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Data Mining and Predictive Analytics

Author : Daniel T. Larose

Publisher : John Wiley & Sons

Page : 827 pages

File Size : 30,38 MB

Release : 2015-02-19

Category : Computers

ISBN : 1118868676

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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.



The Varieties of Scientific Experience

Author : Carl Sagan

Publisher : Penguin

Page : 316 pages

File Size : 11,43 MB

Release : 2006-11-02

Category : Science

ISBN : 1101201835

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Book Description

“Ann Druyan has unearthed a treasure. It is a treasure of reason, compassion, and scientific awe. It should be the next book you read.” —Sam Harris, author of The End of Faith “A stunningly valuable legacy left to all of us by a great human being. I miss him so.” —Kurt Vonnegut Carl Sagan's prophetic vision of the tragic resurgence of fundamentalism and the hope-filled potential of the next great development in human spirituality The late great astronomer and astrophysicist describes his personal search to understand the nature of the sacred in the vastness of the cosmos. Exhibiting a breadth of intellect nothing short of astounding, Sagan presents his views on a wide range of topics, including the likelihood of intelligent life on other planets, creationism and so-called intelligent design, and a new concept of science as "informed worship." Originally presented at the centennial celebration of the famous Gifford Lectures in Scotland in 1985 but never published, this book offers a unique encounter with one of the most remarkable minds of the twentieth century.



Managing the Risks of Extreme Events and Disasters to Advance Climate Change Adaptation

Author : Intergovernmental Panel on Climate Change

Publisher : Cambridge University Press

Page : 593 pages

File Size : 26,84 MB

Release : 2012-05-28

Category : Business & Economics

ISBN : 1107025060

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Book Description

Extreme weather and climate events, interacting with exposed and vulnerable human and natural systems, can lead to disasters. This Special Report explores the social as well as physical dimensions of weather- and climate-related disasters, considering opportunities for managing risks at local to international scales. SREX was approved and accepted by the Intergovernmental Panel on Climate Change (IPCC) on 18 November 2011 in Kampala, Uganda.



Inside Nudging

Author : Steve Shu

Publisher : Createspace Independent Publishing Platform

Page : 0 pages

File Size : 31,85 MB

Release : 2016-07-14

Category :

ISBN : 9781532780806

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Book Description

Inside Nudging is written for management professionals and scientists to feed their thinking and discussions about implementing behavioral science initiatives (which includes behavioral economics and finance) in business settings. Situations include the incubation of innovation centers, behavioral science overlay capabilities, and advancement of existing organizations. Companies need to develop grit - the ability and fortitude to succeed. The book introduces the Behavioral GRITTM framework and covers key takeaways in leading an organization that implements behavioral science. Behavioral GRITTM stands for the business functions related to Goals, Research, Innovation, and Testing. The chapters are complemented by an appendix which covers ideas to introduce behavioral science initiatives. I argue that first a company needs to identify its goals and identify what type of predominant organization model it wants to pursue. There are five predominant organizational models I've seen. I also offer that a company should consider a number of implementation elements that may play a role during execution. Example elements include an advisory board and a behavioral science officer. Note that the purpose of this book is not to teach people about behavioral science; there are many other books out there for those purposes. That said, Inside Nudging introduces some behavioral science concepts to provide context and help develop a common language between management professionals and scientists. I see the application of behavioral science as still being in the early adoption phase. Many companies will benefit if they take time to develop the right approach. I hope Inside Nudging helps you with your journey. Stephen Shu Praise for Inside Nudging - More at www.InsideNudging.com "Steve Shu's thoughtful and very readable book Inside Nudging provides a unique opportunity to understand how the research from behavioral science can be best exploited by business. While many popular books on behavioral science make a strong case for the value of the research, none have addressed how to exploit it in such a helpful and practical manner. A rarely mentioned secret brought into full view here is the fact that using behavioral science effectively is not so straightforward. Written specifically for business people and consultants Steve Shu shares his wide experience of consulting to explain the challenges and pitfalls of translating the ideas and findings of academic research into actionable solutions for real business problems. This book shows you how by giving examples of how real consultancy projects were shaped to deliver valuable results for working businesses. Inside Nudging acts as an intelligent interface between the ideas of the nerds in academia and the needs of real business people and offers tremendous potential for any business that needs to understand how people respond to their actions." - Peter Ayton, Professor, Associate Dean of Research and Deputy Dean, Social Sciences, City University London "Steve Shu has written an excellent book for companies looking to get started with behavioral economics. Through his use of case studies and actionable takeaways, he does a great job showing how decades of research can be combined with other business elements to accomplish amazing results. Inside Nudging is like an executive guidebook for practitioners." - Dilip Soman, Professor and Corus Chair in Communications Strategy, Co-Director, Behavioural Economics in Action at Rotman (BEAR), Rotman School of Management, University of Toronto; Author of The Last Mile "This may be a CEO or manager's first glimpse into how they can utilize behavioral science initiatives within their own company or life." - Jenna Gould, San Francisco Book Review



