In this book, machine learning algorithms are implemented in the MATLAB environment. So, to reproduce the many examples in this book, you need a new version of MATLAB (R2017a recommended) and the following toolboxes: statistics and machine learning toolbox, neural network toolbox, and fuzzy logic toolbox.
- Preface
- Getting Started with MATLAB Machine Learning
- Importing and Organizing Data in MATLAB
- From Data to Knowledge Discovery
- Finding Relationships between Variables - Regression Techniques
- Pattern Recognition through Classification Algorithms
- Identifying Groups of Data Using Clustering Methods
- Simulation of Human Thinking - Artificial Neural Networks
- Improving the Performance of the Machine Learning Model - Dimensionality Reduction
- Machine Learning in Practice
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