[DOWNLOAD] "PREDICTIVE ANALYTICS WITH NEURAL NETWORKS USING MATLAB" by César Pérez López * Book PDF Kindle ePub Free

eBook details

Title: PREDICTIVE ANALYTICS WITH NEURAL NETWORKS USING MATLAB
Author : César Pérez López
Release Date : January 24, 2020
Genre: Mathematics,Books,Science & Nature,Computers & Internet,
Pages : * pages
Size : 4332 KB

Description

Predictive analytics encompasses a variety of statistical techniques from predictive modeling, machine learning, and data mining that analyze current and historical facts to make predictions about future or otherwise unknown events. Different work fields with neural networks and predictive analytics techniques are listed below.
• The multilayer perceptron (MLP)
• A radial basis function (RBF)
• Support vector machines (SVM)
• Fit regression models with neural networks
• Time series neural networks
• Hopfield and linear neural networks
• Generalized regression and LVQ neural networks
• Adaptative linear filters and non linear problems