social network analysis and text mining for big data andrea fronzetti colladon roberto vestrelli

Social Network Analysis and Text Mining for Big Data presents cutting-edge methods and tools that bridge the gap between text mining and social network analysis research while also providing new insights for analyzing (big) textual and network data. These tools are designed to cater to the needs of both business analysts and researchers to facilitate the creation of groundbreaking analytics.Beginning with clear definitions of social network analysis and text mining, this book benefits from a thoughtfully curated selection of methods and tools, drawn from the authorsÂ’ extensive research in the field. The focus then shifts to demonstrate how the interplay between words and networks can unlock the full potential of big data analytics. A centerpiece of the book is the Semantic Brand Score (SBS), a versatile and powerful metric for assessing brand importance through text analysis. All of the above is corroborated and illustrated with practical applications and case studies showing the value of these analytics in supporting change and improved managerial decisions. It also introduces a specialized software tool which enables users to perform the analyses detailed in the text.This book is a must-read for business leaders, marketing professionals, policymakers, researchers, and university students. It offers practical insights and ... Unknown localization key: "more"

Objev podobné jako Social Network Analysis and Text Mining for Big Data - Andrea Fronzetti Colladon, Roberto Vestrelli

Incorporating the most important and cutting-edge developments in the field, this bestselling text introduces newcomers to the key theories and techniques of social network analysis and guides more experienced analysts in their own research.New to This Edition: A chapter on data collection, covering a crucial phase of the research process Fully updated examples reiterate the continued importance of social network analysis in an increasingly interconnected world Detailed ‘Further Reading’ sections help you explore the wider literature Practical exercises including real-world examples of social networks enable you to apply your learningExpanded and brought right up-to-date, this classic text remains the indispensable guide to social network analysis for students, lecturers and researchers throughout the social sciences.

Objev podobné jako Social Network Analysis - John Scott

Social Network Theory and Educational Change offers a provocative and fascinating exploration of how social networks in schools can impede or facilitate the work of education reform. Drawing on the work of leading scholars, the book comprises a series of studies examining networks among teachers and school leaders, contrasting formal and informal organizational structures, and exploring the mechanisms by which ideas, information, and influence flow from person to person and group to group. The case studies provided in the book reflect a rich variety of approaches and methodologies, showcasing the range and power of this dynamic new mode of analysis. An introductory chapter places social network theory in context and explains the basic tools and concepts, while a concluding chapter points toward new directions in the field. Taken together, they make a powerful statement: that the success or failure of education reform ultimately is not solely the result of technical plans and blueprints, but of the relational ties that support or constrain the pace, depth, and direction of change. This unique volume provides an invaluable introduction to an emerging and increasingly important field of education research.

Objev podobné jako Social Network Theory and Educational Change

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Does the subject of data analysis make you dizzy? This book features introduction to exploratory data analysis, the lowdown on collecting, cleaning, and organizing data, everything you need to know about interpreting data using common software and programming languages. It helps you to identify valid, useful, and understandable patterns in data.

Objev podobné jako Statistics for Big Data For Dummies - Alan Anderson

Gathering Social Network Data provides an important complement to existing books that focus on social network analysis, and offers more detailed coverage than is available in existing chapter-length treatments. In a single centralized source, author jimi adams provides: (1) a broad overview of the unique set of general principles underlying network data collection, and (2) guidance on many particular details needed for the application of these principles to particular research questions. As well as chapters on data collection methods, the book includes a chapter on data quality, and another on ethical considerations.

Objev podobné jako Gathering Social Network Data - jimi adams

New York Times bestselling creators author Andrea Beaty and illustrator David Roberts present an illustrated activity book starring their beloved engineer in Rosie Revere’s Big Project Book for Bold Engineers.Watch Rosie Revere in the Netflix television series Ada Twist, Scientist! With more than 40 things to invent, draw, and make, featuring art from the beloved New York Times bestselling picture book Rosie Revere, Engineer, this activity book contains kid-friendly projects of all kinds and is the perfect gift for curious young readers! Soon enough children will be engineering whizzes just like Rosie, and along the way she’ll reassure them that failure, flops, mess-ups, and cross-outs are part of the process. Do you like to make things? Dream up gadgets to improve your life and the lives of others? Then you are ready to join Rosie Revere and become a great engineer! Build a solar ovenMake a simple catapultDesign a better bicycleCollect “engineer’s treasure”And much more! Engineering is persevering, and this book is the perfect place for trying out, crossing out, and trying again. There is no better way to introduce would-be engineers to science and engineering than with their new best friend, Rosie. It’s fun for them and a great ... Unknown localization key: "more"

Objev podobné jako Rosie Revere's Big Project Book for Bold Engineers - Andrea Beaty

Essential study guides for the future linguist. Text Analysis and Representation is a general introduction to the methods and principles behind English linguistics study, suitable for students at advanced level and beyond. Written with input from the Cambridge English Corpus, it looks at the way meaning is made using authentic written and spoken examples. This helps students give confident analysis and articulate responses. Using short activities to help explain analysis methods, this book guides students through major modern issues and concepts. It summarises key concerns and modern findings, while providing inspiration for language investigations and non-examined assessments (NEAs) with research suggestions.

