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Training & Learning

MATLAB

Training:

Machine Learning with MATLAB

This two-day course focuses on data analytics and machine learning techniques in MATLAB® using functionality within Statistics and Machine Learning Toolbox and Neural Network Toolbox. The course demonstrates the use of unsupervised learning to discover features in large data sets and supervised learning to build predictive models. Examples and exercises highlight techniques for visualisation and evaluation of results. Topics include:

  • Organising and preprocessing data
  • Clustering data
  • Creating classification and regression models
  • Interpreting and evaluating models
  • Simplifying data sets
  • Using ensembles to improve model performance

Prerequisites: MATLAB Fundamentals or MATLAB for Financial Applications, or equivalent experience using MATLAB.