The Consulting Apprenticeship

Author : Steve Shu

Publisher : CreateSpace

Page : 150 pages

File Size : 20,7 MB

Release : 2015-07-16

Category :

ISBN : 9781514217160

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Book Description

The Consulting Apprenticeship is written for business professionals and consultants with a focus on nuances passed on during apprenticeship regarding consulting delivery. Business professionals can benefit with a jump-start approach to applying consulting principles to their business. Designed for the busy professional, The Consulting Apprenticeship is a book of forty, quick-read ideas. These forty, short chapters are divided into four sections: Consulting Mindset - This section covers consulting ways of thinking and can be adopted by both company personnel and consultants. Consulting Techniques - This section covers specific tactics and toolkit methods when using consultative approaches in the trenches as either a company- or consulting firm-practitioner. Consulting Mastery - This section covers advanced perspectives on consulting and may be more useful to either company personnel evaluating consultants or mid- to senior-level consultants. Consulting Special Situations - Whereas the prior sections are applicable to a wide variety of situations, this section covers more infrequent, specific business situations involving consultative approaches in the trenches as either a company- or consulting firm-practitioner. Each chapter of the book concludes with an optional, takeaway exercise. The exercises vary widely in terms of level of involvement. For example, in some cases you can refer to online material. In other cases, you can engage in deeper thinking or apply the concepts over an extended period of time. However you choose to use this book, consulting mastery is a lifelong pursuit. I hope this book helps you with your journey. Stephen Shu Praise for The Consulting Apprenticeship "When one of the companies I worked for needed help taking its consulting organization to the next level, I hired Steve Shu. His ability to drive our management team - all with different opinions on what we should or should not do - to a 'so-what' conclusion and pragmatic next steps gave us the jump start we needed. He is one of the best and deeply understands how consulting organizations should work. His book provides great techniques as well as tools you can use immediately." - Prakash Panjwani, CEO at WatchGuard Technologies, former President and CEO of SafeNet "Steve Shu has put together a comprehensive guide to the all-important nuts and bolts of being a great consultant. The information in Chapter 21, 'Eight Secret Weapons of the Modern Consultant, ' is worth the price of the book. If you're serious about being a more effective consultant, read this book." - Michael McLaughlin, Author of Winning the Professional Services Sale and Principal Consultant at MindShare Consulting LLC; former Partner at Deloitte "Steve Shu has written a hands-on, highly practical guide for new management consultants and internal corporate business strategists alike. So many projects fail because they do not practice the basic consulting project management hygiene Steve describes in chapter 11. If you are new to the trade and want to greatly increase your chance of delivering successful consulting projects, read this book." - Robert Reppa, Vice President Strategy at Johnson Controls and former Partner at Booz & Company "Steve Shu has written a Rosetta Stone for both new and experienced consultants. Filled with forty power-packed ideas and practical chapter takeaways, Consulting Apprenticeship is structured for busy executives to easily digest each concept. A must read for those who seek to go beyond the shallow bromides of the consulting profession, and hone their skills with deeper, more meaningful approaches." - Adrian C. Ott, Award-winning author of The 24-Hour Customer, and CEO, Exponential Edge Inc, called "One of Silicon Valley's most respected strategists" by Consulting Magazine"



Advanced Respiratory Critical Care

Author : Martin Hughes

Publisher : OUP Oxford

Page : 617 pages

File Size : 29,26 MB

Release : 2011-09-01

Category : Medical

ISBN : 0191621323

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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.



