Demystifying Big Data and Machine Learning for Healthcare
Demystifying Big Data and Machine Learning for Healthcare

Author: Prashant Natarajan

Publisher: CRC Press

Published: 2017-02-15

Total Pages: 227

ISBN-13: 1315389304

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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.

Demystifying Decision-Making
Demystifying Decision-Making

Author: Aimee Joseph

Publisher: Crossway

Published: 2021-12-22

Total Pages: 169

ISBN-13: 1433575442

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Drawing Closer to God One Decision at a Time On an average day, people makes countless decisions: Should I get out of bed or hit the snooze button? What should I have for breakfast? Where should we go for this year's vacation? While some decisions are easy to make, others can leave individuals paralyzed and full of anxiety. As Christians living in an increasingly individualistic society, what's the best strategy for making decisions that honor God while becoming more like him in the process? Writing from her own experience and pointing to biblical examples, Aimee Joseph offers a biblical and theological framework for decision-making. She explains God's design for humans as decision-makers, the biblical model for making choices, common wrong approaches, practical tips, and what to do when you've made a poor decision. With the philosophy that "as we shape our decisions, our decisions shape us," Joseph teaches readers how to worship and draw closer to Christ through their daily decisions. Practical: Equips Christians to make decisions as God's image bearers Applicable: Features study questions and helpful resources, including "The Dashboard of Decisions" and a decision-making flowchart Published in Partnership with the Gospel Coalition (TGC)

Demystifying Chipmaking
Demystifying Chipmaking

Author: Richard F. Yanda

Publisher: Elsevier

Published: 2005-06-06

Total Pages: 278

ISBN-13: 0080477097

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This book takes the reader through the actual manufacturing process of making a typical chip, from start to finish, including a detailed discussion of each step, in plain language. The evolution of today's technology is added to the story, as seen through the eyes of the engineers who solved some of the problems. The authors are well suited to that discussion since they are three of those same engineers. They have a broad exposure to the industry and its technology that extends all the way back to Shockley Laboratories, the first semiconductor manufacturer in Silicon Valley. The CMOS (Complementary Metal-Oxide-Semiconductor) process flow is the focus of the discussion and is covered in ten chapters. The vast majority of chips made today are fabricated using this general method. In order to ensure that all readers are comfortable with the vocabulary, the first chapter carefully and clearly introduces the science concepts found in later chapters. A chapter is devoted to pointing out the differences in other manufacturing methods, such as the gallium arsenide technology that produces chips for cell phones. In addition, a chapter describing the nature of the semiconductor industry from a business perspective is included. "The entire process of making a chip is surprisingly easy to understand. The part of the story that defies belief is the tiny dimensions: the conducting wires and other structures on a chip are more than a hundred times thinner than a hair - and getting thinner with every new chip design." - Authors are actual engineers who have a broad range of exposure and experience with chip technology - Contains a unique chapter describing the nature of the semiconductor industry from a business perspective

Demystifying Dissertation Writing
Demystifying Dissertation Writing

Author: Peg Boyle Single

Publisher: Taylor & Francis

Published: 2023-07-03

Total Pages: 193

ISBN-13: 1000979873

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Research shows that five strategies correlate with the successful completion of a dissertation:·Establishing a consistent writing routine·Working with a support group·Consulting your advisor·Understanding your committee’s expectations·Setting a realistic and timely scheduleBuilding on these insights, this book is for anyone who needs help in preparing for, organizing, planning, scheduling, and writing the longest sustained writing project they have encountered, particularly if he or she is not receiving sufficient guidance about the process, but also for anyone looking to boost his or her writing productivity.The author uncovers much tacit knowledge, provides advice on working with dissertation advisors and committee members, presents proven techniques for the prewriting and writing stages of the dissertation, sets out a system for keeping on schedule, and advocates enlisting peer support. As Peg Boyle Single states, “my goal is quite simple and straightforward: for you to experience greater efficiency and enjoyment while writing. If you experience anxiety, blocking, impatience, perfectionism or procrastination when you write, then this system is for you. I want you to be able to complete your writing so that you can move on with the rest of your life.” Few scholars, let alone graduate students, have been taught habits of writing fluency and productivity. The writing skills imparted by this book will not only help the reader through the dissertation writing process, but will serve her or him in whatever career she or he embarks on, given the paramount importance of written communication, especially in the academy. This book presents a system of straightforward and proven techniques that are used by productive writers, and applies them to the dissertation process. In particular, it promotes the concept of writing networks – whether writing partners or groups – to ensure that writing does not become an isolated and tortured process, while not hiding the need for persistence and sustained effort.This book is intended for graduate students and their advisers in the social sciences, the humanities, and professional fields. It can further serve as a textbook for either informal writing groups led by students or for formal writing seminars offered by departments or graduate colleges. The techniques described will help new faculty advice their students more effectively and even achieve greater fluency in their own writing.

