Demystifying Big Data and Machine Learning for Healthcare


Book Description

Healthcare transformation requires us to continually look at new and better ways to manage insights – both within and outside the organization today. Increasingly, the ability to glean and operationalize new insights efficiently as a byproduct of an organization’s day-to-day operations is becoming vital to hospitals and health systems ability to survive and prosper. One of the long-standing challenges in healthcare informatics has been the ability to deal with the sheer variety and volume of disparate healthcare data and the increasing need to derive veracity and value out of it. Demystifying Big Data and Machine Learning for Healthcare investigates how healthcare organizations can leverage this tapestry of big data to discover new business value, use cases, and knowledge as well as how big data can be woven into pre-existing business intelligence and analytics efforts. This book focuses on teaching you how to: Develop skills needed to identify and demolish big-data myths Become an expert in separating hype from reality Understand the V’s that matter in healthcare and why Harmonize the 4 C’s across little and big data Choose data fi delity over data quality Learn how to apply the NRF Framework Master applied machine learning for healthcare Conduct a guided tour of learning algorithms Recognize and be prepared for the future of artificial intelligence in healthcare via best practices, feedback loops, and contextually intelligent agents (CIAs) The variety of data in healthcare spans multiple business workflows, formats (structured, un-, and semi-structured), integration at point of care/need, and integration with existing knowledge. In order to deal with these realities, the authors propose new approaches to creating a knowledge-driven learning organization-based on new and existing strategies, methods and technologies. This book will address the long-standing challenges in healthcare informatics and provide pragmatic recommendations on how to deal with them.




Loving Frank


Book Description

I have been standing on the side of life, watching it float by. I want to swim in the river. I want to feel the current. So writes Mamah Borthwick Cheney in her diary as she struggles to justify her clandestine love affair with Frank Lloyd Wright. Four years earlier, in 1903, Mamah and her husband, Edwin, had commissioned the renowned architect to design a new home for them. During the construction of the house, a powerful attraction developed between Mamah and Frank, and in time the lovers, each married with children, embarked on a course that would shock Chicago society and forever change their lives. In this ambitious debut novel, fact and fiction blend together brilliantly. While scholars have largely relegated Mamah to a footnote in the life of America’s greatest architect, author Nancy Horan gives full weight to their dramatic love story and illuminates Cheney’s profound influence on Wright. Drawing on years of research, Horan weaves little-known facts into a compelling narrative, vividly portraying the conflicts and struggles of a woman forced to choose between the roles of mother, wife, lover, and intellectual. Horan’s Mamah is a woman seeking to find her own place, her own creative calling in the world. Mamah’s is an unforgettable journey marked by choices that reshape her notions of love and responsibility, leading inexorably ultimately lead to this novel’s stunning conclusion. Elegantly written and remarkably rich in detail, Loving Frank is a fitting tribute to a courageous woman, a national icon, and their timeless love story. BONUS: This edition includes an excerpt from Nancy Horan's Under the Wide and Starry Sky. Advance praise for Loving Frank: “Loving Frank is one of those novels that takes over your life. It’s mesmerizing and fascinating–filled with complex characters, deep passions, tactile descriptions of astonishing architecture, and the colorful immediacy of daily life a hundred years ago–all gathered into a story that unfolds with riveting urgency.” –Lauren Belfer, author of City of Light “This graceful, assured first novel tells the remarkable story of the long-lived affair between Frank Lloyd Wright, a passionate and impossible figure, and Mamah Cheney, a married woman whom Wright beguiled and led beyond the restraint of convention. It is engrossing, provocative reading.” ——Scott Turow “It takes great courage to write a novel about historical people, and in particular to give voice to someone as mythic as Frank Lloyd Wright. This beautifully written novel about Mamah Cheney and Frank Lloyd Wright’s love affair is vivid and intelligent, unsentimental and compassionate.” ——Jane Hamilton “I admire this novel, adore this novel, for so many reasons: The intelligence and lyricism of the prose. The attention to period detail. The epic proportions of this most fascinating love story. Mamah Cheney has been in my head and heart and soul since reading this book; I doubt she’ ll ever leave.” –Elizabeth Berg




Red Sails to Capri


Book Description

A NEWBERY HONOR BOOK The minute he saw the boat with the red sails moving into the harbor, Michele knew that something exciting was going to happen. Sailing on the ship were three men who would come to stay at Michele's parents’ inn. The men said they were searching—one for beauty, one for adventure, and one for “something difficult to explain.” What they brought with them was a mystery and adventure that would change Michele's life—and all of Capri—forever.




