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Search for tt̄H Production in the H → bb̅ Decay Channel: Using Deep Learning Techniques with the CMS Experiment (Springer Theses)
by Marcel RiegerIn 1964, a mechanism explaining the origin of particle masses was proposed by Robert Brout, François Englert, and Peter W. Higgs. 48 years later, in 2012, the so-called Higgs boson was discovered in proton-proton collisions recorded by experiments at the LHC. Since then, its ability to interact with quarks remained experimentally unconfirmed. This book presents a search for Higgs bosons produced in association with top quarks tt̄H in data recorded with the CMS detector in 2016. It focuses on Higgs boson decays into bottom quarks H → bb̅ and top quark pair decays involving at least one lepton. In this analysis, a multiclass classification approach using deep learning techniques was applied for the first time. In light of the dominant background contribution from tt̄ production, the developed method proved to achieve superior sensitivity with respect to existing techniques. In combination with searches in different decay channels, the presented work contributed to the first observations of tt̄H production and H → bb̅ decays.
Searches for Supersymmetric Particles in Final States with Multiple Top and Bottom Quarks with the Atlas Detector (Springer Theses)
by Chiara RizziThis PhD thesis documents two of the highest-profile searches for supersymmetry performed at the ATLAS experiment using up to 80/fb of proton-proton collision data at a center-of-mass energy of 13 TeV delivered by the Large Hadron Collider (LHC) during its Run 2 (2015-2018). The signals of interest feature a high multiplicity of jets originating from the hadronisation of b-quarks and large missing transverse momentum, which constitutes one of the most promising final state signatures for discovery of new phenomena at the LHC. The first search is focused on the strong production of a pair of gluinos, with each gluino decaying into a neutralino and a top-antitop-quark pair or a bottom-antibottom-quark pair. The second search targets the pair production of higgsinos, with each higgsino decaying into a gravitino and a Higgs boson, which in turn is required to decay into a bottom-antibottom-quark pair. Both searches employ state-of-the-art experimental techniques and analysis strategies at the LHC, resulting in some of the most restrictive bounds available to date on the masses of the gluino,neutralino, and higgsino in the context of the models explored.
Searches for the Supersymmetric Partner of the Top Quark, Dark Matter and Dark Energy at the ATLAS Experiment (Springer Theses)
by Nicolas Maximilian KöhlerAstrophysical observations implying the existence of Dark Matter and Dark Energy, which are not described by the Standard Model (SM) of particle physics, have led to extensions of the SM predicting new particles that could be directly produced at the Large Hadron Collider (LHC) at CERN. Based on 2015 and 2016 ATLAS proton-proton collision data, this thesis presents searches for the supersymmetric partner of the top quark, for Dark Matter, and for DarkEnergy, in signatures with jets and missing transverse energy.Muon detection is key to some of the most important LHC physics results, including the discovery of the Higgs boson and the measurement of its properties. The efficiency with which muons can be detected with the ATLAS detector is measured using Z boson decays. The performance of high-precision Monitored Drift Tube muon chambers under background rates similar to the ones expected for the High Luminosity-LHC is studied.
Searching for Developmental Alternatives in Economic Theory: Proceedings of the 2024 Euro-Asian Symposium on Economic Theory (EASET), Ekaterinburg, Russia, June 26-28 (Springer Proceedings in Business and Economics)
by Geoffrey M. Hodgson Evgeny Kuzmin Yuliya Lavrikova Laura BraviThis book discusses the conceptual foundations of mainstream and political economy and offers alternative directions for the development of theoretical economics. Presenting selected papers from the Euro-Asian Symposium on Economic Theory, held by the Institute of Economics of the Ural Branch of the Russian Academy of Sciences (Ekaterinburg, Russia) on June 26-28, 2024, this book examines the ways in which economic theory helps solve problem such as the expansion of new technologies, inequality, environmental justice, globalization, regionalization, and a polycentric world. It delves into the evolution and resilience of industrial ecosystems, investigate the fundamental nature of money, the complexities of achieving justice and efficiency in economic development are addressed, examining income disparities, the convergence of economies, and social aspects within economic mechanisms. The contributions featured in this book offer a synthesis of theoretical models and empirical analyses, bridging the gap between academic inquiry and practical application. This collection is a valuable resource for researchers, policymakers, and practitioners seeking innovative solutions to navigate the complexities of today&’s economic systems.