Objev podobné jako Cambridge Topics in English Language Text Analysis and Representation - Ian Cushing

Developed in cooperation with the International Baccalaureate®Enable students to construct, communicate and justify correct mathematical arguments with a range of activities and examples of maths in the real world.- Engage and excite students with examples and photos of maths in the real world, plus inquisitive starter activities to encourage their problem-solving skills- Build mathematical thinking with our new toolkit feature of questions, investigations and activities- Develop understanding with key concepts and applications integrated throughout, along with TOK links for every topic- Prepare your students for assessment with worked examples, and extended essay support- Check understanding with review exercise at the end of the coursebookFollows the new 2019 IB Guide for Mathematics: analysis and approaches Higher LevelAvailable in the seriesMathematics for the IB Diploma: Analysis and approaches SLStudent Book ISBN: 9781510462359Student Book Boost eBook ISBN: 9781398334304Exam Practice Workbook Mathematics for the IB Diploma: Analysis and approaches SL 9781398321182Exam Practice Workbook Mathematics for the IB Diploma: Analysis and approaches SL Boost eBook 9781398342316Mathematics for the IB Diploma: Analysis and approaches HLStudent Book ISBN: 9781510462366Student Book Boost eBook ISBN: 9781398334311Exam Practice Workbook Mathematics for the IB Diploma: Analysis and approaches HL 9781398321878Exam Practice Workbook Mathematics for the IB Diploma: Analysis and approaches HL ... Unknown localization key: "more"

Objev podobné jako Mathematics for the IB Diploma: Analysis and approaches HL - Fannon Paul, Ben Woolley, Vesna Kadelburg, Stephen Ward, Huw Jones

Developed in cooperation with the International Baccalaureate®Enable students to construct, communicate and justify correct mathematical arguments, with a range of activities and examples of maths in the real world.- Engage and excite students with examples and photos of maths in the real world, plus inquisitive starter activities to encourage their problem-solving skills- Build mathematical thinking with our ''Toolkit'' and mathematical exploration chapter, along with our new toolkit feature of questions, investigations and activities- Develop understanding with key concepts and applications integrated throughout, along with TOK links for every topic- Prepare your students for assessment with worked examples, and extended essay support- Check understanding with review exercise midway and at the end of the coursebookFollows the new 2019 IB Guide for Mathematics: analysis and approaches Standard LevelAvailable in the seriesMathematics for the IB Diploma: Analysis and approaches SLStudent Book ISBN: 9781510462359Student Book Boost eBook ISBN: 9781398334304Exam Practice Workbook Mathematics for the IB Diploma: Analysis and approaches SL 9781398321182Exam Practice Workbook Mathematics for the IB Diploma: Analysis and approaches SL Boost eBook 9781398342316Mathematics for the IB Diploma: Analysis and approaches HLStudent Book ISBN: 9781510462366Student Book Boost eBook ISBN: 9781398334311Exam Practice Workbook Mathematics for the IB Diploma: Analysis and approaches HL 9781398321878Exam Practice ... Unknown localization key: "more"

Objev podobné jako Mathematics for the IB Diploma: Analysis and approaches SL - Fannon Paul, Ben Woolley, Vesna Kadelburg, Stephen Ward, Huw Jones

Master business modeling and analysis techniques with Microsoft Excel and transform data into bottom-line results. Award-winning educator Wayne Winston''s hands-on, scenario-focused guide helps you use today''s Excel to ask the right questions and get accurate, actionable answers. More extensively updated than any previous edition, new coverage ranges from one-click data analysis to STOCKHISTORY, dynamic arrays to Power Query, and includes six new chapters. Practice with over 900 problems, many based on real challenges faced by working analysts. Solve real problems with Microsoft Excel—and build your competitive advantage Quickly transition from Excel basics to sophisticated analytics Use recent Power Query enhancements to connect, combine, and transform data sources more effectively Use the LAMBDA and LAMBDA helper functions to create Custom Functions without VBA Use New Data Types to import data including stock prices, weather, information on geographic areas, universities, movies, and music Build more sophisticated and compelling charts Use the new XLOOKUP function to revolutionize your lookup formulas Master new Dynamic Array formulas that allow you to sort and filter data with formulas and find all UNIQUE entries Illuminate insights from geographic and temporal data with 3D Maps Improve decision-making with probability, Bayes'' theorem, and Monte Carlo simulation and scenarios Use ... Unknown localization key: "more"

