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Course Overview

Xpertised Offers Advanced and Personalized Instructor Led Online Classroom training on MATLAB which gives you the opportunity to interact with a MATLAB instructor and help you enhance yourself to meet the demands of the industry.

Learn from our instructors from the convenience of your home or office. Interact and learn live with trainers and other participants.

Course Content

Fundamentals for Financial Applications

  • Working with the MATLAB user interface
  • Entering commands and creating variables
  • Analyzing vectors and matrices
  • Visualizing vector and matrix data
  • Working with data files
  • Working with data types
  • Automating commands with scripts
  • Writing programs with logic and flow control
  • Writing functions

Portfolio Optimization

  • Importing data from a database
  • Importing data from a database
  • Importing data from a datafeed
  • Visualization and statistical analysis of data
  • Minimizing portfolio volatility
  • Generating the Efficient Frontier
  • Backtesting of portfolios
  • Maximum drawdown as a measure of risk
  • Genetic algorithms and multi-objective optimization

Building Graphical User Interfaces

  • Handle Graphics®
  • User interface controls
  • Callback functions
  • Graphical user interface development environment (GUIDE)
  • GUI deployment

Deploying MATLAB Based Applications - Java Edition

  • Deployment options
  • MATLAB Compiler
  • Integrating MATLAB code with Java applications
  • Java components with inputs and outputs
  • Java component interface considerations
  • Web deployment

Deploying MATLAB Based Applications - .NET Edition

  • Deployment options
  • MATLAB Compiler
  • Integrating MATLAB code with .NET applications
  • .NET components with inputs and outputs
  • .NET component interface considerations
  • Web deployment

MATLAB Based Optimization Techniques

  • Optimization Fundamentals
  • Writing Objective Functions
  • Expressing Constraints
  • Selecting Solvers and Options
  • Global Optimization

Parallel Computing with MATLAB

  • Working with a MATLAB pool
  • Speeding up computations
  • Task-parallel programming
  • Working with large data sets
  • Data-parallel programming
  • Increasing scale with multiple systems

MATLAB Programming Techniques

  • Programming for correctness
  • Structuring data
  • Structuring code
  • Classes and objects

Statistical Methods in MATLAB

  • Managing data
  • Calculating summary statistics
  • Visualizing data
  • Fitting distributions
  • Performing tests of significance
  • Performing analysis of variance
  • Fitting regression models
  • Reducing data sets
  • Generating random numbers and performing simulations

MATLAB for Data Processing and Visualization

  • Importing data
  • Organizing data
  • Visualizing data

Customer Reviews

Thanks to Xpertised and the tutor who walked me through all the topics with Practical exposure which is helping me in my current project.

Course was quite helpful in terms of understanding of concepts and practicality. Its really a very friendly environment to learn. The timing were mutually chosen, as we both are working professional. I am quite satisfied with the course.


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