Searching for Whitopia: An Improbable Journey to the Heart of White America
by Rich BenjaminAs America becomes more and more racially diverse, Rich Benjamin noticed a phenomenon: Some communities were actually getting less multicultural. So he got out a map, found the whitest towns in the USA--and moved in.A journalist-adventurer, Benjamin packed his bags and embarked on a 26,909-mile journey throughout the heart of white America, to some of the fastest-growing and whitest locales in our nation. Benjamin calls these enclaves "Whitopias." In this groundbreaking book, he shares what he learned as a black man in Whitopia. Benjamin's journey to unlock the mysteries of Whitopia took him from a three-day white separatist retreat with links to Aryan Nations in North Idaho to exurban mega-churches down South, and many points in between. A compelling raconteur, bon vivant, and scholar, Benjamin reveals what Whitopias are like and explores the urgent social and political implications of this startling phenomenon. Benjamin's groundbreaking study is one of few to have illuminated in advance the social and political forces propelling the rise of Donald Trump. After all, Trump carried 94 percent of America's Whitopian counties. And he won a median 67 percent of the vote in Whitopia compared to 46 percent of the vote nationwide.Leaving behind speculation or sensationalism, Benjamin explores the future of whiteness and race in an increasingly multicultural nation.
Sears and Zemansky's: University Physics, Volume 2
by Roger A. Freedman A. Lewis Ford Hugh D. YoungUniversity Physics Volume 2 (Chapers 21-37), 13/e continues to set the benchmark for clarity and rigor combined with effective teaching and research-based innovation. University Physics is known for its uniquely broad, deep, and thoughtful set of worked examples-key tools for developing both physical understanding and problem-solving skills. The Thirteenth Edition revises all the Examples and Problem-Solving Strategies to be more concise and direct while maintaining the Twelfth Edition's consistent, structured approach and strong focus on modeling as well as math. To help students tackle challenging as well as routine problems, the Thirteenth Edition adds Bridging Problems to each chapter, which pose a difficult, multiconcept problem and provide a skeleton solution guide in the form of questions and hints. The text's rich problem sets-developed and refined over six decades-are upgraded to include larger numbers of problems that are biomedically oriented or require calculus. The problem-set revision is driven by detailed student-performance data gathered nationally through MasteringPhysics®, making it possible to fine-tune the reliability, effectiveness, and difficulty of individual problems.
Seasonal Adjustment Methods and Real Time Trend-Cycle Estimation
by Estela Bee Dagum Silvia BianconciniThis book explores widely used seasonaladjustment methods and recent developments in real time trend-cycle estimation. It discusses in detail the properties and limitations of X12ARIMA, TRAMO-SEATSand STAMP - the main seasonal adjustment methods used by statistical agencies. Several real-world cases illustrate eachmethod and real data examples can be followed throughout the text. Thetrend-cycle estimation is presented using nonparametric techniques based onmoving averages, linear filters and reproducing kernel Hilbert spaces, takingrecent advances into account. The book provides a systematical treatment ofresults that to date have been scattered throughout the literature. Seasonal adjustment and real timetrend-cycle prediction play an essential part at all levels of activity inmodern economies. They are used by governments to counteract cyclicalrecessions, by central banks to control inflation, by decision makers forbetter modeling and planning and by hospitals, manufacturers, builders,transportation, and consumers in general to decide on appropriate action. This book appeals to practitioners ingovernment institutions, finance and business, macroeconomists, and other professionalswho use economic data as well as academic researchers in time series analysis,seasonal adjustment methods, filtering and signal extraction. It is also usefulfor graduate and final-year undergraduate courses in econometrics and timeseries with a good understanding of linear regression and matrix algebra, aswell as ARIMA modelling.
Seasonal Adjustment Without Revisions: A Real-Time Approach (SpringerBriefs in Economics)
by Barend Abeln Jan P. JacobsSeasonality in economic time series can "obscure" movements of other components in a series that are operationally more important for economic and econometric analyses. In practice, one often prefers to work with seasonally adjusted data to assess the current state of the economy and its future course. This book presents a seasonal adjustment program called CAMPLET, an acronym of its tuning parameters, which consists of a simple adaptive procedure to extract the seasonal and the non-seasonal component from an observed series. Once this process is carried out, there will be no need to revise these components at a later stage when new observations become available. The authors describe the main features of CAMPLET, evaluate the outcomes of CAMPLET and X-13ARIMA-SEATS in a controlled simulation framework using a variety of data generating processes, and illustrate CAMPLET and X-13ARIMA-SEATS with three time series: US non-farm payroll employment, operational income of Ahold and real GDP in the Netherlands. Furthermore they show how CAMPLET performs under the COVID-19 crisis, and its attractiveness in dealing with daily data. This book appeals to scholars and students of econometrics and statistics, interested in the application of statistical methods for empirical economic modeling.
