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Neural Networks and Deep Learning

FREE EBOOK - Neural Networks and Deep Learning

by Charu C. Aggarwal

This book covers both classical and modern models in deep learning. The chapters of this book span three categories:The basics of neural networks: Many traditional machine learning models can be understood as special cases of neural networks. An emphasis is placed in the first two chapters on understanding the relationship between traditional machine learning and neural networks. Support vector machines, li...

Price:  $33.99  |  Publisher:  Springer  |  Release:  2018

An Introduction to Machine Learning, 2nd Edition

FREE EBOOK - An Introduction to Machine Learning, 2nd Edition

by Miroslav Kubat

This book presents fundamental machine learning concepts in an easy to understand manner by providing practical advice, using straightforward examples, and offering engaging discussions of relevant applications. The main topics include Bayesian classifiers, nearest-neighbor classifiers, linear and polynomial classifiers, decision trees, neural networks, and support vector machines. Later chapters show how t...

Price:  $65.87  |  Publisher:  Springer  |  Release:  2017

Mastering Machine Learning with Python in Six Steps

Mastering Machine Learning with Python in Six Steps

by Manohar Swamynathan

Master machine learning with Python in six steps and explore fundamental to advanced topics, all designed to make you a worthy practitioner. This book's approach is based on the "Six degrees of separation" theory, which states that everyone and everything is a maximum of six steps away. Mastering Machine Learning with Python in Six Steps presents each topic in two parts: theoretical c...

Price:  $37.64  |  Publisher:  Apress  |  Release:  2017

Machine Learning for Decision Makers

Machine Learning for Decision Makers

by Patanjali Kashyap

Take a deep dive into the concepts of machine learning as they apply to contemporary business and management. You will learn how machine learning techniques are used to solve fundamental and complex problems in society and industry. Machine Learning for Decision Makers serves as an excellent resource for establishing the relationship of machine learning with IoT, big data, and cognitive and cloud computing ...

Price:  $29.99  |  Publisher:  Apress  |  Release:  2017

Practical Machine Learning with Python

Practical Machine Learning with Python

by Tushar Sharma, Raghav Bali, Dipanjan Sarkar

Master the essential skills needed to recognize and solve complex problems with machine learning and deep learning. Using real-world examples that leverage the popular Python machine learning ecosystem, this book is your perfect companion for learning the art and science of machine learning to become a successful practitioner. The concepts, techniques, tools, frameworks, and methodologies used in this book ...

Price:  $14.51  |  Publisher:  Apress  |  Release:  2017

Oracle Business Intelligence with Machine Learning

Oracle Business Intelligence with Machine Learning

by Lakshman Bulusu, Rosendo Abellera

Use machine learning and Oracle Business Intelligence Enterprise Edition (OBIEE) as a comprehensive BI solution. This book follows a when-to, why-to, and how-to approach to explain the key steps involved in utilizing the artificial intelligence components now available for a successful OBIEE implementation. Oracle Business Intelligence with Machine Learning covers various technologies including using Oracle...

Price:  $40.06  |  Publisher:  Apress  |  Release:  2017

Fundamentals of Deep Learning

Fundamentals of Deep Learning

by Nikhil Buduma

With the reinvigoration of neural networks in the 2000s, deep learning has become an extremely active area of research, one that's paving the way for modern machine learning. In this practical book, author Nikhil Buduma provides examples and clear explanations to guide you through major concepts of this complicated field.Companies such as Google, Microsoft, and Facebook are actively growing in-house de...

Price:  $30.45  |  Publisher:  O'Reilly Media  |  Release:  2017

Hands-On Machine Learning with Scikit-Learn and TensorFlow

Hands-On Machine Learning with Scikit-Learn and TensorFlow

by Aurelien Geron

Through a series of recent breakthroughs, deep learning has boosted the entire field of machine learning. Now, even programmers who know close to nothing about this technology can use simple, efficient tools to implement programs capable of learning from data. This practical book shows you how.By using concrete examples, minimal theory, and two production-ready Python frameworks - scikit-learn and TensorFlo...

Price:  $19.50  |  Publisher:  O'Reilly Media  |  Release:  2017

Just Enough Linux

FREE EBOOK - Just Enough Linux

by Malcolm Maclean

If you've toyed with Linux and never really caught on to what's happening or have used a graphical interface without really touching the command line this book is for you.The idea is to get you started on the process of using some of the commands available in Linux so that you: Feel comfortable running commands; You understand a little more about what Linux is about; Most importantly, you start to...

Publisher:  Leanpub  |  Release:  2017

Metal Programming Guide

Metal Programming Guide

by Janie Clayton

Metal enables Apple developers to maximize performance in demanding tasks like 3D graphics, games, scientific programming, visualization, and GPU-accelerated machine learning. Metal Programming Guide is the authoritative, practical guide to Metal for all iOS programmers who are interested in graphics programming but don't know where to start.Pioneering Apple developer Janie Clayton covers everything fr...

Price:  $39.98  |  Publisher:  Addison-Wesley  |  Release:  2017

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