Learn IT - Books tags principal

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

O'Reilly, 2018

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...

Exploratory Multivariate Analysis by Example Using R (Chapman & Hall/CRC Computer Science & Data Analysis)

CRC Press, 2010

Full of real-world case studies and practical advice, Exploratory Multivariate Analysis by Example Using R focuses on four fundamental methods of multivariate exploratory data analysis that are most suitable for applications. It covers principal component analysis (PCA) when variables are quantitative, correspondence analysis...

Data Mining and Business Analytics with R

John Wiley & Sons, 2013

Collecting, analyzing, and extracting valuable information froma large amount of data requires easily accessible, robust,computational and analytical tools. Data Mining and BusinessAnalytics with R utilizes the open source software R for theanalysis, exploration, and simplification of large high-dimensionaldata sets. As a result, readers are...

Machine Learning in Action

Manning Publications, 2012

After college I went to work for Intel in California and mainland China. Originally my plan was to go back to grad school after two years, but time flies when you are having fun, and two years turned into six. I realized I had to go back at that point, and I didn’t want to do night school or online learning, I wanted to sit on...

Einstein, Physics and Reality

World Scientific Publishing, 1999

Albert Einstein was one of the principal founders of the quantum and relativity theories. Until 1925, when the Bose-Einstein statistics was discovered, he made great contributions to the foundations of quantum theory. However, after the discovery of quantum mechanics by Heisenberg and wave mechanics by Schrodinger, with the consequent...

PCI Bus Demystified (With CD-ROM)

Newnes, 2000

Doug Abbott is founder and president of Intellimetrix, Inc., a computer hardware design firm in Silver City, New Mexico. He has conducted seminars on PCI bus theory and design for such companies as Intel and Sun Microsystems.

(LLH Technology Publishing) Up-to-the-minute information on the PCI bus, inside and out, from a PCI bus expert....

Microservices Deployment Cookbook

Packt Publishing, 2017

Key Features

Adopt microservices-based architecture and deploy it at scale

Build your complete microservice architecture using different recipes for different solutions

Identify specific tools for specific scenarios and deliver immediate business results, correlate use cases, and adopt them...

Electronic Circuits - Fundamentals & Applications, Third Edition

Newnes, 2006

Electronic Circuits is a unique combination of a comprehensive reference text and a practical electronics handbook in one volume.

Mike Tooley provides all the essential information required to get to grips with the fundamentals of electronics, detailing the underpinning knowledge...

Understanding GPS: Principles and Applications, Second Edition

Artech House Publishers, 2005

"Every GPS engineer should have this book. An engineer can find in one place a thorough treatment of the entire GPS system. Will prove of great benefit to those first approaching a GPS engineering task, but the experienced engineer will also find it a valuable reference. The most complete description of the signal acquisition and tracking...

Geometric Methods and Applications: For Computer Science and Engineering (Texts in Applied Mathematics)

Springer, 2011

This book is an introduction to the fundamental concepts and tools needed for solving problems of a geometric nature using a computer. It attempts to fill the gap between standard geometry books, which are primarily theoretical, and applied books on computer graphics, computer vision, robotics, or machine learning.

This book...

Interactive Stories and Video Game Art: A Storytelling Framework for Game Design

CRC Press, 2017

The success of storytelling in games depends on the entire development teamâgame designers, artists, writers, programmers and musicians, etc.âworking harmoniously together towards a singular artistic vision. Interactive Stories and Video Game Art is first to define a common design language for understanding and orchestrating...

Numerical Methods for Image Registration (Numerical Mathematics and Scientific Computation)

Oxford University Press, 2004

Based on the author's lecture notes and research, this well-illustrated and comprehensive text is one of the first to provide an introduction to image registration with particular emphasis on numerical methods in medical imaging. Ideal for researchers in industry and academia, it is also a suitable study guide for graduate mathematicians,...

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