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Practitioner's Guide to Data Science (Chapman & Hall/CRC Data Science Series) by Hui Lin, Ming Li
English | May 24, 2023 | ISBN: 0815354398 | 402 pages | EPUB | 21 Mb
This book aims to increase the visibility of data science in real-world, which differs from what you learn from a typical textbook. Many aspects of day-to-day data science work are almost absent from conventional statistics, machine learning, and data science curriculum. Yet these activities account for a considerable share of the time and effort for data professionals in the industry. Based on industry experience, this book outlines real-world scenarios and discusses pitfalls that data science practitioners should avoid. It also covers the big data cloud platform and the art of data science, such as soft skills. The authors use R as the primary tool and provide code for both R and Python.

This book is for readers who want to explore possible career paths and eventually become data scientists. This book comprehensively introduces various data science fields, soft and programming skills in data science projects, and potential career paths. Traditional data-related practitioners such as statisticians, business analysts, and data analysts will find this book helpful in expanding their skills for future data science careers. Undergraduate and graduate students from analytics-related areas will find this book beneficial to learn real-world data science applications. Non-mathematical readers will appreciate the reproducibility of the companion R and python codes.
Key Features:
* It covers both technical and soft skills.
* It has a chapter dedicated to the big data cloud environment. For industry applications, the practice of data science is often in such an environment.
* It is hands-on. We provide the data and repeatable R and Python code in notebooks. Readers can repeat the analysis in the book using the data and code provided. We also suggest that readers modify the notebook to perform analyses with their data and problems, if possible. The best way to learn data science is to do it!

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[booksz]

Jan-Ola Östman, "Pragmatics in Practice "
English | ISBN: 9027207860 | 2011 | 338 pages | PDF | 4 MB
The ten volumes of Handbook of Pragmatics Highlights focus on the most salient topics in the field of pragmatics, thereby attempting to divide up its wide interdisciplinary spectrum in a transparent and manageable way. While the other volumes select specific philosophical, cognitive, grammatical, social, cultural, discursive, variational, or interactional angles, this 9th volume focuses on what pragmatics is good for - beyond the very discipline of pragmatics as such. The chapters in the volume thus address the importance of taking a pragmatic perspective on traditional fields of applied linguistics (contrastive and error analysis, translation), and they address the core of pragmatics as the study of language use (with phenomena ranging from irony and emphasis to literacy and mass media, and with approaches to the function of language like rhetoric, stylistics, corpus analysis, and general semantics). The volume contains chapters not only on the spoken and written modes of communication, but also on signed language pragmatics and on computer-mediated communication. The impact and usefulness of taking a pragmatic perspective on language for a deeper understanding of clinical and rehabilitation practices has recently received ever more focus; in this volume, aspects of this direction of research are dealt with in the chapter on clinical pragmatics. In most of the chapters in the volume, ethics has a core role to play, not only in issues of authenticity in general in relation to research on language use, but also in issues that have a direct influence on the (linguistic) culture and society we live in, irrespective of whether we are part of a (linguistic) majority or a minority, or a minority within a minority: language policy and language planning, language ecology, and language in relation to legal matters. In all of these fields, we see the importance of research within pragmatics as a discipline dealing with how language influences our everyday lives. All in all, the volume presents different perspectives on how research in pragmatics not only can be put to practice, but how pragmatics is used as a tool to gain a better understanding of the world we live in.

