MATLAB^® Module 3: Statistical and Machine Learning

26.11.2019 - 28.11.2019 | 09:00-17:30

This three-day course focuses on statistics and machine learning techniques in MATLAB^® using functionality within Statistics and Machine Learning Toolbox^™. Examples and exercises demonstrate the use of appropriate functionality throughout the analysis process.

Topics include:

• Organizing and preprocessing data
• Calculating summary statistics
• Visualizing data
• Fitting distributions
• Performing tests of significance
• Fitting regression models
• Clustering data
• Creating classification and regression models
• Interpreting and evaluating models
• Simplifying data sets
• Using ensembles to improve model performance