Objev podobné jako Microsoft Excel Data Analysis and Business Modeling (Office 2021 and Microsoft 365) - Wayne Winston

With the advent of such advanced technologies as cloud computing, the Internet of Things, the Medical Internet of Things, the Industry Internet of Things and sensor networks as well as the exponential growth in the usage of Internet-based and social media platforms, there are enormous oceans of data. These huge volumes of data can be used for effective decision making and improved performance if analyzed properly. Due to its inherent characteristics, big data is very complex and cannot be handled and processed by traditional database management approaches. There is a need for sophisticated approaches, tools and technologies that can be used to store, manage and analyze these enormous amounts of data to make the best use of them.Big Data Concepts, Technologies, and Applications covers the concepts, technologies, and applications of big data analytics. Presenting the state-of-the-art technologies in use for big data analytics. it provides an in-depth discussion about the important sectors where big data analytics has proven to be very effective in improving performance and helping industries to remain competitive. This book provides insight into the novel areas of big data analytics and the research directions for the scholars working in the domain. Highlights include:The advantages, disadvantages and challenges ... Unknown localization key: "more"

Objev podobné jako Big Data Concepts, Technologies, and Applications - Mohammad Shahid Husain, Tamanna Siddiqui, Mohammad Zunnun Khan

Untangle the steps to mine crypto, including new coins and services The cryptocurrency market moves quickly and miners and investors need the latest information to stay ahead of the game. This edition of Cryptocurrency Mining For Dummies has the insight you need to get started with mining. You'll learn what goes into building a mining rig that can complete cryptocurrency transactions and reap the rewards in the form of new coin. You also discover how to join existing mining programs. Whatever your crypto goals, Dummies will make it easy for you to understand, engage in, and invest in mining. You'll even get an up-to-date primer on the evolving legal situation and an idea of what to expect in the future of crypto. Understand the basics of mining cryptocurrency and get started with your own mining operationExplore the latest cryptocurrencies and mining services so you can mine your own or invest wiselyGet involved in crypto mining with the hardware you already have, or build a new, powerful mining machineBecome an expert on the latest mining trends so you can identify new ways to profit in the crypto space With this book, you've got insider advice on choosing which cryptos to mine, ... Unknown localization key: "more"

Objev podobné jako Cryptocurrency Mining For Dummies - Peter Kent, Tyler Bain

This unique textbook provides an introduction to statistical inference with network data. The authors present a self-contained derivation and mathematical formulation of methods, review examples, and real-world applications, as well as provide data and code in the R environment that can be customised. Inferential network analysis transcends fields, and examples from across the social sciences are discussed (from management to electoral politics), which can be adapted and applied to a panorama of research. From scholars to undergraduates, spanning the social, mathematical, computational and physical sciences, readers will be introduced to inferential network models and their extensions. The exponential random graph model and latent space network model are paid particular attention and, fundamentally, the reader is given the tools to independently conduct their own analyses.

Objev podobné jako Inferential Network Analysis - Bruce A. Desmarais, Skyler J. Cranmer, Jason W. Morgan

The correct design, analysis and interpretation of plant science experiments is imperative for continued improvements in agricultural production worldwide. The enormous number of design and analysis options available for correctly implementing, analysing and interpreting research can be overwhelming. SAS® is the most widely used statistical software in the world and SAS® OnDemand for Academics is now freely available for academic institutions.This is a user-friendly guide to statistics using SAS® OnDemand for Academics, ideal for facilitating the design and analysis of plant science experiments. It presents the most frequently used statistical methods in an easy-to-follow and non-intimidating fashion, and teaches the appropriate use of SAS® within the context of plant science research. This book:- Covers experimental designs and data analysis protocols- Is presented as a how-to guide with many examples- Includes freely downloadable data sets- Examines key topics such as merging data frames, multivariate analysis and linear regressionAuthored by an experienced teacher of applied plant science statistics, this book assumes no prior background in statistics and guides users through the appropriate methodologies in research. It is an invaluable tool for advanced undergraduate and graduate students, in addition to researchers, extension consultants, faculty and technicians.

