computing
Partial Differential Equations
Physical Modeling
Real-Time Simulation and Testing
Robotics and Autonomous Systems
- Arduino Programming with MATLAB and Simulink
- Advanced driver-assistance systems (ADAS)
- Cloud Robotics
- Cobots
- Cyber-Physical Systems
- Drone Mapping
- 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)
- Inertial Navigation System
Signal Processing and Communications
- 5G Wireless Technology Development
- 6G
- Audio Signal Processing with MATLAB and Simulink
- Beamforming
- Bluetooth Mesh
- Channel Model
- Convolution
- Denoising
- DVB-S2
- Empirical Mode Decomposition
- Fast Fourier Transform (FFT)
- Filter Design
- Electronically Steered Array (ESA) Radar
- GPUs for Signal Processing Algorithms MATLAB
- High-Pass Filter
- How do radars work?
- Logic Analyzer with MATLAB and Simulink
- Low-Pass Filter
- LTE Tutorial
- Massive MIMO
- What Is mmWave?
- Multi-Object Tracking
- Notch Filter
- OFDM
- What is O-RAN?
- Oscilloscope Software with MATLAB and Simulink
- Parametric Equalizer (EQ) with MATLAB and Simulink
- Quantization
- Radar System Design
- RF System
- S-Parameter
- Signal Integrity
- Software-Defined Radio
- Spectrum Analyzer Software with MATLAB and Simulink
- Stream Processing
- Synthetic Aperture Radar (SAR)
- UWB: Ultra-wideband
- Wavelet Transforms in MATLAB
- Wireless Transceiver
Simulink
Statistics and Machine Learning
- AdaBoost
- Anomaly Detection
- Autoencoders
- AutoML
- What Is Artificial Intelligence?
- Cluster Analysis
- Condition Monitoring
- Convolutional Neural Network
- Cross-Validation
- What Is Deep Learning?
- Feature Selection
- Feature Engineering
- Generative Adversarial Networks (GANs)
- Ground Truth
- Interpretability
- Linear Model
- What Is Linear Regression?
- Long Short-Term Memory (LSTM) Networks
- What Is Machine Learning?
- Machine Learning Models
- Machine Learning Operations (MLOps)
- Manufacturing Analytics
- MATLAB vs R
- Monte Carlo Simulation
- What Is a Neural Network?
- Nonlinear Model
- Nonlinear Regression
- Overfitting
- 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
Test and Measurement
Text Analytics
Verification, Validation, and Test
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