This book delves into the visual tools for working with neural networks in Matlab, with a view to using them in Artificial Intelligence applications to extract the knowledge contained in the data.These tools provide a convenient way to access the capabilities of the toolbox for the following tasks: Function Fitting, Pattern Recognition, Data Clustering, Regression Models, and Time Series Analysis.