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Machine Learning and Security: Protecting Systems with Data and Algorithms
Machine Learning and Security: Protecting Systems with Data and Algorithms

Can machine learning techniques solve our computer security problems and finally put an end to the cat-and-mouse game between attackers and defenders? Or is this hope merely hype? Now you can dive into the science and answer this question for yourself. With this practical guide, you’ll explore ways to apply machine learning to security...

Deep Learning with Python: A Hands-on Introduction
Deep Learning with Python: A Hands-on Introduction
Discover the practical aspects of implementing deep-learning solutions using the rich Python ecosystem. This book bridges the gap between the academic state-of-the-art and the industry state-of-the-practice by introducing you to deep learning frameworks such as Keras, Theano, and Caffe. The practicalities of these frameworks is often...
Digital Signal Processing: An Introduction with MATLAB and Applications
Digital Signal Processing: An Introduction with MATLAB and Applications

In three parts, this book contributes to the advancement of engineering education and that serves as a general reference on digital signal processing. Part I presents the basics of analog and digital signals and systems in the time and frequency domain. It covers the core topics: convolution, transforms, filters, and random signal analysis....

DevOps Troubleshooting: Linux Server Best Practices
DevOps Troubleshooting: Linux Server Best Practices

“If you’re a developer trying to figure out why your application is not responding at 3 am, you need this book! This is now my go-to book when diagnosing production issues. It has saved me hours in troubleshooting complicated operations problems.”

Trotter Cashion,...

Angular: Up and Running: Learning Angular, Step by Step
Angular: Up and Running: Learning Angular, Step by Step

If you’re familiar with JavaScript, this hands-on guide will quickly get you up to speed on the Angular framework for building high-performance web-based desktop, mobile, and single-page applications. Initially dubbed Angular 2, this version is a complete rewrite from the same team that built the initial version of AngularJS....

Using Docker: Developing and Deploying Software with Containers
Using Docker: Developing and Deploying Software with Containers

Docker containers offer simpler, faster, and more robust methods for developing, distributing, and running software than previously available. With this hands-on guide, you’ll learn why containers are so important, what you’ll gain by adopting Docker, and how to make it part of your development...

Neural Networks in Finance : Gaining Predictive Edge in the Market (Advanced Finance Series)
Neural Networks in Finance : Gaining Predictive Edge in the Market (Advanced Finance Series)
"This book clarifies many of the mysteries of Neural Networks and related optimization techniques for researchers in both economics and finance. It contains many practical examples backed up with computer programs for readers to explore. I recommend it to anyone who wants to understand methods used in nonlinear forecasting."
Blake
...
Learning Spring Application Development
Learning Spring Application Development

Develop dynamic, feature-rich, and robust Spring-based applications using the Spring Framework

About This Book

  • Build and deploy Spring-powered, production-grade applications and services with minimal fuss
  • Discover the key Spring framework-related technology standards such as Spring core,...
Building a Data Warehouse: With Examples in SQL Server
Building a Data Warehouse: With Examples in SQL Server
Building a Data Warehouse: With Examples in SQL Server describes how to build a data warehouse completely from scratch and shows practical examples on how to do it. Author Vincent Rainardi also describes some practical issues he has experienced that developers are likely to encounter in their first data warehousing project, along with...
Windows Azure Step by Step
Windows Azure Step by Step

Windows Azure is the Microsoft cloud computing platform that lets developers leverage its powerful, scalable, and fault-tolerant infrastructure to build successful applications.

Windows Azure Step by Step provides an organized walkthrough of the Windows Azure platform and its related technologies. The text is...

Building Python Real-Time Applications with Storm
Building Python Real-Time Applications with Storm

Learn to process massive real-time data streams using Storm and Python―no Java required!

About This Book

  • Learn to use Apache Storm and the Python Petrel library to build distributed applications that process large streams of data
  • Explore sample applications in real-time and analyze...
Mathematical Models of Spoken Language
Mathematical Models of Spoken Language
Humans use language to convey meaningful messages to each other. Linguistic competence consists in the ability to express meaning reliably, not simply to obtain faithful lexical transcriptions. This invaluable reference tool is the product of many years' experience and research on language and speech technology. It presents the motivations for,...
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