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Feature Engineering for Machine Learning: Principles and Techniques for Data Scientists
Feature Engineering for Machine Learning: Principles and Techniques for Data Scientists

Feature engineering is a crucial step in the machine-learning pipeline, yet this topic is rarely examined on its own. With this practical book, you’ll learn techniques for extracting and transforming features—the numeric representations of raw data—into formats for machine-learning models. Each chapter guides you...

Apache Flume: Distributed Log Collection for Hadoop - Second Edition
Apache Flume: Distributed Log Collection for Hadoop - Second Edition

Design and implement a series of Flume agents to send streamed data into Hadoop

About This Book

  • Construct a series of Flume agents using the Apache Flume service to efficiently collect, aggregate, and move large amounts of event data
  • Configure failover paths and load balancing to remove...
Microsoft SQL Server 2000 High Availability
Microsoft SQL Server 2000 High Availability

Get the definitive reference to maximizing the availability of your critical, SQL Server 2000-based business systems. Developed by Microsoft field consultants who create and support high availability solutions every day, this practical guide explains how to plan, design, implement, and support highly available SQL Server 2000-based systems...

Macromedia Dreamweaver 8 Advanced for Windows and Macintosh : Visual QuickPro Guide
Macromedia Dreamweaver 8 Advanced for Windows and Macintosh : Visual QuickPro Guide

Need to take your Macromedia Dreamweaver skills to the next level? You don't have to be a programmer to build interactivity into your site. You just need Dreamweaver 8Macromedia's powerful new Web design and development toolaccess to a Web server and an application server, and a copy of Macromedia...

Hack Proofing Sun Solaris 8
Hack Proofing Sun Solaris 8
Two of Sun Solaris's prime attractions are its reliability and the high availability of servers running it. These advantages can be, however, negated by carelessness. Forget to apply a patch, or neglect to synchronize your servers' system clocks, and someone who's paying more attention will exploit the holes you've left in your system. The authors...
Microsoft SQL Server 2008 High Availability
Microsoft SQL Server 2008 High Availability

Every new version of SQL Server brings with it new tools and features for database administrators (DBAs), developers, and architects, for them to be able to provide an effective solution for the end users in a simpler and more efficient manner. The terms effective and efficiency can be measured in a technical perspective as High Availability...

Web Data Mining: Exploring Hyperlinks, Contents, and Usage Data (Data-Centric Systems and Applications)
Web Data Mining: Exploring Hyperlinks, Contents, and Usage Data (Data-Centric Systems and Applications)

The rapid growth of the Web in the past two decades has made it the largest publicly accessible data source in the world. Web mining aims to discover useful information or knowledge from Web hyperlinks, page contents, and usage logs. Based on the primary kinds of data used in the mining process, Web mining tasks can be categorized...

Pro SQL Server 2008 Replication
Pro SQL Server 2008 Replication
Pro SQL Server 2008 Replication is for MS database developers and administrators who want to learn about the different types of replication and those best suited to SQL Server 2008. This book will also cover advanced topics like replication with heterogeneous databases, backup and recovery of replicated databases, database mirroring with...
Hadoop Beginner's Guide
Hadoop Beginner's Guide

Get your mountain of data under control with Hadoop. This guide requires no prior knowledge of the software or cloud services - just a willingness to learn the basics from this practical step-by-step tutorial.

Overview

  • Learn tools and techniques that let you approach big data with relish and not...
Stochastic Analysis in Production Process and Ecology Under Uncertainty
Stochastic Analysis in Production Process and Ecology Under Uncertainty

The monograph addresses a problem of stochastic analysis based on the uncertainty assessment by simulation and application of this method in ecology and steel industry under uncertainty. The first chapter defines the Monte Carlo (MC) method and random variables in stochastic models. Chapter two deals with the contamination transport in porous...

grep Pocket Reference
grep Pocket Reference
grep Pocket Reference is the first guide devoted to grep, the powerful utility program that helps you locate content in any file on a Unix or Linux system. Several applications use grep, from mail filtering and system log management to malware analysis and application development, and there are many other ways to use the utility. This pocket...
RMAN Recipes for Oracle Database 12c: A Problem-Solution Approach (Expert's Voice in Oracle)
RMAN Recipes for Oracle Database 12c: A Problem-Solution Approach (Expert's Voice in Oracle)

RMAN Recipes for Oracle Database 12c is an example-driven approach to the Oracle database administrator's #1 job responsibility: 

  • Be able to recover the database.

Of all the things you are responsible for as database administrator, nothing is more important than the data itself. Like it...

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