Seasonality and Microcredit
by Abu S. ShonchoyThe mismatch between credit repayments and income seasonality can create serious distortions. However, typically Micro-Finance Institutes (MFIs) do not provide any adjustments due to the income seasonality. For instance in Northern Bangladesh, Income and consumption downfalls during the time of post-Aman rice plantation seasons are quite regular phenomenon which is locally known as "Monga". Poor landless agricultural wage laborers suffer the most due to this seasonality and usually they face difficulty to smooth their consumptions. As a result, it is extremely difficult to arrange the regular weekly loan repayments of the micro-credit, which they have taken during the productive part of the year. Using field experiments through RCTs in Northern Bangladesh, we randomly assigned seasonality adjusted flexible micro-credits and traditional rigid micro-credit to different borrowing groups. Examining the repayment behavior of the borrowers in the context of geographical classifications and loan designs; employing both survey and experimental methods, this study allows us to see the consequences of flexible loan repayment rules during the lean periods, and how they affect both MFIs and participating borrowers. The findings of this study have important policy implications for MFIs and policy-makers of the developing countries.
Second Grade Math With Confidence Instructor Guide (Math with Confidence #7)
by Kate SnowA scripted, open-and-go program that will have you teaching math confidently--even if you’ve never taught math before. From popular math educator Kate Snow, this easy-to-use program will give parents the tools they need to teach Math with Confidence—even if they’ve never taught math before. Short, engaging, and hands-on lessons will help children develop a strong understanding of Second Grade math, step by step. reading, writing, and comparing numbers to 1000 adding and subtracting 2- and 3-digit numbers solving addition and subtraction word problems telling time, counting money, and measuring length reading graphs, identifying 2-D and 3-D shapes, and understanding simple fractions Children will develop both strong number sense and a positive attitude toward math with fun activities like Pretend Restaurant, Measurement Tag, and Fraction Bump. All you’ll need are this Instructor Guide, the Student Workbook, and simple household items (like play money, base-ten blocks, a clock, and a ruler) to make math come alive for children. Short, hands-on, and developmentally-appropriate lessons Games and pretend activities make math fun Easy to use, with clear directions and explanatory notes Delightful (and optional) weekly enrichment lessons, with picture book recommendations and real-life math extension activities Memory work and daily review to ensure children retain what they’ve learned and master essential skills
Second Grade Math With Confidence Student Workbook (Math With Confidence Ser.)
by Kate SnowA colorful, engaging workbook to reinforce and practice the skills taught in the Second Grade Math with Confidence Instructor Guide. Simple and straightforward workbook pages give children practice with new concepts and provide daily reviews of previously learned skills. Short, simple pages give children written practice without tiring small hands Daily review helps children retain what they have learned. All answers are provided in the Instructor’s Guide for easy correcting Colorful, whimsical illustrations Age Range: 7-8 Grade Range: Second Grade full-color illustrations on every page.
Second International Handbook of Mathematics Education (Springer International Handbooks of Education #10)
by Alan J. BishopALAN 1. BISHOP The first International Handbook on Mathematics Education was published by Kluwer Academic Publishers in 1996. However, most of the writing for that handbook was done in 1995 and generally reflected the main research and development foci prior to 1994. There were four sections, 36 chapters, and some 150 people contributed to the final volume either as author, reviewer, editor, or critical friend. The task was a monumental one, attempting to cover the major research and practice developments in the international field of mathematics education as it appeared to the contributors in 1995. Inevitably there were certain omissions, some developments were only starting to emerge, and some literatures were only sketchy and speculative. However that Handbook has had to be reprinted three times, so it clearly fulfilled a need and I personally hope that it lived up to what I wrote in its Introduction: The Handbook thus attempts not merely to present a description of the international 'state-of-the-field', but also to offer synthetic and reflective overviews on the different directions being taken by the field, on the gaps existing in our present knowledge, on the current problems being faced, and on the future possibilities for development. (Bishop et aI. , 1996) Since that time there has been even more activity in our field, and now seems a good time to take stock again, to reflect on what has happened since 1995, and to create a second Handbook with the same overall goals.