Objev podobné jako Applied Plant Science Experimental Design and Statistical Analysis Using SAS® OnDemand for Academics - Associate Professor Edward Durner

The 3rd edition of this popular and authoritative text on Bayesian modeling and inference for spatial and spatial-temporal data presents a comprehensive presents a comprehensive and up-to-date treatment of hierarchical and multilevel modeling for spatial and spatio-temporal data within a Bayesian framework.

Objev podobné jako Hierarchical Modeling and Analysis for Spatial Data - Alan E. Gelfand, Sudipto Banerjee, Bradley P. Carlin

Unlock the power of automated network testing with the Cisco pyATS framework. Written by industry experts John Capobianco and Dan Wade, Cisco pyATS—Network Test and Automation Solution is a comprehensive guide to the Cisco pyATS framework, a Python-based environment for network testing, device configuration, parsing, APIs, and parallel programming. Capobianco and Wade offer in-depth insights into the extensive capabilities of pyATS and the pyATS library (Genie). You''ll learn how to leverage pyATS for network testing, including software version testing, interface testing, neighbor testing, and reachability testing. You''ll discover how to generate intent-based configurations, create mock devices, and integrate pyATS into larger workflows using CI/CD pipelines and artificial intelligence. You''ll explore the pyATS Blitz feature, which introduces a low-code no-code approach to network testing by allowing you to configure devices and write test cases using YAML, much like Ansible. And you''ll learn how to reset devices during or after testing with the pyATS Clean feature, build a pyATS image from scratch for containerized application deployment, and much more. Whether you''re a network professional, software developer, or preparing for the Cisco DevNet Expert Lab exam, this book is a must-have resource. Understand the foundations of NetDevOps and the modern network engineer''s toolkit ... Unknown localization key: "more"

Objev podobné jako Cisco pyATS — Network Test and Automation Solution - Dan Wade, John Capobianco

All you need to know about defending networks, in one book Clearly explains concepts, terminology, challenges, tools, and skills Covers key security standards and models for business and government The perfect introduction for all network/computer security professionals and students Welcome to today''s most useful and practical introduction to defending modern networks. Drawing on decades of experience, Chuck Easttom brings together updated coverage of all the concepts, terminology, techniques, and solutions you''ll need to be effective. Easttom thoroughly introduces the core technologies of modern network security, including firewalls, intrusion-detection systems, and VPNs. Next, he shows how encryption can be used to safeguard data as it moves across networks. You''ll learn how to harden operating systems, defend against malware and network attacks, establish robust security policies, and assess network security using industry-leading standards and models. You''ll also find thorough coverage of key issues such as physical security, forensics, and cyberterrorism. Throughout, Easttom blends theory and application, helping you understand both what to do and why. In every chapter, quizzes, exercises, projects, and web resources deepen your understanding and help you use what you''ve learned—in the classroom and in your career. LEARN HOW TO Evaluate key network risks and dangers Choose the right ... Unknown localization key: "more"

Objev podobné jako Network Defense and Countermeasures

The papers in this volume analyze the deployment of Big Data to solve both existing and novel challenges in economic measurement. The existing infrastructure for the production of key economic statistics relies heavily on data collected through sample surveys and periodic censuses, together with administrative records generated in connection with tax administration. The increasing difficulty of obtaining survey and census responses threatens the viability of existing data collection approaches. The growing availability of new sources of Big Data—such as scanner data on purchases, credit card transaction records, payroll information, and prices of various goods scraped from the websites of online sellers—has changed the data landscape. These new sources of data hold the promise of allowing the statistical agencies to produce more accurate, more disaggregated, and more timely economic data to meet the needs of policymakers and other data users. This volume documents progress made toward that goal and the challenges to be overcome to realize the full potential of Big Data in the production of economic statistics. It describes the deployment of Big Data to solve both existing and novel challenges in economic measurement, and it will be of interest to statistical agency staff, academic researchers, and serious users of ... Unknown localization key: "more"

Objev podobné jako Big Data for Twenty-First-Century Economic Statistics

Exam Board: SQALevel: National 5Subject: EnglishFirst teaching: September 2017First exam: Summer 2018Offer the best possible preparation for National 5 English RUAE. Building students'' confidence in reading unseen texts, this book focuses on the skills required for the exam before progressing to worked examples and full-length practice papers.- Teaches students how to answer every question type effectively and demonstrate their ability to understand ideas, analyse language and structure, and evaluate writers'' techniques- Enables students to put their RUAE skills into practice as they tackle a range of short extracts and questions accompanied by active learning approaches, group work and individual tasks- Tests the skills that students have developed through six full-length passages and practice assessments, with answers and marking guidelines available online at hoddergibson.co.uk/answers-N5-English-RUAE- Provides stretch and challenge opportunities, including extension activities and further reading that will broaden students'' Reading for Understanding, Analysis and Evaluation skills

