Machine Learning: The New AI

Machine Learning: The New AI 1st Edition

Book Name : Machine Learning: The New AI

Edition : 1st Edition | | ISBN : 0262529513

Category : Programming & IT

Format / Pages : PDF - 224 Pages

Book Description

Machine Learning: The New AI pdf

Today, machine learning underlies a range of applications we use every day, from product recommendations to voice recognition -- as well as some we don't yet use everyday, including driverless cars. It is the basis of the new approach in computing where we do not write programs but collect data; the idea is to learn the algorithms for the tasks automatically from data. As computing devices grow more ubiquitous, a larger part of our lives and work is recorded digitally, and as "Big Data" has gotten bigger, the theory of machine learning -- the foundation of efforts to process that data into knowledge -- has also advanced. In this book, machine learning expert Ethem Alpaydin offers a concise overview of the subject for the general reader, describing its evolution, explaining important learning algorithms, and presenting example applications.

Alpaydin offers an account of how digital technology advanced from number-crunching mainframes to mobile devices, putting today's machine learning boom in context. He describes the basics of machine learning and some applications; the use of machine learning algorithms for pattern recognition; artificial neural networks inspired by the human brain; algorithms that learn associations between instances, with such applications as customer segmentation and learning recommendations; and reinforcement learning, when an autonomous agent learns act so as to maximize reward and minimize penalty. Alpaydin then considers some future directions for machine learning and the new field of "data science," and discusses the ethical and legal implications for data privacy and security.

Preview Machine Learning: The New AI Pdf

Preview eBook

Download Machine Learning: The New AI 1st Edition Pdf

This site comply with DMCA digital copyright. We do not store files not owned by us, or without the permission of the owner. We also do not have links that lead to sites DMCA copyright infringement.

If You feel that this book is belong to you and you want to unpublish it, Please Contact us .


Books For Same Author:


Most Read

Advanced MR Neuroimaging: From Theory to Clinical Practice The Art of Combining Surgical and Non Surgical Techniques in Aesthetic Medicine Clinical Cases in Endodontics Assistive Technology Assessment Handbook Fast Facts: Chronic Obstructive Pulmonary Disease Health Promotion in Disease Outbreaks and Health Emergencies Handbook of Hematologic Malignancies Evaluation and Testing in Nursing Education

Last Added

Hybrid Intelligence for Image Analysis and Understanding Metal Programming Guide Automotive Cybersecurity Robotics for Young Children Data Protection and Privacy Microsoft Excel for Finance Applications Embedded System Design Beginning Programming with Python For Dummies C A Software Engineering Approach Learn Android Studio 3 Pro iPhone Development with Swift 4 Pro JPA 2 in Java EE 8