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[booksz]

Sami Pihlström, "Pragmatism and Objectivity: Essays Sparked by the Work of Nicholas Rescher"
English | 2017 | pages: 293 | ISBN: 0367595370, 1138655236 | PDF | 0,9 mb
Pragmatism and Objectivity illuminates the nature of contemporary pragmatism against the background of Rescher's work, resulting in a stronger grasp of the prospects and promises of this philosophical movement. The central insight of pragmatism is that we must start from where we find ourselves and deflate metaphysical theories of truth in favor of an account that reflects our actual practices of the concept. Pragmatism links truth and rationality to experience, success, and action. While crude versions of pragmatism state that truth is whatever works for a person or a community, Nicholas Rescher has been at the forefront of arguing for a more sophisticated pragmatist position. According to his position, we can illuminate a robust concept of truth by considering its links with inquiry, assertion, belief, and action. His brand of pragmatism is objective and organized around truth and inquiry, rather than other forms of pragmatism that are more subjective and lenient. The contingency and fallibility of knowledge and belief formation does not mean that our beliefs are simply what our community decides, or that truth and objectivity are spurious notions. Rescher offers the best chance of understanding how it is that beliefs can be the products of human inquiry yet aim at the truth nonetheless. The essays in this volume, written by established and up-and-coming scholars of pragmatism, touch on themes related to epistemology, philosophy of mind, philosophy of science, and ethics.

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[booksz]

Prandtl Equations and Related Boundary Layer Equations
English | 2024 | ISBN: 9819745640 | 579 Pages | PDF EPUB (True) | 41 MB
This book is essentially divided into two parts. Chapter 1 as the first part systematically surveys the results till 2020 on Prandtl equations and MHD boundary layer equations. Chapter 2 to 6 are the main part of the book, which presents the local and the global well-posedness of solutions to the Prandtl equations and MHD boundary layer equations. In detail, Chapter 2 is concerned with global well-posedness of solutions to the 2D Prandtl-Hartmann equations in an analytic framework. Chapter 3 investigates the local existence of solutions to the 2D Prandtl equations in a weighted Sobolev space. Chapter 4 studies the local well-posedness of solutions to the 2D mixed Prandtl equations in a Sobolev space without monotonicity and lower bound. Chapter 5 is concerned with global existence of solutions to the 2D magnetic Prandtl equations in the Prandtl-Hartmann regime. Chapter 6 proves the local existence of solutions to the 3D Prandtl equations with a special structure.

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[booksz]

Praxishandbuch Unternehmensrestrukturierung nach StaRUG
Deutsch | 2022 | ISBN: 3110742160 | 408 Pages | EPUB | 3 MB
Das Gesetz zur Fortentwicklung des Sanierungs- und Insolvenzrechts und dem dort eingebundenen Unternehmensstabilisierungs- und -restrukturierungsgesetz revolutioniert den Gesundungsprozess für Firmen und den relevanten Stakeholdern. Dies bleibt nicht ohne Auswirkungen auf die Gläubiger wie Banken und Lieferanten. Das vorliegende Werk umfasst die wesentlichen Neuerungen dieses Gesetzes und ist auch für die Praxis eine wertvolle Gestaltungshilfe.

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[booksz]

Precision Molecular Pathology of Neoplastic Pediatric Diseases by Larissa V. Furtado
English | EPUB | 2018 | 360 Pages | ISBN : 3319896253 | 99.39 MB
This book provides a comprehensive, state-of-the art review of pediatric oncology. The text covers relevant concepts in molecular biology and addresses technical principles, applications, challenges, and integration of current and emerging genomic and molecular methods in the diagnosis and personalized management of childhood cancers. The text also discusses a wide array of pediatric neoplasms in the context of molecular pathology in a concise and understandable manner, with focus on their molecular pathogenesis, clinicopathological features, classification, molecular diagnosis, and approaches to personalized care.

xPrecision Molecular Pathology of Neoplastic Pediatric Diseases

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Precision Molecular Pathology of Neoplastic Pediatric Diseases by Larissa V. Furtado
English | EPUB | 2018 | 360 Pages | ISBN : 3319896253 | 99.39 MB
This book provides a comprehensive, state-of-the art review of pediatric oncology. The text covers relevant concepts in molecular biology and addresses technical principles, applications, challenges, and integration of current and emerging genomic and molecular methods in the diagnosis and personalized management of childhood cancers. The text also discusses a wide array of pediatric neoplasms in the context of molecular pathology in a concise and understandable manner, with focus on their molecular pathogenesis, clinicopathological features, classification, molecular diagnosis, and approaches to personalized care.
Written by experts in the field, Precision Molecular Pathology of Neoplastic Pediatric Diseases serves as a valuable resource for pathologists, pediatric oncologists, trainees and researchers with an interest in pediatric and molecular pathology.
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[booksz]

