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MATLAB Fundamentals Training with Credit Risk Applications
Course Level: Beginner Contents: This online course contains 5 lessons, each with a video of approximately 45 minutes and supporting files. A certificate is issued upon competition. Enroll now and enhance your competence and knowledge.
Details:
- Overview/Introduction
- The MATLAB user interface
- Entering commands and creating variables
- Analyzing vectors and matrices
- Visualizing vector and matrix data
- Accessing HELP
- Example: Bond portfolio valuation
- Working with files: Read and Write from/to Excel and CSV
- Working with data types: Numeric, Text
- Date & Time, logical, arrays
- MATLAB data structures: Tables, Cells and Structs
- Example: Credit spread history
- Automating commands with scripts
- Writing programs with branching and loops
- Error Handling
- Debugging
- Improving performance
- Example: Calculating portfolio Cost of Downgrade and Cost of Default
- Creating functions: Standalone functions, Function handles, Inline functions
- Variable length arguments and outputs
- Introduction to Object Oriented Programming
- Example: Bond Portfolio Object
- Optimization functions
- Distribution Fitting
- Copula Fitting
- Ranking distributions using goodness-of-fit criteria
- Custom distributions
- Example: Spread distribution fitting and Simulation
Module 1
Module 2
Module 3
Module 4
Module 5
