Courses
MATLAB
This course introduces MATLAB for numerical computation, data analysis, visualization, and algorithm development, equipping students with skills to solve engineering, scientific, and mathematical problems through programming, simulation, and the use of specialized toolboxes for real-world applications.
About Course
Career Prospects
- Data Analyst
- Statistician
- Market Researcher
- Biostatistician
- Research Analyst
- Survey Analyst
- Quantitative Analyst
- Social Scientist
- Clinical Data Analyst
- Business Intelligence Analyst
- Financial Analyst
- Image Processing Expert
- Robotics Technician
Course Curriculum
Module 1: Introduction to MATLAB Environment
- Installation and Setup
- Command Window Basics
- Workspace Management
- Help and Documentation
- Basic Syntax
Module 2: Variables and Data Structures
- Scalar and Vector Operations
- Matrix Creation and Manipulation
- Array Indexing
- Data Types Conversion
- Multidimensional Arrays
Module 3: Control Flow and Loops
- If-Else Statements
- Switch-Case Constructs
- For Loops
- While Loops
- Break and Continue
Module 4: Functions and Scripts
- Script File Creation
- Function Definition
- Input and Output Arguments
- Anonymous Functions
- Function Handle
Module 5: Data Import and Export
- Reading CSV and Excel Files
- Writing Data Files
- Database Connections
- Handling Text Files
- Data Validation
Module 6: Plotting and Visualization
- Basic 2D Plots
- Customizing Graphs
- 3D Plotting
- Image Display
- Animation Basics
Module 7: Linear Algebra and Matrices
- Matrix Operations
- Eigenvalues and Eigenvectors
- Solving Linear Systems
- Matrix Decomposition
- Sparse Matrices
Module 8: Statistical Analysis
- Descriptive Statistics
- Probability Distributions
- Hypothesis Testing
- Regression Analysis
- ANOVA Techniques
Module 9: Differential Equations and Simulation
- ODE Solvers
- PDE Basics
- Numerical Integration
- Simulink Introduction
- Model Building
Module 10: Advanced Topics and Projects
- Toolbox Integration
- Optimization Methods
- Machine Learning Basics
- Capstone Project
- Debugging and Profiling
Skills and Tools Covered
MATLAB
Duration
2 Weeks
Cost
KES. 10,000