Second Order Elliptic Integro-Differential Problems (Chapman & Hall/CRC Research Notes in Mathematics Series)
by Maria Giovanna Garroni Jose Luis MenaldiThe Green function has played a key role in the analytical approach that in recent years has led to important developments in the study of stochastic processes with jumps. In this Research Note, the authors-both regarded as leading experts in the field- collect several useful results derived from the construction of the Green function and its estim
Second-Order Variational Analysis in Optimization, Variational Stability, and Control: Theory, Algorithms, Applications (Springer Series in Operations Research and Financial Engineering)
by Boris S. MordukhovichThis fundamental work is a sequel to monographs by the same author: Variational Analysis and Applications (2018) and the two Grundlehren volumes Variational Analysis and Generalized Differentiation: I Basic Theory, II Applications (2006). This present book is the first entirely devoted to second-order variational analysis with numerical algorithms and applications to practical models. It covers a wide range of topics including theoretical, numerical, and implementations that will interest researchers in analysis, applied mathematics, mathematical economics, engineering, and optimization. Inclusion of a variety of exercises and commentaries in each chapter allows the book to be used effectively in a course on this subject. This area has been well recognized as an important and rapidly developing area of nonlinear analysis and optimization with numerous applications. Consisting of 9 interrelated chapters, the book is self-contained with the inclusion of some preliminaries in Chapter 1.Results presented are useful tools for characterizations of fundamental notions of variational stability of solutions for diverse classes of problems in optimization and optimal control, the study of variational convexity of extended-real-valued functions and their specifications and variational sufficiency in optimization. Explicit calculations and important applications of second-order subdifferentials associated with the achieved characterizations of variational stability and related concepts, to the design and justification of second-order numerical algorithms for solving various classes of optimization problems, nonsmooth equations, and subgradient systems, are included. Generalized Newtonian algorithms are presented that show local and global convergence with linear, superlinear, and quadratic convergence rates. Algorithms are implemented to address interesting practical problems from the fields of machine learning, statistics, imaging, and other areas.
Secondary Instabilities of Görtler Vortices in High-Speed Boundary Layers
by Jie RenThis thesis first reveals the mechanism of Görtler instabilities and then demonstrates how transitions at hypersonic flows can be effectively controlled (either promoted or suppressed) with Görtler or Klebanoff modes. It focuses on understanding and controlling flow transitions from mild laminar to fully turbulent flows at high speeds—aspects that have become crucial at the dawn of an incredible era, in which hypersonic vehicles are becoming available. Once this occurs, it will be possible to travel from Beijing to Los Angeles within just 2 hours, and we will all live in a genuinely global village—and not just virtually, but physically.Görtler instabilities have often been used to promote flow transition in hypersonic vehicles. However, how Görtler instabilities are excited and how they evolve in hypersonic flows are questions that have yet to be answered.
Secondary Stem Educational Reform
by Carla C. JohnsonFederal and state funding agencies have invested billions of dollars into secondary STEM (Science, Technology, Education, Mathematics) educational reform over the past decade. This volume addresses the interplay of external and internal variables associated with school reform and how this dynamic has impacted many efforts.
