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The Machine Learning Workshop

You're reading from   The Machine Learning Workshop Get ready to develop your own high-performance machine learning algorithms with scikit-learn

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Product type Paperback
Published in Jul 2020
Publisher Packt
ISBN-13 9781839219061
Length 286 pages
Edition 2nd Edition
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Author (1):
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Hyatt Saleh Hyatt Saleh
Author Profile Icon Hyatt Saleh
Hyatt Saleh
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Toc

Introduction

In the preceding chapter, we explored three machine learning algorithms to solve supervised learning tasks, either for classification or regression. In this chapter, we will explore one of the most popular machine learning algorithms nowadays, artificial neural networks, which belong to a subgroup of machine learning called deep learning.

Artificial neural networks (ANNs), also known as Multilayer Perceptrons (MLPs), have become increasingly popular mostly because they present a complex algorithm that can approach almost any challenging data problem. Even though the theory was developed decades back, during the 1940s, such networks are becoming more popular now, thanks to all the improvements in technology that allow for the gathering of large amounts of data, as well as the developments in computer infrastructure that allow the training of complex algorithms with large amounts of data.

Due to this, the following chapter will focus on introducing ANNs,...

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