Learn the basics of Data Science through an easy to understand conceptual framework and immediately practice using RapidMiner platform. Whether you are brand new to data science or working on your tenth project, this book will show you how to analyze data, uncover hidden patterns and relationships to aid important decisions and predictions. Data Science has become an essential tool to extract value from data for any organization that collects, stores and processes data as part of its operations.

This book is ideal for business users, data analysts, business analysts, engineers, and analytics professionals and for anyone who works with data. You’ll be able to: Gain the necessary knowledge of different data science techniques to extract value from data. Master the concepts and inner workings of 30 commonly used powerful data science algorith...

Chemical Engineering Design: SI edition is one of the best-known and most widely used textbooks available for students of chemical engineering. The enduring hallmarks of this classic book are its scope and practical emphasis which make it particularly popular with instructors and students who appreciate its relevance and clarity. This new edition provides coverage of the latest aspects of process design, operations, safety, loss prevention, equipment selection, and much more, including update...

A best-selling resource now in its fifth edition, Paul Davidovits' Physics in Biology and Medicine provides a high-quality and highly relevant physics grounding for students working toward careers in the medical and related professions. The text does not assume a prior background in physics, but provides it as required. It discusses biological systems that can be analyzed quantitatively and demonstrates how advances in the life sciences have been aided by the knowledge of physical or engineer...

Materials: Engineering, Science, Processing and Design is the essential materials engineering text and resource for students developing skills and understanding of materials properties and selection for engineering applications. Taking a unique design-led approach that is broader in scope than other texts, Materials meets the curriculum needs of a wide variety of courses in the materials and design field, including introduction to materials science and engineering, engineering materials, mate...

Digital Signal Processing: Fundamentals and Applications, Third Edition, not only introduces students to the fundamental principles of DSP, it also provides a working knowledge that they take with them into their engineering careers. Many instructive, worked examples are used to illustrate the material, and the use of mathematics is minimized for an easier grasp of concepts. As such, this title is also useful as a reference for non-engineering students and practicing engineers.

The book goes ...

Learn all the microbiology and basic immunology concepts you need to know for your courses and exams. Now fully revised and updated, Mims' clinically relevant, systems-based approach and abundant colour illustrations make this complex subject easy to understand and remember. Learn about infections in the context of major body systems and understand why these are environments in which microbes can establish themselves, flourish, and give rise to pathologic changes.

This systems-based approach ...

Light Rail Transit Systems: 61 Lessons in Sustainable Urban Development shows how to design and operate light rail to maximize its social benefits. Readers will learn how to understand the value of light rail and tactics on its effective integration into communities. It uses strong supporting evidence and theory drawn from the author's team and their extensive experience in developing new light rail systems.

The book uses numerous case studies to demonstrate how key concepts can bridge the ge...

Newly organized and featuring new editors and hundreds of new images, Peters' Atlas of Tropical Medicine and Parasitology, Seventh Edition, brings you up to date with today's greatest challenges in tropical medicine. Increased global travel, climate change, human conflict, short-term/large-scale human assemblies, potent therapeutic agents, drug resistance, and vaccine misinformation have contributed to a greatly changed landscape in this complex field. This practical, highly visual guide prov...

Widely known as THE survival guide for radiology residents, fellows, and junior faculty, the "purple book" provides comprehensive, up-to-date coverage of diagnostic imaging in an easy-to-read, bulleted format. Focusing on the core information you need for learning and practice, this portable resource combines the full range of diagnostic imaging applications with the latest imaging modalities, making it the perfect clinical companion and review tool. Features more than 1,200 detailed illustra...

Hidden Persuaders of Cocoa and Chocolate: A Flavor Lexicon for Cocoa and Chocolate Sensory Professionals provides an overview of the tastes, aromas and notes describing cocoa and chocolate. In addition to exploring tastes, aromas and notes, the book broadens the language for describing chocolate by relating tasting experiences to the process of pairing flavors. This resource, designed for both academics and those working in research and development, equips the reader to describe these attribu...