Secret History: The Story of Cryptology (Chapman & Hall/CRC Cryptography and Network Security Series #76)
by Craig BauerThe first edition of this award-winning book attracted a wide audience. This second edition is both a joy to read and a useful classroom tool. Unlike traditional textbooks, it requires no mathematical prerequisites and can be read around the mathematics presented. If used as a textbook, the mathematics can be prioritized, with a book both students and instructors will enjoy reading. Secret History: The Story of Cryptology, Second Edition incorporates new material concerning various eras in the long history of cryptology. Much has happened concerning the political aspects of cryptology since the first edition appeared. The still unfolding story is updated here. The first edition of this book contained chapters devoted to the cracking of German and Japanese systems during World War II. Now the other side of this cipher war is also told, that is, how the United States was able to come up with systems that were never broken. The text is in two parts. Part I presents classic cryptology from ancient times through World War II. Part II examines modern computer cryptology. With numerous real-world examples and extensive references, the author skillfully balances the history with mathematical details, providing readers with a sound foundation in this dynamic field. FEATURES Presents a chronological development of key concepts Includes the Vigenère cipher, the one-time pad, transposition ciphers, Jefferson’s wheel cipher, Playfair cipher, ADFGX, matrix encryption, Enigma, Purple, and other classic methods Looks at the work of Claude Shannon, the origin of the National Security Agency, elliptic curve cryptography, the Data Encryption Standard, the Advanced Encryption Standard, public-key cryptography, and many other topics New chapters detail SIGABA and SIGSALY, successful systems used during World War II for text and speech, respectively Includes quantum cryptography and the impact of quantum computers
Secret History: The Story of Cryptology (Discrete Mathematics and Its Applications)
by Craig P. BauerWinner of an Outstanding Academic Title Award from CHOICE MagazineMost available cryptology books primarily focus on either mathematics or history. Breaking this mold, Secret History: The Story of Cryptology gives a thorough yet accessible treatment of both the mathematics and history of cryptology. Requiring minimal mathematical prerequisites, the
Secrets of Creation: The Mystery Of The Prime Numbers (Urbanomic / Redactions)
by Robin Mackay Conrad Shawcross Matthew WatkinsAn artist and a mathematician debate, find common ground, and jointly create an assemblage that is neither (or both) an artwork and a mathematical model.A week-long residency project brought together artist Conrad Shawcross and mathematician Matthew Watkins to reflect on the ways in which artists use (or misuse) scientific and mathematical concepts. Secrets of Creation documents this fascinating meeting of worlds, presenting both the week's discussions and debates, and the project upon which Shawcross and Watkins subsequently embarked.Navigating a route that tacked between formalism and natural language, experts and laymen, quantity and quality, poetics and mechanics, Shawcross and Watkins gradually forged a shared discourse in which the concerns of the artist and those of the mathematician could find a common ground. The project ended with their joint creation of an assemblage that was neither (or both) an artwork and a mathematical model.
Secrets of Mental Math: The Mathemagician's Guide to Lightning Calculation and Amazing Math Tricks
by Michael Shermer Arthur BenjaminThese simple math secrets and tricks will forever change how you look at the world of numbers. Secrets of Mental Math will have you thinking like a math genius in no time. Get ready to amaze your friends--and yourself--with incredible calculations you never thought you could master, as renowned "mathemagician" Arthur Benjamin shares his techniques for lightning-quick calculations and amazing number tricks. This book will teach you to do math in your head faster than you ever thought possible, dramatically improve your memory for numbers, and--maybe for the first time--make mathematics fun. <p><p> Yes, even you can learn to do seemingly complex equations in your head; all you need to learn are a few tricks. You'll be able to quickly multiply and divide triple digits, compute with fractions, and determine squares, cubes, and roots without blinking an eye. No matter what your age or current math ability, Secrets of Mental Math will allow you to perform fantastic feats of the mind effortlessly. This is the math they never taught you in school.<p><p> <i>Advisory: Bookshare has learned that this book offers only partial accessibility. We have kept it in the collection because it is useful for some of our members. To explore further access options with us, please contact us through the Book Quality link on the right sidebar. Benetech is actively working on projects to improve accessibility issues such as these.</i> <P> <b>There is another version of the book with mathematical expressions not rendered as images at https://www.bookshare.org/browse/book/446779</b>
Secrets of Mental Math: The Mathemagician's Guide to Lightning Calculation and Amazing Math Tricks, 1st Edition
by Michael Shermer Arthur BenjaminArthur Benjamin shares his techniques for lightning-quick calculations and amazing number tricks. This book will teach you to do math in your head faster than you ever thought possible, dramatically improve your memory for numbers, and--maybe for the first time--make mathematics fun.
Secrets of the Moon: Understanding and Analysing the Lunar Surface
by Gilbert FielderSecrets of the Moon: Understanding and Analysing the Lunar Surface provides a unique account of the origin of key features on the lunar surface. Containing historical accounts and the latest observations from the field, in addition to exciting data from the Apollo manned missions, it describes the development of our current understanding of our Moon. It also explores the fracturing of the Moon, a topic not explored in other literature in the area, and contains a statistical treatment of the smaller craters of the Moon, as well as a geological treatment of the larger craters. This moderately technical account is designed to clarify and update the general thinking on the nature and origin of the most important lunar surface features for both undergraduate and research students. It may also be read by the professional scientist, especially the astronomer and the geologist who has found little time to study the Moon’s topography, in addition to the lunar amateur astronomer and even the dedicated layman with a keen interest in lunar science. The book excludes nearly all mathematical symbols in order to remain accessible to those without a formal education in the area. Key Features: Authored by an expert in the area Presents a comprehensive account of the lunar surface, from historical observations to the NASA Apollo manned missions and the latest observations and data in the field Includes a statistical and geological treatment of the craters Dr. Gilbert Fielder is Reader Emeritus at Lancaster University, United Kingdom. He performed extended teaching at Lancaster University on Planetary Science and introduced a new degree course on Remote Sensing. Prior to this, he was Principal Investigator in NASA’s Heat Capacity Mapping Programme, while continuing to head the Lunar and Planetary Unit at Lancaster until retirement. Dr. Fielder has authored several books, and presented many BBC and ITA television news programmes, as well as popular programmes with Sir Patrick Moore (on the BBC’s "The Sky at Night") and, on the occasion of the first landing of astronauts on the Moon, with David Frost as Chairman in a special programme.
