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Machine Learning with Scala Quick Start Guide

You're reading from   Machine Learning with Scala Quick Start Guide Leverage popular machine learning algorithms and techniques and implement them in Scala

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Product type Paperback
Published in Apr 2019
Publisher Packt
ISBN-13 9781789345070
Length 220 pages
Edition 1st Edition
Languages
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Authors (2):
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Md. Rezaul Karim Md. Rezaul Karim
Author Profile Icon Md. Rezaul Karim
Md. Rezaul Karim
Ajay Kumar N Ajay Kumar N
Author Profile Icon Ajay Kumar N
Ajay Kumar N
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Table of Contents (9) Chapters Close

Preface 1. Introduction to Machine Learning with Scala 2. Scala for Regression Analysis FREE CHAPTER 3. Scala for Learning Classification 4. Scala for Tree-Based Ensemble Techniques 5. Scala for Dimensionality Reduction and Clustering 6. Scala for Recommender System 7. Introduction to Deep Learning with Scala 8. Other Books You May Enjoy

DL and ANNs

ANNs, which are inspired by how a human brain works, form the core of deep learning and its true realization. Today's revolution around deep learning would have not been possible without ANNs. Thus, to understand DL, we need to understand how neural networks work.

ANNs and the human brain

ANNs represent one aspect of the human nervous system and how the nervous system consists of a number of neurons that communicate with each other using axons. The receptors receive the stimuli either internally or from the external world. Then, they pass this information into the biological neurons for further processing.

There are a number of dendrites, in addition to another long extension called the axon. Toward its...

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