Academia

• Computational Thinking
• Teaching Biology with MATLAB
• Teaching Calculus with MATLAB
• Teaching Chemistry with MATLAB
• Teaching Econometrics with MATLAB
• 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

• Using MathWorks Cloud
• Using AWS
• Using Azure

Code Generation and Verification

• Abstract Interpretation
• 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)

Computational Finance

• Backtesting
• Binomial Model
• CAPM
• Cointegration
• Commodities Trading
• Concentration Risk
• Counterparty Credit Risk
• Credit Derivatives
• Credit Risk
• Credit Scoring Model
• Equity Trading
• Financial Derivatives
• Financial Risk Management
• Fixed Income
• 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

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

Control Systems

• Bode Plot
• Control Design Software
• ECU Calibration
• Euler Angles
• Gain Scheduling
• Linearization
• OPC UA
• Parameter Estimation
• PID Control
• PID Tuning
• Quaternion
• Root Locus
• Rotation Matrix
• State-Space Models
• Transfer Function

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

Financial Services

• Algorithmic Trading
• Automated Trading
• Bank Stress Test
• Basel III
• Basel IV
• Black-Litterman
• CECL with MATLAB
• Conditional Value-at-Risk
• DSGE
• Expected Credit Loss
• Financial Engineering
• Financial Model Validation
• FRTB
• IFRS 9
• Model Risk
• Solvency II
• Systemic Risk
• Value-at-Risk

FPGA, ASIC, and System-on-Chip

• FPGA Image Processing
• 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
• Digital Image Processing
• Edge Detection
• Geodesy
• Image Analysis
• Image Enhancement
• Image Reconstruction
• Image Registration
• Image Segmentation
• Image Thresholding
• Image Transform
• Lab Color
• Map Projection

Industrial Automation and Machinery

• Internet of Things (IoT)
• Motor Control Design with Simulink
• MPPT Algorithm
• PackML
• Pulse-Width Modulation (PWM)
• RSLogix Integration with Simulink
• What Is a Digital Twin?

MATLAB

• Data Fitting
• Extend Java Math Capabilities with MATLAB
• MATLAB Acceleration
• MATLAB Apps
• MATLAB Code
• MATLAB GUI
• MATLAB Hadoop and Spark
• 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?

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 Simulation
• Power Factor Correction
• Pulse-Width Modulation (PWM)

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
• Real-Time Simulation

Robotics

• Arduino Programming with MATLAB and Simulink
• Raspberry Pi Programming with MATLAB and Simulink
• Robot Programming

Signal Processing and Communications

• 5G Wireless Technology Development
• Audio Signal Processing with MATLAB and Simulink
• Beamforming
• Channel Model
• Filter Design
• GPUs for Signal Processing Algorithms MATLAB
• High-Pass Filter
• Logic Analyzer with MATLAB and Simulink
• Low-Pass Filter
• LTE Tutorial
• Massive MIMO
• OFDM
• Oscilloscope Software with MATLAB and Simulink
• Parametric Equalizer (EQ) with MATLAB and Simulink
• 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

Simulink

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

Statistics and Machine Learning

• AdaBoost
• Cluster Analysis
• Convolutional Neural Network
• Cross-Validation
• What Is Deep Learning?
• Feature Selection
• Linear Model
• Linear Regression
• Long Short-Term Memory (LSTM) Networks
• What Is Machine Learning?
• 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
• Regularization
• 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

• CAN Network Communication
• Data Acquisition System Development
• XCP Protocol for ECU Measurement and Calibration

Text Analytics

• Natural Language Processing
• Sentiment Analysis
• Text Mining with MATLAB
• Word2vec

Verification, Validation, and Test

• Formal Verification
• Model-Based Testing
• Requirements Traceability