Secular Cycles
by Peter Turchin Sergey A. NefedovMany historical processes exhibit recurrent patterns of change. Century-long periods of population expansion come before long periods of stagnation and decline; the dynamics of prices mirror population oscillations; and states go through strong expansionist phases followed by periods of state failure, endemic sociopolitical instability, and territorial loss. Peter Turchin and Sergey Nefedov explore the dynamics and causal connections between such demographic, economic, and political variables in agrarian societies and offer detailed explanations for these long-term oscillations--what the authors call secular cycles. Secular Cycles elaborates and expands upon the demographic-structural theory first advanced by Jack Goldstone, which provides an explanation of long-term oscillations. This book tests that theory's specific and quantitative predictions by tracing the dynamics of population numbers, prices and real wages, elite numbers and incomes, state finances, and sociopolitical instability. Turchin and Nefedov study societies in England, France, and Russia during the medieval and early modern periods, and look back at the Roman Republic and Empire. Incorporating theoretical and quantitative history, the authors examine a specific model of historical change and, more generally, investigate the utility of the dynamical systems approach in historical applications. An indispensable and groundbreaking resource for a wide variety of social scientists, Secular Cycles will interest practitioners of economic history, historical sociology, complexity studies, and demography.
Secure Networked Inference with Unreliable Data Sources
by Aditya Vempaty Bhavya Kailkhura Pramod K. VarshneyThe book presents theory and algorithms for secure networked inference in the presence of Byzantines. It derives fundamental limits of networked inference in the presence of Byzantine data and designs robust strategies to ensure reliable performance for several practical network architectures. In particular, it addresses inference (or learning) processes such as detection, estimation or classification, and parallel, hierarchical, and fully decentralized (peer-to-peer) system architectures. Furthermore, it discusses a number of new directions and heuristics to tackle the problem of design complexity in these practical network architectures for inference.
Security Framework and Defense Mechanisms for IoT Reactive Jamming Attacks (Studies in Systems, Decision and Control #548)
by Alvaro Rocha Fadele Ayotunde AlabaThis book digs into the important confluence of cybersecurity and big data, providing insights into the ever-changing environment of cyber threats and solutions to protect these enormous databases. In the modern digital era, large amounts of data have evolved into the vital organs of businesses, providing the impetus for decision-making, creativity, and a competitive edge. Cyberattacks pose a persistent danger to this important resource since they can result in data breaches, financial losses, and harm to an organization's brand. Features of particular interest include: a. Understanding the Threat Landscape: The book gives a complete review of the many different types of cyber threats that target big data, including data breaches, ransomware attacks, and insider threats. b. Analysing Real-World Case Studies: The purpose of this section is to provide the reader with useful insights into the strategies, methods, and processes that cyber adversaries use via the in-depth examination of real-world assaults on big data. c. Strategies for Risk Mitigation: This book provides a comprehensive and actionable approach to reducing the dangers of cyberattacks on large amounts of data. It encompasses a broad variety of tactics, including network protection, encoding, and access restrictions d. Emerging Technologies: This section introduces readers to cutting-edge technologies and best practices for securing large data. e. Compliance with Regulations: The book examines the regulatory environment that governs data protection and privacy, including the General Data Protection Regulation (GDPR), the California Consumer Privacy Act (CCPA), and industry-specific requirements. f. Trends of the Future: This book covers current trends and issues in cybersecurity and gives forward-looking views into the future of big data security. This is done in recognition that the cybersecurity environment is always shifting and developing. g. Contributors of Expertise: The book includes contributions from industry practitioners, data scientists, and cybersecurity specialists who have hands-on experience defending large data settings.