Predictability of Complex Dynamical Systems By James B. Kadtke, Yurii A. Kravtsov (auth.), Professor Dr. Yurii A. Kravtsov, Dr. James B. Kadtke (eds.)
1996 | 234 Pages | ISBN: 3642802567 | PDF | 5 MB
This is a book book for researchers and practitioners interested in modeling, prediction and forecasting of natural systems based on nonlinear dynamics. It is a practical guide to data analysis and to the development of algorithms, especially for complex systems. Topics such as the characterization of nonlinear correlations in data as dynamical systems, reconstruction of dynamical models from data, nonlinear noise reduction and the limits of predicatability are discussed. The chapters are written by leading experts and consider practical problems such as signal and time series analysis, biomedical data analysis, financial analysis, stochastic modeling, human evolution, and political modeling. The book includes new methods for nonlinear filtering of complex signals, new algorithms for signal classification, and the concept of the "Global Brain".

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[booksz]

Predictive Analytics for Business Leaders: Python Techniques for Strategic Insights by Hayden Van Der Post, Reactive Publishing, Alice Schwartz
English | November 8, 2024 | ISBN: N/A | ASIN: B0DMJQ8SNG | 361 pages | EPUB | 0.94 Mb
Reactive Publishing

Predictive analytics has emerged as a transformative tool for modern business leaders, offering the ability to anticipate market trends, optimize operations, and make data-driven decisions with confidence. In this comprehensive guide, Hayden Van Der Post demystifies the world of predictive analytics and empowers business professionals to leverage Python for strategic insights.
Combining real-world examples, detailed tutorials, and advanced Python techniques, this book serves as an essential resource for leaders aiming to elevate their decision-making processes. From mastering data preparation and feature engineering to deploying machine learning models that forecast future outcomes, readers will gain the expertise needed to turn data into a powerful competitive advantage.
Whether you are an experienced executive looking to enhance your strategic toolkit or a data-driven entrepreneur eager to harness predictive capabilities, this book provides the practical knowledge and actionable frameworks to excel. Written in a clear, engaging style, Hayden Van Der Post's latest work bridges the gap between technical proficiency and high-level business strategy, ensuring readers not only understand but effectively apply predictive analytics to drive impactful results.

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[booksz]

Predictive Statistical Mechanics: A Nonequilibrium Ensemble Formalism By Roberto Luzzi, Áurea R. Vasconcellos, J. Galvão Ramos (auth.)
2002 | 304 Pages | ISBN: 9048159636 | PDF | 27 MB
Chapters 1 to 5 include a description of the philosophy, foundations, and construction (methodology) of the formalism, including the derivation of a nonequilibrium grand-canonical ensemble for far-from-equilibrium systems as well as the derivation of a quantum nonlinear kinetic theory and a response function theory together with a theory of scattering. In chapter 6 applications of the theory are cataloged, making comparisons with experimental data (a basic step for the validation of any theory). Chapter 7 is devoted to the description of irreversible thermodynamics, providing a far-reaching generalization of Informational-Statistical Thermodynamics. The last chapter gives an overall picture of the formalism, and questions and criticisms related to it are discussed.

