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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...

DevOps with Kubernetes: Accelerating software delivery with container orchestrators
DevOps with Kubernetes: Accelerating software delivery with container orchestrators

Learn to implement DevOps using Docker & Kubernetes.

About This Book

  • Learning DevOps, container, and Kubernetes within one book.
  • Leverage Kubernetes as a platform to deploy, scale, and run containers efficiently.
  • A practical guide towards container management and...
The Log Cabin Book: A Complete Builder's Guide to Small Homes and Shelters
The Log Cabin Book: A Complete Builder's Guide to Small Homes and Shelters

This vintage guide from over a century ago offers timeless, practical advice on building log cabins. Plans and directions for simple structures are easy enough for amateurs to follow; time and inclination are the only necessary elements. Each of the designs has been tested and allows numberless alterations to suit the builder's tastes and...

Understanding Network Hacks: Attack and Defense with Python
Understanding Network Hacks: Attack and Defense with Python

This book explains how to see one's own network through the eyes of an attacker, to understand their techniques and effectively protect against them. Through Python code samples the reader learns to code tools on subjects such as password sniffing, ARP poisoning, DNS spoofing, SQL injection, Google harvesting and Wifi hacking. Furthermore...

Peer-to-Peer : Harnessing the Power of Disruptive Technologies
Peer-to-Peer : Harnessing the Power of Disruptive Technologies

The term "peer-to-peer" has come to be applied to networks that expect end users to contribute their own files, computing time, or other resources to some shared project. Even more interesting than the systems' technical underpinnings are their socially disruptive potential: in various ways they return content, choice, and...

CMS Security Handbook: The Comprehensive Guide for WordPress, Joomla, Drupal, and Plone
CMS Security Handbook: The Comprehensive Guide for WordPress, Joomla, Drupal, and Plone

As a business owner, you are probably faced with hundreds of decisions that must be made weekly. Diving headlong into a technical effort might be scary. Diving into a security and operations effort is something you likely don't know how to do.

That's where this book comes in. This book helps you fill in the blanks for...

Elasticsearch: A Complete Guide
Elasticsearch: A Complete Guide

End-to-end Search and Analytics

About This Book

  • Solve your data analytics problems with the Elastic Stack
  • Improve your user search experience with Elasticsearch and develop your own Elasticsearch plugins
  • Design your index, configure it, and distribute it ― you'll...
SAS Storage Architecture: Serial Attached SCSI
SAS Storage Architecture: Serial Attached SCSI
The SAS Storage Architecture book is intended as a tutorial and to serve as classroom materials for the training MindShare delivers on this subject. It should be considered a companion to the SAS standard, helping to clarify and explain the concepts and provide the motivation for decisions that were made in the creation of the...
Programming Elastic MapReduce: Using AWS Services to Build an End-to-End Application
Programming Elastic MapReduce: Using AWS Services to Build an End-to-End Application

Although you don’t need a large computing infrastructure to process massive amounts of data with Apache Hadoop, it can still be difficult to get started. This practical guide shows you how to quickly launch data analysis projects in the cloud by using Amazon Elastic MapReduce (EMR), the hosted Hadoop framework in Amazon Web...

Pro Node.js for Developers
Pro Node.js for Developers

Since it’s creation in 2009, Node.js has grown into a powerful and increasingly popular asynchronous-development framework for creating highly-scalable network applications using JavaScript. Respected companies such as Dow Jones and LinkedIn are among the many organizations to have seen Node’s potential and adopted it into their...

Analyzing Rater Agreement: Manifest Variable Methods
Analyzing Rater Agreement: Manifest Variable Methods
Agreement among raters is of great importance in many domains. For example, in medicine, diagnoses are often provided by more than one doctor to make sure the proposed treatment is optimal. In criminal trials, sentencing depends, among other things, on the complete agreement among the jurors. In observational studies, researchers increase...
Making PIC Microcontroller Instruments and Controllers
Making PIC Microcontroller Instruments and Controllers

Essential Design Techniques From the Workbench of a Pro

Harness the power of the PIC microcontroller unit with practical, common-sense instruction from an engineering expert. Through eight real-world projects, clear illustrations, and detailed schematics, Making PIC Microcontroller Instruments and Controllers...

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