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...
Whether you have some experience with Tableau software or are just getting started, this manual goes beyond the basics to help you build compelling, interactive data visualization applications. Author Ryan Sleeper, one of the world’s most qualified Tableau consultants, complements his web posts and instructional videos with...
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...
Data Analysis Using Regression and Multilevel/Hierarchical Models is a comprehensive manual for the applied researcher who wants to perform data analysis using linear and nonlinear regression and multilevel models. The book introduces a wide variety of models, whilst at the same time instructing the reader in how to fit these models using...
Quickly access 50 tips for software test engineers using automated methods. The tips point to practices that save time and increase the accuracy and reliability of automated test techniques. Techniques that play well during demos of testing tools often are not the optimal techniques to apply on a running project. This book highlights those...
Quantum computers will revolutionize the way telecommunications networks function.
Quantum computing holds the promise of solving problems that would be intractable with conventional computers, by implementing principles from quantum physics in the development of computer hardware, software and communications equipment....
"This is a highly enjoyable and well presented book that I recommend for any clinician from student to experienced practitioner. It is suitable for all physiotherapists, manual therapists, sports physiotherapists/therapists, strength and conditioning coaches, sports scientists, athletes and patients who would like to understand, recover...
We are fortunate that electromagnetic aspects of engineering systems are accurately described by remarkably concise and general laws. Yet, a price paid for the generality of Maxwell's equations is the effort required to make these laws of practical use to the engineer who is not only analyzing, but synthesizing and inventing. Key to the...
Robot control is the backbone of robotics, an essential discipline in the maintenance of high quality and productivity in modern industry. The most common method of control for industrial robotic manipulators relies on the measurement and amendment of joint displacement: so-called "joint-space control".
CakePHP is a leading PHP–based web app development framework. When asking a question on forums or chat rooms, many CakePHP beginners get little help from the experts. Simple questions can get a response like, “Well, just read the online manual and API.” Unfortunately, the online manual is depreciated, and who wants to absorb a...
Computer vision encompasses the construction of integrated vision systems and the application of vision to problems of real-world importance. The process of creating 3D models is still rather difficult, requiring mechanical measurement of the camera positions or manual alignment of partial 3D views of a scene. However using algorithms, it is...
Official Microsoft study guide for the skills you need on the job—and on the exam.
Learn how to set up and support the Windows® XP Professional operating system—and prepare for the Microsoft® Certified Professional (MCP) exam—with this official Microsoft study guide. Work at your own pace...