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[booksz]

Karolina Anna Mroziewicz, "Premodern Rulership and Contemporary Political Power: The King's Body Never Dies "
English | ISBN: 9462983313 | 2017 | 448 pages | PDF | 2 MB
In the medieval period, the monarch was seen as the embodiment of the community of his kingdom, the body politic. And while we've long since shed that view, it nonetheless continues to influence our understanding of contemporary politics. This book offers thirteen case studies from premodern and contemporary Europe that demonstrate the process through which political corporations-bodies politic-were and continue to be constructed and challenged. Drawing on history, archaeology, literary criticism, and art history, the contributors survey a wide geographical and chronological spectrum to offer a panoramic view of these dynamic political entities.

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[booksz]

Robert Andersen, "Presenting Statistical Results Effectively"
English | ISBN: 1446269809 | 2022 | 456 pages | PDF | 5 MB
Perfect for any statistics student or researcher, this book offers hands-on guidance on how to interpret and discuss your results in a way that not only gives them meaning, but also achieves maximum impact on your target audience. No matter what variables your data involves, it offers a roadmap for analysis and presentation that can be extended to other models and contexts.

Focused on best practices for building statistical models and effectively communicating their results, this book helps you:
- Find the right analytic and presentation techniques for your type of data
- Understand the cognitive processes involved in decoding information
- Assess distributions and relationships among variables
- Know when and how to choose tables or graphs
- Build, compare, and present results for linear and non-linear models
- Work with univariate, bivariate, and multivariate distributions
- Communicate the processes involved in and importance of your results.
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[booksz]

Nathan Spannaus, "Preserving Islamic Tradition: Abu Nasr Qursawi and the Beginnings of Modern Reformism"
English | 2019 | pages: 353 | ISBN: 0190251786 | PDF | 36,0 mb
The end of the eighteenth century was a transformational period for the Muslim communities of the Russian Empire and their relationship with the tsarist state. Though they had been under Russian rule since the sixteenth century, it was at this time that they were incorporated into the imperial bureaucracy, most significantly through the founding of an official hierarchy for the Islamic religious scholars in 1788.

The introduction of a state-backed structure for Muslim religious institutions altered Islamic religious authority and, in turn, religious discourse. One of the major figures to emerge from this new context was Abu Nasr Qursawi (1776-1812). A controversial figure who was condemned for heresy in Bukhara in 1808, Qursawi put forward a sweeping reform of the Islamic scholarly tradition. Focusing on taqlid, the principle of conformity to established doctrine, Qursawi argued that its overuse had weakened scholarship in the areas of Islamic law (fiqh) and theology (kalam) and undermined scholars' ability to serve as religious guides.
In Preserving Islamic Tradition, Nathan Spannaus presents the first detailed analysis of Qursawi's reformist project, both in its contours and broad historical setting. Spannaus shows how state control of Muslim institutions impacted religious discourse, but also how it altered the entire religious environment into the twentieth century. Addressing issues of modernity, secularity, tradition, and intellectual history, Preserving Islamic Tradition demonstrates how the interaction with a European imperial state transformed the Islamic tradition, both directly and indirectly, and elicited new forms of religious thought and discourse.

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[booksz]

Raquel Martin, Karen J. Romano R.N. D.C., Joel Robbins D.C. N.D. M.D., "Preventing and Reversing Arthritis Naturally: The Untold Story"
English | 2000 | ISBN: 0892818913 | PDF | pages: 276 | 14.5 mb
A comprehensive self-help program designed to prevent and reverse degenerative inflammatory diseases without drugs and their unwelcome side effects.

