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Machine Learning with Python Cookbook: Practical Solutions from Preprocessing to Deep Learning
Machine Learning with Python Cookbook: Practical Solutions from Preprocessing to Deep Learning

This practical guide provides nearly 200 self-contained recipes to help you solve machine learning challenges you may encounter in your daily work. If you’re comfortable with Python and its libraries, including pandas and scikit-learn, you’ll be able to address specific problems such as loading data, handling text or...

Apache Solr Beginner's Guide
Apache Solr Beginner's Guide

Where do you start with Apache Soir? We'd suggest with this book, which assumes no prior knowledge and takes you step by careful step through all the essentials, putting you on the road towards successful implementation.

Overview

  • Learn to use Solr in real-world contexts, even if you are not a...
Scala Machine Learning Projects: Build real-world machine learning and deep learning projects with Scala
Scala Machine Learning Projects: Build real-world machine learning and deep learning projects with Scala

Powerful smart applications using deep learning algorithms to dominate numerical computing, deep learning, and functional programming.

Key Features

  • Explore machine learning techniques with prominent open source Scala libraries such as Spark ML, H2O, MXNet, Zeppelin, and DeepLearning4j
  • ...
Introduction to Clustering Large and High-Dimensional Data
Introduction to Clustering Large and High-Dimensional Data
"...this book may serve as a useful reference for scientists and engineers who need to understand the concepts of clustering in general and/or to focus on text mining applications. It is also appropriate for students who are attending a course in pattern recognition, data mining, or classification and are interested in learning more about...
Wireless Sensor Networks: A Networking Perspective
Wireless Sensor Networks: A Networking Perspective

Learn the fundamental concepts, major challenges, and effective solutions in wireless sensor networking

This book provides a comprehensive and systematic introduction to the fundamental concepts, major challenges, and effective solutions in wireless sensor networking (WSN). Distinguished from other books, it focuses on the...

Learning Theory: 17th Annual Conference on Learning Theory, COLT 2004, Banff, Canada, July 1-4, 2004, Proceedings
Learning Theory: 17th Annual Conference on Learning Theory, COLT 2004, Banff, Canada, July 1-4, 2004, Proceedings
This book constitutes the refereed proceedings of the 17th Annual Conference on Learning Theory, COLT 2004, held in Banff, Canada in July 2004.

The 46 revised full papers presented were carefully reviewed and selected from a total of 113 submissions. The papers are organized in topical sections on economics and game theory, online learning,...

Mastering Enterprise JavaBeans (2nd Edition)
Mastering Enterprise JavaBeans (2nd Edition)

Mastering Enterprise JavaBeans, 2nd Ed. by Ed Roman and Scott Ambler includes the new EJB specification and expanded coverage on more advanced topics for developers. (Publishers Weekly)

"...the style is informal, with clear explanations…an enjoyable read and good value for money..." (Computer...

Clusters in Nuclei, Volume 3 (Lecture Notes in Physics)
Clusters in Nuclei, Volume 3 (Lecture Notes in Physics)

Following the pioneering discovery of alpha clustering and of molecular resonances, the field of nuclear clustering is today one of those domains of heavy-ion nuclear physics that faces the greatest challenges, yet also contains the greatest opportunities. After many summer schools and workshops, in particular over the last decade, the...

Ansible Playbook Essentials
Ansible Playbook Essentials

Design automation blueprints using Ansible's playbooks to orchestrate and manage your multitier infrastructure

About This Book

  • Get to grips with Ansible's features such as orchestration, automatic node discovery, and data encryption
  • Create data-driven, modular and reusable...
OpenCL Programming by Example
OpenCL Programming by Example

For a comprehensive, easy-to-swallow guide to OpenCL Programming, this book is out on its own. That's because it teaches through examples and covers everything from parallel sorting to optimization in simple stages.

Overview

  • Learn about all of the OpenCL Architecture and major APIs.
  • ...
Professional Microsoft Virtual Server 2005 (Programmer to Programmer)
Professional Microsoft Virtual Server 2005 (Programmer to Programmer)
Get ready to tap into the full potential of your system and dramatically improve your development and testing environment. From installation and configuration to clustering and performance enhancements, this book shows you how to get the most out of Microsoft Virtual Server. Written by a key member of the Virtual Server product team, it focuses on...
Windows Server 2008 Unleashed
Windows Server 2008 Unleashed
Windows Server 2008 Unleashed covers the planning, design, prototype testing, implementation, migration, administration, and support of a Windows 2008 and Active Directory environment, based on more than three and a half years of early adopter experience in full production environments. This book addresses not only what is new with Windows...
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