Explorez les fonctionnalités 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
Contrôle de moteurs électriques
Électrification
Génération et vérification de code
Informatique symbolique
Mathématiques financières
- Backtesting
- Modèle d'évaluation des actifs financiers (MEDAF/CAPM)
- 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
Services financiers
Simulink
Statistiques et Machine Learning
- AdaBoost
- Algorithme génétique
- Clustering
- 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 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
- Réponse en fréquence
- Reinforcement Learning
Traitement d'image et cartographie
Traitement du signal et communications
- 6G
- Convolution
- Courbe ROC
- Débruitage
- Décomposition en modes empiriques
- Formation de faisceaux (Beamforming)
- Filtre passe-bas
- Filtre passe-haut
- Massive MIMO
- OFDM
- Radio logicielle (SDR)
- Réseau sans fil
- Système RF
- Tutoriel LTE
- Ultra-wideband (UWB)
Vérification, Validation et Test
English
Academia
Code Generation and Verification
Computational Biology
Computational Finance
- AI in Finance
- Backtesting
- Binomial Model
- Capital Asset Pricing Model (CAPM)
- Climate Stress Test
- Cointegration
- Commodities Trading
- Concentration Risk
- Counterparty Credit Risk
- Credit Derivatives
- Credit Risk
- Credit Scoring Model
- Equity Trading
- Financial Derivatives
- Fixed Income
- Fraud Analytics
- GARCH Models
- High-Frequency Trading
- Liquidity Risk
- Market Risk
- Momentum Trading
- Operational Risk
- Portfolio Optimization
- Predictive Modeling
- Smart Beta
- Statistical Arbitrage
- Swap Curve
- Swing Trading
- Time Series Regression
- Transaction Cost Analysis
- Yield Curve
- Zero Curve
Computer Vision
Control Systems
- Battery Management Systems (BMS)
- Battery Modeling
- Battery Pack Design
- Battery State of Charge
- Battery Thermal Management System
- BLDC Motor Control
- Clarke and Park Transforms
- DC-DC Converter Control
- Droop Control
- EMT Simulation
- Dual Active Bridge
- Field-Oriented Control
- Field-Weakening Control
- Fuel Cell Model
- Grid-Forming Inverter
- Grid-Tied Inverter
- Hydrogen Electrolyzer
- Induction Motor Speed Control
- Microgrid Control
- Motor Control
- 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
- Sensorless Brushless Motor Control
- Space Vector Modulation (SVM)
- Small-Signal Analysis
Energy Production
Event-Based Modeling
Financial Services
FPGA, ASIC, and System-on-Chip
Image Processing and Mapping
Industrial Automation and Machinery
MATLAB
Medical Devices
Optimization
Partial Differential Equations
Physical Modeling
Real-Time Simulation and Testing
Robotics and Autonomous Systems
- Advanced Driver-Assistance Systems (ADAS)
- Arduino Programming
- Cloud Robotics
- Cobots
- Cyber-Physical Systems
- Drone Mapping
- Drone Programming
- Drone Simulation
- Inertial Navigation System
- Inverse Kinematics
- Lidar
- Path Planning
- Raspberry Pi Programming
- Robot Programming
- Robot Simulation
- Simultaneous Localization and Mapping (SLAM)
Signal Processing and Communications
- 6G
- Bandpass Filter
- Beamforming
- Bluetooth Interference
- Bluetooth Mesh
- Channel Model
- Convolution
- Denoising
- Digital Signal Processing
- DVB-S2
- Electronically Steered Array (ESA) Radar
- Empirical Mode Decomposition
- Fast Fourier Transform (FFT)
- Filter Design
- GPU Signal Processing Algorithms
- High-Pass Filter
- How Radars Work
- IBIS-AMI
- Link Budget
- Logic Analyzer
- Low-Pass Filter
- LTE Tutorial
- Massive MIMO
- mmWave
- Modal Analysis
- Multi-Object Tracking
- Notch Filter
- OFDM
- O-RAN
- Oscilloscope Software
- Parametric Equalizer (EQ)
- Quantization
- Radar System Design
- RF System
- S-Parameter
- SerDes (Serializer/Deserializer)
- Signal Integrity
- Software-Defined Radio
- Sound Pressure Level (SPL)
- Spectrum Analyzer Software
- Stream Processing
- Synthetic Aperture Radar (SAR)
- Ultra-Wideband (UWB)
- Wavelet Transforms
- Wireless Network
- Wireless Transceiver
Simulink
Statistics and Machine Learning
- AdaBoost
- Anomaly Detection
- Artificial Intelligence
- Autoencoders
- AutoML
- Clustering
- Condition Monitoring
- Convolutional Neural Network
- Cross-Validation
- Deep Learning
- Feature Selection
- Feature Engineering
- Generative Adversarial Networks (GANs)
- Ground Truth
- Interpretability
- Linear Model
- Linear Regression
- Long Short-Term Memory (LSTM) Networks
- Machine Learning
- Machine Learning Models
- Manufacturing Analytics
- MATLAB vs. R
- MLOps
- Monte Carlo Simulation
- Multivariate Analysis of Variance (MANOVA)
- Neural Network
- Nonlinear Model
- Nonlinear Regression
- Overfitting
- Panel Data
- Predictive Analytics
- Predictive Maintenance
- Prescriptive Analytics
- Probability Distributions
- Process Capability
- Prognostics and Health Management (PHM)
- Random Number
- Recurrent Neural Network (RNN)
- Regularization
- ROC Curve
- Smoothing
- Supervised Learning
- Support Vector Machine (SVM)
- TinyML
- Transfer Learning
- Unsupervised Learning