* The program in this book is designed to help millions who suffer from chronic arthritis pain to heal, rather than to just medicate their symptoms.
* Takes a holistic approach to finding the causes of arthritis pain and offers a self-help treatment program designed to heal the body from the inside out by incorporating medicinal herbs, nutritional supplements, exercise, diet, and chiropractic care.
* Raquel Martin is the author of the bestselling book The Estrogen Alternative.
Each year thousands of people struggling with the debilitating effects of arthritis hear their doctors say that they will just have to learn to live with the pain. After experiencing this firsthand, Raquel Martin was determined to find a better way. Together with Dr. Karen Romano, Martin developed a comprehensive self-help program designed to prevent and reverse degenerative inflammatory disease without drugs and their unwelcome or dangerous side effects. The authors show readers how to address the causes rather than medicate the symptoms of arthritis by implementing holistic lifestyle changes-from medicinal herbs, nutritional supplements, and natural hormone therapy to whole foods, exercise, and chiropractic care. Thoroughly researched and clearly presented, Preventing and Reversing Arthritis Naturally guides readers through the labyrinth of recent medical studies related to the effects and treatment of this disease. In addition, it discusses the exclusion of alternative therapies from most insurance coverage and provides advice on the action consumers can take to address this.
Part practical medical resource, part encouraging guide, Preventing and Reversing Arthritis Naturally will inspire all readers to take charge of all aspects of their health.

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[booksz]

Pride and Fall: The British Army in Afghanistan, 2001-2014 by Sergio Miller
English | December 10th, 2024 | ISBN: 1472868293 | 592 pages | True EPUB | 7.66 MB
A detailed new account of the British military campaign in Afghanistan from 2001 to 2014, based on the experiences of those who served.

On 11 September 2001 19 al-Qaeda-inspired jihadists hijacked four aircraft and mounted the deadliest terrorist attack in history. The outrage triggered a chain of events that saw British forces drawn into a lengthy military campaign against a fierce insurgency in Afghanistan.
In the immediate aftermath of the 9/11 attacks, NATO invoked Article 5 of the Washington Treaty that obligated military assistance to the United States. The British government supported the initial US invasion of Afghanistan in 2001, and subsequently committed troops to Kabul and northern Afghanistan from 2002 onwards. However, in January 2006, following NATO's expansion southwards, Britain committed a battlegroup from the Parachute Regiment to Helmand Province in what became known as Operation Herrick, with Defence Secretary John Reid stating he 'would be perfectly happy to leave in three years and without firing one shot'. The reality was very different. From 2006 to 2014, a succession of British task forces rotated through Helmand and fought against an implacable enemy. When they finally withdrew in 2014, British forces had suffered losses of more than 450 killed and 2,000 wounded. The Taliban were not defeated and would grow stronger.
Sergio Miller served in Defence Intelligence in Whitehall throughout the campaign, and Pride and Fall answers the many questions surrounding the conflict. Based on abundant open-source material generated by the war and first-hand testimonies, this is the story of the men and women who served.

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[booksz]

Princeton Review AP Biology Premium Prep, 27th Edition: 6 Practice Tests + Digital Practice Online + Content Review (College Test Preparation) by The Princeton Review
English | August 6, 2024 | ISBN: 0593517563 | 448 pages | MOBI | 33 Mb
PREMIUM PRACTICE FOR A PERFECT 5-WITH THE MOST PRACTICE ON THE MARKET! Ace the AP Biology Exam with The Princeton Review's comprehensive study guide. Includes6 full-length practice exams(more than any other major competitor), plus thorough content reviews, targeted test strategies, and access to online extras.

Techniques That Actually Work
* Tried-and-true strategies to help you avoid traps and beat the test
* Tips for pacing yourself and guessing logically
* Essential tactics to help you work smarter, not harder
Everything You Need for a High Score
* Fully aligned with the latest College Board standards for AP® Biology
* Comprehensive content review for all test topics
* Online digital flashcards to review core content
* Access to study plans, a handy list of key terms and concepts, helpful pre-college information, and more via your online Student Tools
Premium Practice for AP Excellence
* 6 full-length practice tests (4 in the book, 2 online) with detailed answer explanations
* Practice drills at the end of each content review chapter
* End-of-chapter key term lists to help focus your studying

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[booksz]

Rafael Velazquez-Flores, "Principled Pragmatism in Mexico's Foreign Policy: Variables and Assumptions"
English | 2022 | ISBN: 3030995720, 3030995755 | PDF | pages: 356 | 5.5 mb
This book explores Mexico's foreign policy using the 'principled pragmatism' approach. It describes and explains main external actions from the country's independence in the nineteenth century to Andrés Manuel López Obrador's administration. The principal argument is that Mexico has resorted to principled pragmatism due to geographic, historical, economic, security, and political reasons. In other words, the nation uses this instrument to deal with the United States, defend national interests, appease domestic groups, and promote economic growth.