Nuclear War

Author : Raymond G. Wilson

Publisher : Author House

Page : 259 pages

File Size : 18,57 MB

Release : 2014

Category : History

ISBN : 1496917537

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Book Description

Nuclear War: Hiroshima, Nagasaki, and A Workable Moral Strategy for Achieving and Preserving World Peace Raymond G. Wilson "The real truth of the matter is, as you and I know, that a financial element in the large centers has owned the government of the United States since the days of Andrew Jackson." Franklin D. Roosevelt There is considerable reason to believe President Roosevelt's statement is quite true, thus the "financial element in the large centers" shares responsibility and blame for the tens, if not hundreds, of thousands of war deaths in the last two decades. The people of the world need protection from those responsible for provoking nations to war. In the United States this responsibility lies with all elements in the highest levels of government, the decision makers. It lies with those who tinker with political and economic machinations, most likely for the advantage of "a financial element in the large centers." These are probably people young enough and sufficiently uninformed to have no conception of the atrocity of the nuclear confrontations and conflagrations to which they are quite possibly leading the world. This group of people may include most people serving in the U.S. Congress and from personal experience many in the U.S. Military. I have my doubts whether Presidents have seen all of the results of the world's first nuclear war; they are probably shielded from this. Photographs of the victims were confiscated and held confidential for more than 22 years after 1945. There were well more than 210,000 victims; not many photographs were made and survived. You can learn from this book a tiny fraction of the truth about what happens to people caught in nuclear war. (Although the truth from more than 210,000 will never be heard.) In a future war there would be hundreds of thousands, more likely hundreds of millions, of victims. The United States government has not revealed this kind of truth about its first nuclear war. As of early 2014 no sitting president has ever visited Hiroshima or Nagasaki. In Chapter 5 a solution is suggested to save us all from our "nuclear madness". "I hate war as only a soldier who has lived it can, only as one who has seen its brutality, its futility, its stupidity." --Dwight D. Eisenhower, "...we also possess the seeds of goodness and justice that humankind was given by nature and has fostered over the ages. We have the ability to cultivate self-control and consideration for others and to strive to live together in a humane and harmonious manner with others. The revival of such true humanity--not only between individuals, but also between nations--is an absolute necessity today, for the age has come when one nation's self-centered behavior could lead all humanity to annihilation." --Naomi Shohno, 1986 "America can do whatever we set our mind to." ―Barack Obama



Science Literacy

Author : National Academies of Sciences, Engineering, and Medicine

Publisher : National Academies Press

Page : 167 pages

File Size : 19,98 MB

Release : 2016-11-14

Category : Education

ISBN : 0309447569

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Book Description

Science is a way of knowing about the world. At once a process, a product, and an institution, science enables people to both engage in the construction of new knowledge as well as use information to achieve desired ends. Access to scienceâ€"whether using knowledge or creating itâ€"necessitates some level of familiarity with the enterprise and practice of science: we refer to this as science literacy. Science literacy is desirable not only for individuals, but also for the health and well- being of communities and society. More than just basic knowledge of science facts, contemporary definitions of science literacy have expanded to include understandings of scientific processes and practices, familiarity with how science and scientists work, a capacity to weigh and evaluate the products of science, and an ability to engage in civic decisions about the value of science. Although science literacy has traditionally been seen as the responsibility of individuals, individuals are nested within communities that are nested within societiesâ€"and, as a result, individual science literacy is limited or enhanced by the circumstances of that nesting. Science Literacy studies the role of science literacy in public support of science. This report synthesizes the available research literature on science literacy, makes recommendations on the need to improve the understanding of science and scientific research in the United States, and considers the relationship between scientific literacy and support for and use of science and research.



Your Resume Sucks!

Author : Mark Simon

Publisher :

Page : 179 pages

File Size : 32,55 MB

Release : 2006-10-01

Category : Résumés (Employment)

ISBN : 9780978847708

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Book Description

Your Resume Sucks! is 180 pages of examples, tips, tricks, do's & don'ts about resume writing. The authors give you the real scoop on what employers are looking for and how you get screened out.Your Resume Sucks! is written in a story format thats enjoyable to read so youll actually finish the book unlike most other snoozerville resume books.Plus it has many before and after examples of resumes that the authors revised according to their Three Keys and made them ROCK!



The Elements of Cure

Author : Tracy D. Kolenchuk

Publisher : Independently Published

Page : 104 pages

File Size : 38,97 MB

Release : 2019-01-02

Category : Reference

ISBN : 9781792968105

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Book Description

The Elements of Cure articulates the basic elements of illness, cause, and cure. It describes how these elements are combined to create complex and compound illnesses, and how those illnesses are cured with complex and compound cures. The distinctions between illnesses and cases of disease, chronic disease, disorder, medical condition, and disability is clearly defined to aid in finding cures and recognizing cures when they are found. The Elements of Cure can be used as a theoretical foundation to deconstruct any case of a disease into a set of illnesses and to begin and track the cure process.