Machine Learning: Artificial Intelligence with MATLAB - Adnan Shahin
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This book focuses on data analytics and machine learning techniques in MATLAB using functionality within Statistics and Machine Learning Toolbox and Neural Network Toolbox. The book 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 visualization and evaluation of results. T ... Full description
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Description
This book focuses on data analytics and machine learning techniques in MATLAB using functionality within Statistics and Machine Learning Toolbox and Neural Network Toolbox. The book 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 visualization and evaluation of results. Topics include:Organizing and preprocessing data.Clustering data.Creating classification and regression models.Interpreting and evaluating models.Simplifying data sets.Using ensembles to improve model performance.
More Information
| Author | Adnan Shahin |
|---|---|
| Publisher | LAP LAMBERT Academic Publishing |
| Release year | 2019 |
| Cover type | Softcover |
| EAN | 9786200466419 |