The key characteristics of Mexico's principled pragmatism in foreign policy are that the nation projects a double-edged diplomacy to cope with external and domestic challenges at the same time. This policy is mainly for domestic consumption, and it is also linked to the type of actors that are involved in the decision-making process and to the kind of topics included in the agenda. This principled pragmatism is related to the nature of theintention: principism is deliberate and pragmatism is forced; and this policy is used to increase Mexico's international bargaining power.

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[booksz]

Mitchell Franklin, Patty Graybeal, Dixon Cooper, "Principles of Accounting, Volume 1: Financial Accounting"
English | 2019 | ISBN: 1947172689, 1593995946 | PDF | pages: 1055 | 156.7 mb
This is the official print version of this OpenStax textbook. OpenStax makes full-color hardcover and B&W paperback print copies available for students who prefer a hardcopy textbook to go with the free digital version of this OpenStax title. The textbook content is exactly the same as the OpenStax digital book. This textbook is available for free download at the OpenStax dot org website, but as many students prefer to study with hardcopy books, we offer affordable OpenStax textbooks for sale through Amazon as well as most campus bookstores.

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Timothy Taylor, Steven A. Greenlaw, David Shapiro, "Principles of Microeconomics"
English | 2017 | ISBN: 1506699871 | PDF | pages: 581 | 32.4 mb
This is the official print version of this OpenStax textbook. OpenStax makes full-color hardcover and B&W paperback print copies available for students who prefer a hardcopy textbook to go with the free digital version of this OpenStax title. The textbook content is exactly the same as the OpenStax digital book. This textbook is available for free download at the OpenStax dot org website, but as many students prefer to study with hardcopy books, we offer affordable OpenStax textbooks for sale through Amazon as well as most campus bookstores.

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[booksz]

Principles of Neural Science, 6th Edition
by Eric R. Kandel
English | 2021 | ISBN: 1259642232 | 3304 Pages | EPUB (True) | 268 MB

For more than 40 years, Principles of Neural Science has helped readers understand the link between the human brain and behavior. As the renowned text has shown, all behavior is an expression of neural activity and the future of both clinical neurology and psychiatry is dependent on the progress of neural science. Fully updated, this sixth edition of the landmark reference reflects the latest research, clinical perspectives, and advances in the field. It offers an unparalleled perspective on the the current state and future of neural science.

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Principles of Vibration and Sound By Thomas D. Rossing, Neville H. Fletcher (auth.)
1995 | 247 Pages | ISBN: 0387943366 | PDF | 7 MB
Some years ago we set out to write a detailed book about the basic physics of musical instruments. There have been many admirable books published about the history of the development of musical instruments, about their construction as a master craft, and about their employment in musical perfor mance; several excellent books have treated the acoustics of musical instru ments in a semiquantitative way; but none to our knowledge had then at tempted to assemble the hard acoustic information available in the research literature and to make it available to a wider readership. Our book The Physics of Musical Instruments, published by Springer-Verlag in 1991 and subsequently reprinted several times with only minor corrections, was the outcome of our labor. Because it was our aim to make our discussion of musical instruments as complete and rigorous as possible, our book began with a careful introduction to vibrating and radiating systems important in that field. We treated simple linear oscillators, both in isolation and coupled together, and extended that to a discussion of some aspects of driven and autonomous nonlinear oscilla tors. Because musical instruments are necessarily extended structures, we then went on to discuss the vibrations of strings, bars, membranes, plates, and shells, paying particular attention to the mode structures and characteristic frequencies, for it is these that are musically important.

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