Objev podobné jako National 5 English: Reading for Understanding, Analysis and Evaluation, Second Edition - Andrew G. Ralston, Nicola Daniel, Mary M. Firth

Syllabus: CfE (Curriculum for Excellence, from Education Scotland) and SQALevel: BGE S1-3: Third & Fourth LevelsSubject: EnglishFocus specifically on RUAE skills at Third and Fourth Levels with this popular book from Jane Cooper, comprising examples, models and active learning tasks, plus 15 practice assessments.Designed for use in BGE (S1-S3), this book helps students to:> Develop their close reading skills> Understand the distinction between key ideas and supporting details> Analyse writers'' language and style via a broad range of text extracts> Learn the key concepts of reading for understanding, analysis and evaluation through examples, models and active learning tasks in Part One of the book> Apply, develop and monitor RUAE skills in Part Two, with 15 practice assessments that gradually increase in difficulty and sample both fiction and non-fiction texts> Prepare for National qualifications as the practice assessments serve as a useful precursor to the style of RUAE assessments at National 5 and beyond

Objev podobné jako Levels 3-4 English: Reading for Understanding, Analysis and Evaluation Skills - Jane Cooper

Exam Board: SQALevel: HigherSubject: EnglishFirst Teaching: September 2014First Exam: June 2015A brand new edition of the former Higher English Close Reading, completely rewritten for the new Higher element - worth 30% of marks in the final exam. Written by two highly experienced authors, this book shows you how to practise for the Reading for Understanding, Analysis and Evaluation section of the CfE Higher English exam. It introduces the terms and concepts that lie behind success and offers guidance on the interpretation of questions and targeting answers.- Acquire and improve the skills needed for success in this area of CfE Higher- Includes questions and passages to reflect the style of assessments in this section of the paper- Revise for the exam using the practice papers and accompanying book of suggested answers

Objev podobné jako Higher English: Reading for Understanding, Analysis and Evaluation - Ann Bridges, Colin Eckford

Syllabus: CfE (Curriculum for Excellence, from Education Scotland) and SQALevel: BGE S1-3: Third & Fourth LevelsSubject: EnglishCapture pupils'' imagination and attention with a rich collection of quality texts, handpicked by Jane Cooper to ensure that pupils want to start reading - and keep reading.Tailored to the interests, motivations and abilities of pupils working towards Second and Third Levels in S1 to S3, this book will help you to close the attainment gap.> Unlock a world of meaning, connection and questioning. Part One teaches the close reading skills that pupils need throughout their lives, with simple explanations, lots of examples and tasks set at three levels - ''Building'', ''Strengthening'' and ''Extending''.> Apply and develop RUAE skills and monitor progress. Part Two contains ten practice assessments that gradually increase in difficulty, with longer passages, more complex language and more challenging questions.> Save time sourcing non-fiction text extracts. Drawing on her long career as an English teacher and author, Jane Cooper has a talent for knowing which topics pupils will find curious or fun - from the world''s cheesiest pizza to a mysterious metal column that appeared in a desert.> Build the foundations for success in National qualifications. With Course Reports showing that ... Unknown localization key: "more"

Objev podobné jako Reading for Understanding, Analysis and Evaluation Skills: Second and Third Levels English - Jane Cooper

This essential new textbook meets the challenges faced by those who work with children in order to provide safe and effective practice. It identifies the ways in which social work and psychology need to work together to achieve this. Misca and Unwin reflect on the need for ''research mindedness'' in social work education, and offer an invaluable critical analysis of current knowledge of child and adolescent psychology theory and research to help inform best social work practice.Whether a student on a qualifying course or an experienced practitioner, this is essential reading for social workers and psychologists working with children and adolescents.

Objev podobné jako Child and Adolescent Psychology for Social Work and Allied Professions - Peter Unwin, Gabriela Misca

The "Analysis and Comparison of Forms and Methods for the Education of Older Adults in the V4 Countries" is based on national studies which are systematically compared in an attempt to address four key themes. First, the authors place the education of older adults in context, along with focusing on political, legal, economic, social and cultural aspects. Second, the publication, which is also dedicated to the working life of older adults and examines the labour market, the issues of discrimination and equal treatment, age management, education and human development in organizations. Third, the system of older adult education is described, including the process of institutionalization, the providers of older adult education, and the content of this education. Fourth, the publication explores the themes of traditional methods, current trends and outlooks for the education of older adults.