Demystifying Disability
Demystifying Disability

Author: Emily Ladau

Publisher: Ten Speed Press

Published: 2021-09-07

Total Pages: 177

ISBN-13: 1984858971

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An approachable guide to being a thoughtful, informed ally to disabled people, with actionable steps for what to say and do (and what not to do) and how you can help make the world a more inclusive place ONE OF THE BEST BOOKS OF THE YEAR: NPR, Booklist • “A candid, accessible cheat sheet for anyone who wants to thoughtfully join the conversation . . . Emily makes the intimidating approachable and the complicated clear.”—Rebekah Taussig, author of Sitting Pretty: The View from My Ordinary, Resilient, Disabled Body People with disabilities are the world’s largest minority, an estimated 15 percent of the global population. But many of us—disabled and nondisabled alike—don’t know how to act, what to say, or how to be an ally to the disability community. Demystifying Disability is a friendly handbook on the important disability issues you need to know about, including: • How to appropriately think, talk, and ask about disability • Recognizing and avoiding ableism (discrimination toward disabled people) • Practicing good disability etiquette • Ensuring accessibility becomes your standard practice, from everyday communication to planning special events • Appreciating disability history and identity • Identifying and speaking up about disability stereotypes in media Authored by celebrated disability rights advocate, speaker, and writer Emily Ladau, this practical, intersectional guide offers all readers a welcoming place to understand disability as part of the human experience. Praise for Demystifying Disability “Whether you have a disability, or you are non-disabled, Demystifying Disability is a MUST READ. Emily Ladau is a wise spirit who thinks deeply and writes exquisitely.”—Judy Heumann, international disability rights advocate and author of Being Heumann “Emily Ladau has done her homework, and Demystifying Disability is her candid, accessible cheat sheet for anyone who wants to thoughtfully join the conversation. A teacher who makes you forget you’re learning, Emily makes the intimidating approachable and the complicated clear. This book is a generous and needed gift.”—Rebekah Taussig, author of Sitting Pretty: The View from My Ordinary Resilient Disabled Body

Demystifying AI for the Enterprise
Demystifying AI for the Enterprise

Author: Prashant Natarajan

Publisher: CRC Press

Published: 2021-12-30

Total Pages: 465

ISBN-13: 1351032925

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Artificial intelligence (AI) in its various forms –– machine learning, chatbots, robots, agents, etc. –– is increasingly being seen as a core component of enterprise business workflow and information management systems. The current promise and hype around AI are being driven by software vendors, academic research projects, and startups. However, we posit that the greatest promise and potential for AI lies in the enterprise with its applications touching all organizational facets. With increasing business process and workflow maturity, coupled with recent trends in cloud computing, datafication, IoT, cybersecurity, and advanced analytics, there is an understanding that the challenges of tomorrow cannot be solely addressed by today’s people, processes, and products. There is still considerable mystery, hype, and fear about AI in today’s world. A considerable amount of current discourse focuses on a dystopian future that could adversely affect humanity. Such opinions, with understandable fear of the unknown, don’t consider the history of human innovation, the current state of business and technology, or the primarily augmentative nature of tomorrow’s AI. This book demystifies AI for the enterprise. It takes readers from the basics (definitions, state-of-the-art, etc.) to a multi-industry journey, and concludes with expert advice on everything an organization must do to succeed. Along the way, we debunk myths, provide practical pointers, and include best practices with applicable vignettes. AI brings to enterprise the capabilities that promise new ways by which professionals can address both mundane and interesting challenges more efficiently, effectively, and collaboratively (with humans). The opportunity for tomorrow’s enterprise is to augment existing teams and resources with the power of AI in order to gain competitive advantage, discover new business models, establish or optimize new revenues, and achieve better customer and user satisfaction.

