Discover machine learning capabilities in MATLAB® for classification, regression, clustering, and deep learning, including apps for automated model training and code generation.
Workflow for training, comparing and improving classification models, including automated, manual, and parallel training.
Workflow for training, comparing and improving regression models, including automated, manual, and parallel training.
Compare data distributions using median, interquartile range, and percentiles.
Visually determine data distributions.
Generate random samples from specified probability distributions, and displays display the samples as histograms.
Understand the steps for supervised learning and the characteristics of nonparametric classification and regression functions.
Address statistical modeling problems with active data collection.