Democracy and Education


Book Description

. Renewal of Life by Transmission. The most notable distinction between living and inanimate things is that the former maintain themselves by renewal. A stone when struck resists. If its resistance is greater than the force of the blow struck, it remains outwardly unchanged. Otherwise, it is shattered into smaller bits. Never does the stone attempt to react in such a way that it may maintain itself against the blow, much less so as to render the blow a contributing factor to its own continued action. While the living thing may easily be crushed by superior force, it none the less tries to turn the energies which act upon it into means of its own further existence. If it cannot do so, it does not just split into smaller pieces (at least in the higher forms of life), but loses its identity as a living thing. As long as it endures, it struggles to use surrounding energies in its own behalf. It uses light, air, moisture, and the material of soil. To say that it uses them is to say that it turns them into means of its own conservation. As long as it is growing, the energy it expends in thus turning the environment to account is more than compensated for by the return it gets: it grows. Understanding the word "control" in this sense, it may be said that a living being is one that subjugates and controls for its own continued activity the energies that would otherwise use it up. Life is a self-renewing process through action upon the environment.




Academy; a Weekly Review of Literature, Learning, Science and Art


Book Description

The Poetical gazette; the official organ of the Poetry society and a review of poetical affairs, nos. 4-7 issued as supplements to the Academy, v. 79, Oct. 15, Nov. 5, Dec. 3 and 31, 1910




Working Backwards


Book Description

Working Backwards is an insider's breakdown of Amazon's approach to culture, leadership, and best practices from two long-time Amazon executives—with lessons and techniques you can apply to your own company, and career, right now. In Working Backwards, two long-serving Amazon executives reveal the principles and practices that have driven the success of one of the most extraordinary companies the world has ever known. With twenty-seven years of Amazon experience between them—much of it during the period of unmatched innovation that created products and services including Kindle, Amazon Prime, Amazon Studios, and Amazon Web Services—Bryar and Carr offer unprecedented access to the Amazon way as it was developed and proven to be repeatable, scalable, and adaptable. With keen analysis and practical steps for applying it at your own company—no matter the size—the authors illuminate how Amazon’s fourteen leadership principles inform decision-making at all levels of the company. With a focus on customer obsession, long-term thinking, eagerness to invent, and operational excellence, Amazon’s ground-level practices ensure these characteristics are translated into action and flow through all aspects of the business. Working Backwards is both a practical guidebook and the story of how the company grew to become so successful. It is filled with the authors’ in-the-room recollections of what “Being Amazonian” is like and how their time at the company affected their personal and professional lives. They demonstrate that success on Amazon’s scale is not achieved by the genius of any single leader, but rather through commitment to and execution of a set of well-defined, rigorously-executed principles and practices—shared here for the very first time. Whatever your talent, career or organization might be, find out how you can put Working Backwards to work for you.




Discrete Mathematics with Applications, Metric Edition


Book Description

DISCRETE MATHEMATICS WITH APPLICATIONS, 5th Edition, Metric Edition explains complex, abstract concepts with clarity and precision and provides a strong foundation for computer science and upper-level mathematics courses of the computer age. Author Susanna Epp presents not only the major themes of discrete mathematics, but also the reasoning that underlies mathematical thought. Students develop the ability to think abstractly as they study the ideas of logic and proof. While learning about such concepts as logic circuits and computer addition, algorithm analysis, recursive thinking, computability, automata, cryptography and combinatorics, students discover that the ideas of discrete mathematics underlie and are essential to today's science and technology.




Setting the Table


Book Description

The bestselling business book from award-winning restauranteur Danny Meyer, of Union Square Cafe, Gramercy Tavern, and Shake Shack Seventy-five percent of all new restaurant ventures fail, and of those that do stick around, only a few become icons. Danny Meyer started Union Square Cafe when he was 27, with a good idea and hopeful investors. He is now the co-owner of a restaurant empire. How did he do it? How did he beat the odds in one of the toughest trades around? In this landmark book, Danny shares the lessons he learned developing the dynamic philosophy he calls Enlightened Hospitality. The tenets of that philosophy, which emphasize strong in-house relationships as well as customer satisfaction, are applicable to anyone who works in any business. Whether you are a manager, an executive, or a waiter, Danny’s story and philosophy will help you become more effective and productive, while deepening your understanding and appreciation of a job well done. Setting the Table is landmark a motivational work from one of our era’s most gifted and insightful business leaders.