Objev podobné jako Analysis and Comparison of Forms and Methods for the Education of Older Adults in the V4 Countries - Renata Kociánová

“This text should be required reading for everyone in contemporary business.” --Peter Woodhull, CEO, Modus21 “The one book that clearly describes and links Big Data concepts to business utility.” --Dr. Christopher Starr, PhD “Simply, this is the best Big Data book on the market!” --Sam Rostam, Cascadian IT Group “...one of the most contemporary approaches I’ve seen to Big Data fundamentals...” --Joshua M. Davis, PhD The Definitive Plain-English Guide to Big Data for Business and Technology Professionals Big Data Fundamentals provides a pragmatic, no-nonsense introduction to Big Data. Best-selling IT author Thomas Erl and his team clearly explain key Big Data concepts, theory and terminology, as well as fundamental technologies and techniques. All coverage is supported with case study examples and numerous simple diagrams. The authors begin by explaining how Big Data can propel an organization forward by solving a spectrum of previously intractable business problems. Next, they demystify key analysis techniques and technologies and show how a Big Data solution environment can be built and integrated to offer competitive advantages. Discovering Big Data’s fundamental concepts and what makes it different from previous forms of data analysis and data science Understanding the business motivations and drivers behind Big Data adoption, ... Unknown localization key: "more"

Objev podobné jako Big Data Fundamentals - Thomas Erl, Paul Buhler, Wajid Khattak

Developed for women with busy schedules, discover a truly achievable daily routine to boost energy and motivation—and make you unstoppable.Feeling frazzled or frustrated? Caught in a feedback loop of scrolling and anxiety? Do you have a sense of longing that’s growing more and more urgent as time passes? What if the way to get unstuck and reshape your life into something more fulfilling is to do . . . less? Celebrity trainer, motivational coach, and founder of Xtend Barre, Andrea Leigh Rogers’ solution is to think small. Her 7 tried-and-true practices—adding up to an easy 30-minute routine spread throughout your day—are proven to improve mobility, strength, emotional resilience, self-esteem, and even help you get the best sleep of your life. An upbeat, often humorous how-to guide backed by modern science, Small Moves, Big Life will help you set consistent habits to transform your life as you: Super-charge your energy for the day through morning breathwork and stretching. Upgrade stamina, strength, and mobility with impactful, easy to schedule mini workouts (and become one of those exercise-every-day people). Achieve healthy, intentional eating with a breakfast routine that transforms your relationship with food. Throw out the endless to-do list and embrace a new ... Unknown localization key: "more"

Objev podobné jako Small Moves, Big Life - Andrea Leigh Rogers

Increasing demand on improving the resiliency of modern structures and infrastructure requires ever more critical and complex designs. Therefore, the need for accurate and efficient approaches to assess uncertainties in loads, geometry, material properties, manufacturing processes, and operational environments has increased significantly. Reliability-based techniques help develop more accurate initial guidance for robust design and help to identify the sources of significant uncertainty in structural systems. Reliability-Based Analysis and Design of Structures and Infrastructure presents an overview of the methods of classical reliability analysis and design most associated with structural reliability. It also introduces more modern methods and advancements, and emphasizes the most useful methods and techniques used in reliability and risk studies, while elaborating their practical applications and limitations rather than detailed derivations.Features:Provides a practical and comprehensive overview of reliability and risk analysis and design techniques.Introduces resilient and smart structures/infrastructure that will lead to more reliable and sustainable societies.Considers loss elimination, risk management and life-cycle asset management as related to infrastructure projects.Introduces probability theory, statistical methods, and reliability analysis methods.Reliability-Based Analysis and Design of Structures and Infrastructure is suitable for researchers and practicing engineers, as well as upper-level students taking related courses in structural reliability analysis and design.　

Objev podobné jako Reliability-Based Analysis and Design of Structures and Infrastructure

The book presents an in-depth and theoretically-grounded analysis of urban gardening practices (re)emerging worldwide as new forms of bottom-up socio-political participation. By complementing the scholarly perspectives through posing real cases, it focuses on how these practices are able to address – together with environmental and planning questions – the most fundamental issues of spatial justice, social cohesion, inclusiveness, social innovations and equity in cities. Through a critical exploration of international case studies, this collection investigates whether, and how, gardeners are willing and able to contrast urban spatial arrangements that produce peculiar forms of social organisation and structures for inclusion and exclusion, by considering pervasive inequalities in the access to space, natural resources and services, as well as considerable disparities in living conditions.This book is relevant to United Nations Sustainable Development Goal 16, Peace, justice and strong institutions

Objev podobné jako Urban Gardening and the Struggle for Social and Spatial Justice

Kniha - anglicky, Brožovaná bez přebalu matná - anglicky, brožovaná bez přebalu matná Data Scientist Cathy O'Neil exposes the black box models that score teachers and students, sort resumes, grant loans and more. These systems reinforce discrimination by propping up the lucky and punishing the downtrodden. WEAPONS OF MATH DESTRUCTION empowers us to ask the tough questions, uncover the truth about the dark side of Big Data and demand change.