Software Estimation
Software Estimation

Author: Steve McConnell

Publisher: Microsoft Press

Published: 2006-02-22

Total Pages: 466

ISBN-13: 0735637032

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Often referred to as the “black art” because of its complexity and uncertainty, software estimation is not as difficult or puzzling as people think. In fact, generating accurate estimates is straightforward—once you understand the art of creating them. In his highly anticipated book, acclaimed author Steve McConnell unravels the mystery to successful software estimation—distilling academic information and real-world experience into a practical guide for working software professionals. Instead of arcane treatises and rigid modeling techniques, this guide highlights a proven set of procedures, understandable formulas, and heuristics that individuals and development teams can apply to their projects to help achieve estimation proficiency. Discover how to: Estimate schedule and cost—or estimate the functionality that can be delivered within a given time frame Avoid common software estimation mistakes Learn estimation techniques for you, your team, and your organization * Estimate specific project activities—including development, management, and defect correction Apply estimation approaches to any type of project—small or large, agile or traditional Navigate the shark-infested political waters that surround project estimates When many corporate software projects are failing, McConnell shows you what works for successful software estimation.

Demystifying Scriabin
Demystifying Scriabin

Author: Kenneth Smith

Publisher: Boydell & Brewer

Published: 2022

Total Pages: 358

ISBN-13: 1783276568

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An innovative contribution to Scriabin studies, covering aspects of Scriabin''s life, personality, beliefs, training, creative output, and interaction with contemporary Russian culture.This book is an innovative contribution to Alexander Scriabin (1872-1915) studies, covering aspects of Scriabin''s life, personality, beliefs, training, creative output, as well as his interaction with contemporary Russian culture. It offers new and original research from leading and upcoming Russian music scholars. Key Scriabin topics such as mysticism, philosophy, music theory, contemporary aesthetics, and composition processes are covered. Musical coverage spans the composer''s early, middle and late period. All main repertoire is being discussed: the piano miniatures and sonatas as well as the symphonies. In more detail, chapters consider: Scriabin''s part in early twentieth-century Russia''s cultural climate; how Scriabin moved from early pastiche to a style much more original; the influence of music theory on Scriabin''s idiosyncratic style; the changing contexts of Scriabin performances; new aspects of reception studies. Further chapters offer: a critical understanding of how Scriabin''s writings sit within the traditions of Mysticism as well as French and Russian Symbolism; a new investigation into his creative compositional process; miniaturism and its wider context; a new reading of the composer''s mysticism and synaesthesia. Analytical chapters reach out of the score to offer an interpretative framework; accepting new approaches from disability studies; investigating the complex interaction of rhythm and metre and modal interactions, the latent diatonic ''tonal function'' of Scriabin''s late works, as well as self-regulating structures in the composer''s music.ncratic style; the changing contexts of Scriabin performances; new aspects of reception studies. Further chapters offer: a critical understanding of how Scriabin''s writings sit within the traditions of Mysticism as well as French and Russian Symbolism; a new investigation into his creative compositional process; miniaturism and its wider context; a new reading of the composer''s mysticism and synaesthesia. Analytical chapters reach out of the score to offer an interpretative framework; accepting new approaches from disability studies; investigating the complex interaction of rhythm and metre and modal interactions, the latent diatonic ''tonal function'' of Scriabin''s late works, as well as self-regulating structures in the composer''s music.ncratic style; the changing contexts of Scriabin performances; new aspects of reception studies. Further chapters offer: a critical understanding of how Scriabin''s writings sit within the traditions of Mysticism as well as French and Russian Symbolism; a new investigation into his creative compositional process; miniaturism and its wider context; a new reading of the composer''s mysticism and synaesthesia. Analytical chapters reach out of the score to offer an interpretative framework; accepting new approaches from disability studies; investigating the complex interaction of rhythm and metre and modal interactions, the latent diatonic ''tonal function'' of Scriabin''s late works, as well as self-regulating structures in the composer''s music.ncratic style; the changing contexts of Scriabin performances; new aspects of reception studies. Further chapters offer: a critical understanding of how Scriabin''s writings sit within the traditions of Mysticism as well as French and Russian Symbolism; a new investigation into his creative compositional process; miniaturism and its wider context; a new reading of the composer''s mysticism and synaesthesia. Analytical chapters reach out of the score to offer an interpretative framework; accepting new approaches from disability studies; investigating the complex interaction of rhythm and metre and modal interactions, the latent diatonic ''tonal function'' of Scriabin''s late works, as well as self-regulating structures in the composer''s music. his creative compositional process; miniaturism and its wider context; a new reading of the composer''s mysticism and synaesthesia. Analytical chapters reach out of the score to offer an interpretative framework; accepting new approaches from disability studies; investigating the complex interaction of rhythm and metre and modal interactions, the latent diatonic ''tonal function'' of Scriabin''s late works, as well as self-regulating structures in the composer''s music.

