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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...

Getting Results the Agile Way: A Personal Results System for Work and Life
Getting Results the Agile Way: A Personal Results System for Work and Life
In Getting Results the Agile Way, author J.D. Meier introduces Agile Results®-a simple system for meaningful results! It's a systematic way to achieve both short- and long-term results in all aspects of your life-from work to fun. It offers just enough planning to get you going, but makes it easy to change your course as needed. It also...
Microsoft SharePoint 2010 Developer's Compendium: The Best of Packt for Extending SharePoint
Microsoft SharePoint 2010 Developer's Compendium: The Best of Packt for Extending SharePoint
A Packt Compendium is a book formed by drawing existing content from several related Packt titles. In other words, it is a mash-up of published Packt content – Professional Expertise Distilled in the true sense. Such a compendium of Packt's content allows you to learn from each of the chapters' unique styles and Packt...
The Art of Computer Programming, Volume 4A: Combinatorial Algorithms, Part 1
The Art of Computer Programming, Volume 4A: Combinatorial Algorithms, Part 1

The TITLE of Volume 4 is Combinatorial Algorithms, and when I proposed it I was strongly inclined to add a subtitle: The Kind of Programming I Like Best. Mv editors have decided to tone down such exuberance, but the fact remains that programs with a combinatorial flavor have always been my favorites.

On the other hand I've...

Python Machine Learning Cookbook
Python Machine Learning Cookbook

100 recipes that teach you how to perform various machine learning tasks in the real world

About This Book

  • Understand which algorithms to use in a given context with the help of this exciting recipe-based guide
  • Learn about perceptrons and see how they are used to build neural...
Google Hacks: 100 Industrial-Strength Tips & Tools
Google Hacks: 100 Industrial-Strength Tips & Tools
Google Hacks is a collection of industrial-strength, real-world, tested solutions to practical problems. This concise book offers a variety of interesting ways for power users to mine the enormous amount of information that Google has access to, and helps you have fun while doing it. You'll learn clever and...
The DevOps 2.0 Toolkit: Automating the Continuous Deployment Pipeline with Containerized Microservices
The DevOps 2.0 Toolkit: Automating the Continuous Deployment Pipeline with Containerized Microservices

This book is about different techniques that help us architect software in a better and more efficient way with microservices packed as immutable containers, tested and deployed continuously to servers that are automatically provisioned with configuration management tools. It's about fast, reliable and continuous deployments with...

Handbook of Modern Sensors: Physics, Designs, and Applications
Handbook of Modern Sensors: Physics, Designs, and Applications
Seven years have passed since the publication of the previous edition of this book. During that time, sensor technologies have made a remarkable leap forward. The sensitivity of the sensors became higher, the dimensions became smaller, the selectivity became better, and the prices became lower. What have not changed are the...
CRC Handbook of Medicinal Spices
CRC Handbook of Medicinal Spices
"Let food be your medicine, medicine your food." -Hippocrates, 2400 B.C. When the "Father of Medicine" uttered those famous words, spices were as important for medicine, embalming, preserving food, and masking bad odors as they were for more mundane culinary matters. Author James A. Duke predicts that spices such as capsicum,...
Image Processing in C
Image Processing in C
This book is a tutorial on image processing. Each chapter explains basic concepts with words and figures, shows image processing results with pho- tographs, and implements the operations in C. Information herein comes from articles published in The C/C++ Users Journal from 1990 through 1998 and from the first edition of this book...
The Routledge Dictionary of Pronunciation for Current English
The Routledge Dictionary of Pronunciation for Current English

The Routledge Dictionary of Pronunciation for Current English is the most up-to-date record of the pronunciation of British and American English. Based on research by a joint UK and US team of linguistics experts, this is a unique survey of how English is really spoken in the twenty-first century. This second edition has been fully...

Introduction to Microprocessors and Microcontrollers
Introduction to Microprocessors and Microcontrollers
The first edition of this book started with the words: ‘A modern society could no longer function without the microprocessor.’

This is certainly still true but it is even truer if we include the microcontroller. While the microprocessor is at the heart of our computers, with a great deal of publicity, the microcontroller is
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