Data Mining and Predictive Analytics


Book Description

Learn methods of data analysis and their application to real-world data sets This updated second edition serves as an introduction to data mining methods and models, including association rules, clustering, neural networks, logistic regression, and multivariate analysis. The authors apply a unified “white box” approach to data mining methods and models. This approach is designed to walk readers through the operations and nuances of the various methods, using small data sets, so readers can gain an insight into the inner workings of the method under review. Chapters provide readers with hands-on analysis problems, representing an opportunity for readers to apply their newly-acquired data mining expertise to solving real problems using large, real-world data sets. Data Mining and Predictive Analytics: Offers comprehensive coverage of association rules, clustering, neural networks, logistic regression, multivariate analysis, and R statistical programming language Features over 750 chapter exercises, allowing readers to assess their understanding of the new material Provides a detailed case study that brings together the lessons learned in the book Includes access to the companion website, www.dataminingconsultant, with exclusive password-protected instructor content Data Mining and Predictive Analytics will appeal to computer science and statistic students, as well as students in MBA programs, and chief executives.




Radical Love


Book Description

A photojournalist documents a young woman’s journey as joins a New Jersey convent to become a nun. The sudden revelation of a powerful religious calling was an entirely unexpected event in the life of a college student named Lauren. But when it became clear to her that she had a spiritual vocation, she made the exceptional decision to dedicate her life to God. Drawing upon many visits to the cloistered religious community of Dominican nuns in Summit, New Jersey, photographer Toni Greaves has created a luminous body of work that follows the transformative journey by which Lauren became Sister Maria Teresa of the Sacred Heart. These meditative photographs capture the radical joy of a life dedicated unequivocally to love. “Toni Greaves’s luminous images marry the quotidian with the divine in all sorts of ways: a young novice dribbles a basketball in full habit; a jar of Vick’s VapoRub nestles a bottle of holy water; a group portrait of all 19 sisters, whose ages range from 25 to 90, includes Sabina, the golden retriever, splayed flat on the floor.” —New York Times




Compensation for Losses from the 9/11 Attacks


Book Description

The terrorist attacks of September 11, 2001, caused tremendous loss of life, property, and income, and the resulting response from public and private organizations was unprecedented. This monograph examines the benefits received by those who were killed or seriously injured on 9/11 and the benefits provided to individuals and businesses in New York City that suffered losses from the attack on the World Trade Center. The authors examine the performance of the compensation system--insurance, tort, government programs, and charity--in responding to the losses stemming from 9/11.




The Complete Book of Ford Mustang


Book Description

The Complete Book of Ford Mustang, 4th Edition details the development, technical specifications, and history of America’s original pony car, now updated to cover cars through the 2021 model year.




Advanced Respiratory Critical Care


Book Description

Respiratory disease is the most common reason for admission to intensive care, and advanced respiratory support is one of the most frequently used interventions in critically ill patients. A clear understanding of respiratory disease is the cornerstone of high quality intensive care. Although a plethora of literature is available, both in print and online, finding the necessary relevant information can be difficult and time consuming. This handbook provides comprehensive clinical detail in an easily readable format. It is written by practising clinicians and has both in-depth theoretical discussion and practical management advice. The book is divided into sections: Section 1 deals with the approach to the patient with respiratory failure - including pathophysiology, investigation and diagnosis Sections 2 covers non invasive treatment modalities Sections 3 and 4 examine invasive ventilation in detail. Section 3 considers the principles of mechanical ventilation while section 4 deals with individual ventilator modes Section 5 discusses the management of the ventilated patient including sedation, monitoring, asynchrony, heart - lung interaction, hypercapnia and hypoxia, complications, weaning and extubation. It also has chapters on areas less frequently covered such as humidification, suction, tracheal tubes and principles of physiotherapy Section 6 is a comprehensive breakdown of each respiratory condition seen in ICU. This book is designed to bridge the gap between Intensive Care starter texts and all-encompassing reference textbooks. It is aimed at consultants and senior trainees in Intensive Care Medicine, senior ICU nursing staff, consultants in other specialties and allied healthcare professionals who have an interest in advanced respiratory critical care.




The Doolittle Family in America


Book Description

This work has been selected by scholars as being culturally important, and is part of the knowledge base of civilization as we know it. This work is in the "public domain in the United States of America, and possibly other nations. Within the United States, you may freely copy and distribute this work, as no entity (individual or corporate) has a copyright on the body of the work. Scholars believe, and we concur, that this work is important enough to be preserved, reproduced, and made generally available to the public. We appreciate your support of the preservation process, and thank you for being an important part of keeping this knowledge alive and relevant.










Spinal Disorders


Book Description

Spinal disorders are among the most common medical conditions with significant impact on health related quality of life, use of health care resources and socio-economic costs. This is an easily readable teaching tool focusing on fundamentals and basic principles and provides a homogeneous syllabus with a consistent didactic strategy. The chosen didactic concept highlights and repeats core messages throughout the chapters. This textbook, with its appealing layout, will inspire and stimulate the reader for the study of spinal disorders.




Blowing My Cover


Book Description

Call me naïve, but when I was a girl-watching James Bond and devouring Harriet the Spy-all I wanted was to grow up to be a spy. Unlike most kids, I didn't lose my secret-agent aspirations. So as a bright-eyed, idealistic college grad, I sent my resume to the CIA. Getting in was a story in itself. I peed in more cups than you could imagine, and was nearly condemned as a sexual deviant by the staff psychologist. My roommates were getting freaked out by government investigators lurking around, asking questions about my past. Finally, the CIA was training me to crash cars into barriers at 60 mph. Jump out of airplanes with cargo attached to my body. Survive interrogation, travel in alias, lose a tail. One thing they didn't teach us was how to date a guy while lying to him about what you do for a living. That I had to figure out for myself. Then I was posted overseas. And that's when the real fun began.