Demystifying Shariah
Demystifying Shariah

Author: Sumbul Ali-Karamali

Publisher: Beacon Press

Published: 2020-08-11

Total Pages: 258

ISBN-13: 0807038016

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A direct counterpoint to fear mongering headlines about shariah law—a Muslim American legal expert tells the real story, eliminating stereotypes and assumptions with compassion, irony, and humor Through scare tactics and deliberate misinformation campaigns, anti-Muslim propagandists insist wrongly that shariah is a draconian and oppressive Islamic law that all Muslims must abide by. They circulate horror stories, encouraging Americans to fear the “takeover of shariah” law in America and even mounting “anti-shariah protests” . . . . with zero evidence that shariah has taken over any part of our country. (That’s because it hasn’t.) It would be almost funny if it weren’t so terrifyingly wrong—as puzzling as if Americans suddenly began protesting the Martian occupation of Earth. Demystifying Shariah explains that shariah is not one set of punitive rules or even law the way we think of law—rigid and enforceable—but religious rules and recommendations that provide Muslims with guidance in various aspects of life. Sumbul Ali-Karamali draws on scholarship and her degree in Islamic law to explain shariah in an accessible, engaging narrative style—its various meanings, how it developed, and how the shariah-based legal system operated for over a thousand years. She explains what shariah means not only in the abstract but in the daily lives of Muslims. She discusses modern calls for shariah, what they mean, and whether shariah is the law of the land anywhere in the world. She also describes the key lies and misunderstandings about shariah circulating in our public discourse, and why so many of them are nonsensical. This engaging guide is intended to introduce you to the basic principles, goals, and general development of shariah and to answer questions like: How do Muslims engage with shariah? What does shariah have to do with our Constitution? What does shariah have to do with the way the world looks like today? And why do we all—Muslims or not—need to care?

Demystifying Serials Cataloging
Demystifying Serials Cataloging

Author: Fang Huang Gao

Publisher: Bloomsbury Publishing USA

Published: 2012-10-17

Total Pages: 495

ISBN-13:

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This essential reference teaches library staff how to handle the most common and confusing problems in serials cataloging by providing clear examples, practice exercises, and helpful advice based on experience. Serials cataloging can be an overwhelming task that frustrates even the most seasoned professional. This book provides simple guidance and real-world examples to illustrate best practices in serials cataloging. Demystifying Serials Cataloging: A Book of Examples is a reliable reference for learning how to catalog serials or improve cataloging skills. The book covers important elements of descriptive cataloging of serial publications such as explanations, sample records, applicable cataloging rules, and images of the serials. Examples demonstrate best practices and guidelines from the industry's leading cataloging standards including Anglo-American Cataloguing Rules: Second Revised Edition; CONSER Cataloging Manual; Library of Congress Rule Interpretation; and OCLC Bibliographic Formats and Standards. Each chapter contains helpful practice exercises to ensure understanding and reinforce learning.