Objev podobné jako Weapons of Math Destruction: How Big Data Increases Inequality and Threatens Democracy (0553418831)

Everything students need to know to succeed on the Critical Analysis and Reasoning Skills section of the MCAT exam (Medical College Admission Test)—including 3 full-length practice tests.With in-depth coverage of necessary critical analysis and reasoning skills, The Princeton Review MCAT Critical Analysis and Reasoning Skills Review helps you practice your way to excellence, featuring everything you need for a high score:Thorough content review for CARS topicsA fundamental 6-step approach to tackling any passage, including an annotated model to demonstrate this process3 full-length online practice tests with detailed answer explanations and score reportsTest-taking strategies geared toward CARS masteryBulleted chapter summaries for quick reviewEnd-of-chapter drills and explanations, plus MCAT®-style passages and questions3 passage-based exercises for practice with logical structuringThe Princeton Review MCAT Critical Analysis and Reasoning Skills Review covers:Critical Reasoning Skills DevelopmentActive ReadingPassage Annotating and MappingQuestion Types and FormatsProcess of Elimination and AttractorsRanking and Ordering PassagesStrategy and TacticsMental Preparation

Objev podobné jako Princeton Review MCAT Critical Analysis and Reasoning Skills Review, 4th Edition - Princeton Review

This textbook introduces readers to real analysis in one and n dimensions. It is divided into two parts: Part I explores real analysis in one variable, starting with key concepts such as the construction of the real number system, metric spaces, and real sequences and series. In turn, Part II addresses the multi-variable aspects of real analysis. Further, the book presents detailed, rigorous proofs of the implicit theorem for the vectorial case by applying the Banach fixed-point theorem and the differential forms concept to surfaces in Rn. It also provides a brief introduction to Riemannian geometry. With its rigorous, elegant proofs, this self-contained work is easy to read, making it suitable for undergraduate and beginning graduate students seeking a deeper understanding of real analysis and applications, and for all those looking for a well-founded, detailed approach to real analysis.

Objev podobné jako Real Analysis and Applications - Fabio Silva Botelho

Siobhan and Rob have been writing popular straightforward practical guides to social work theory for over 15 years. Previously there were two editions of this book, one for practice educators / supervisors and one for students. This all new fourth edition brings together the two versions, providing practical guidance on the use of theory for everyone involved in social work.This new edition explores the nature of social work theory as an ‘umbrella term’ in social work, clarifying the difference between theories, models, methods and approaches. The 8 sections and 56 chapters offer a clear explanation of the major theories used within social work. Ideas about application to practice and suggestions for developing theory informed practice are included throughout.This edition provides a space to explore longstanding traditional theories in social work, alongside inviting readers to consider the way that practice has changed in recent years and how contemporary theory might address this. Uniquely, this book also provides a space for new ideas and developing models to be shared within the profession. Theory must be rooted in practice to be useable in practice and this book helps us to reflect on the way that our understanding and use of theory needs to ... Unknown localization key: "more"

Objev podobné jako Social Work Theory and Practice - Rob Harrison, Siobhan Maclean

The ebook edition of this title is Open Access and freely available to read online. Presenting theoretical pieces and case studies from Malta and Australia alongside applied social theory, Denise Mifsud unravels the conceptual confusion around the terms social justice, equity, and inclusion in relation to schooling.

Objev podobné jako Schooling for Social Justice, Equity and Inclusion - Denise Mifsud

Stochastic Modelling of Big Data in Finance provides a rigorous overview and exploration of stochastic modelling of big data in finance (BDF). The book describes various stochastic models, including multivariate models, to deal with big data in finance. This includes data in high-frequency and algorithmic trading, specifically in limit order books (LOB), and shows how those models can be applied to different datasets to describe the dynamics of LOB, and to figure out which model is the best with respect to a specific data set. The results of the book may be used to also solve acquisition, liquidation and market making problems, and other optimization problems in finance.FeaturesSelf-contained book suitable for graduate students and post-doctoral fellows in financial mathematics and data science, as well as for practitioners working in the financial industry who deal with big dataAll results are presented visually to aid in understanding of conceptsDr. Anatoliy Swishchuk is a Professor in Mathematical Finance at the Department of Mathematics and Statistics, University of Calgary, Calgary, AB, Canada. He got his B.Sc. and M.Sc. degrees from Kyiv State University, Kyiv, Ukraine. He earned two doctorate degrees in Mathematics and Physics (PhD and DSc) from the prestigious National Academy of Sciences ... Unknown localization key: "more"

Objev podobné jako Stochastic Modelling of Big Data in Finance - Anatoliy Swishchuk

This two-volume text provides a complete overview of the theory of Banach spaces, emphasising its interplay with classical and harmonic analysis (particularly Sidon sets) and probability. The authors give a full exposition of all results, as well as numerous exercises and comments to complement the text and aid graduate students in functional analysis. The book will also be an invaluable reference volume for researchers in analysis. Volume 1 covers the basics of Banach space theory, operatory theory in Banach spaces, harmonic analysis and probability. The authors also provide an annex devoted to compact Abelian groups. Volume 2 focuses on applications of the tools presented in the first volume, including Dvoretzky''s theorem, spaces without the approximation property, Gaussian processes, and more. Four leading experts also provide surveys outlining major developments in the field since the publication of the original French edition.

Objev podobné jako Introduction to Banach Spaces: Analysis and Probability - Daniel Li, Herve Queffelec

As data continues to grow exponentially, knowledge of data science and machine learning has become more crucial than ever. Machine learning has grown exponentially; however, the abundance of resources can be overwhelming, making it challenging for new learners. This book aims to address this disparity and cater to learners from various non-technical fields, enabling them to utilize machine learning effectively.Adopting a hands-on approach, readers are guided through practical implementations using real datasets and SAS Enterprise Miner, a user-friendly data mining software that requires no programming. Throughout the chapters, two large datasets are used consistently, allowing readers to practice all stages of the data mining process within a cohesive project framework. This book also provides specific guidelines and examples on presenting data mining results and reports, enhancing effective communication with stakeholders.Designed as a guiding companion for both beginners and experienced practitioners, this book targets a wide audience, including students, lecturers, researchers, and industry professionals from various backgrounds.

Objev podobné jako Data Science and Machine Learning for Non-Programmers - Dothang Truong

This revised and updated textbook applies a critical and practical lens to the world of social media analytics. Author Jeremy Harris Lipschultz explores the foundations of digital data, strategic tools, and best practices in an accessible volume for students and practitioners of social media communication.This second edition expands upon entrepreneurship, marketing, and technological principles, demonstrating how raising awareness, sparking engagement, and producing business outcomes all require emphasis on customers, employees, and other stakeholders within paid, earned, social, and owned media. It also looks to the future, examining how the movement toward artificial intelligence and machine learning raises new legal and ethical issues in effective management of social media data. Additionally, the book offers a solid grounding in the principles of social media measurement itself, teaching the strategies and techniques that enable effective analysis. It features theoretical and practical advice, a comprehensive glossary of key terms, and case studies from academic and industry thought leaders.A perfect primer for this developing industry, this book is ideal for students, scholars, and practitioners of digital media seeking to hone their skills and expand their bank of new tools and resources.

Objev podobné jako Social Media Measurement and Management - Jeremy Harris Lipschultz

This book systematically introduces the theory of nonlinear analysis, providing an overview of topics such as geometry of Banach spaces, differential calculus in Banach spaces, monotone operators, and fixed point theorems. It also discusses degree theory, nonlinear matrix equations, control theory, differential and integral equations, and inclusions. The book presents surjectivity theorems, variational inequalities, stochastic game theory and mathematical biology, along with a large number of applications of these theories in various other disciplines. Nonlinear analysis is characterised by its applications in numerous interdisciplinary fields, ranging from engineering to space science, hydromechanics to astrophysics, chemistry to biology, theoretical mechanics to biomechanics and economics to stochastic game theory. Organised into ten chapters, the book shows the elegance of the subject and its deep-rooted concepts and techniques, which provide the tools for developing more realistic and accurate models for a variety of phenomena encountered in diverse applied fields. It is intended for graduate and undergraduate students of mathematics and engineering who are familiar with discrete mathematical structures, differential and integral equations, operator theory, measure theory, Banach and Hilbert spaces, locally convex topological vector spaces, and linear functional analysis.

Objev podobné jako An Introduction to Nonlinear Analysis and Fixed Point Theory - Hemant Kumar Pathak

"Dove and Honigsfeld′s new book arrives at the perfect time as an increasing number of schools move to a collaborative instructional model and are searching for guidance. The authors not only tell us how to effectively collaborate and co-teach to benefit English learners, they actually show us what each component of the collaborative instructional cycle looks and feels like, complemented by innovative video and web content." —DIANE STAEHR FENNER, Coauthor of Unlocking ELs’ Potential and President of SupportEd Because teacher collaboration isn’t an option, it’s a MUST! The proof is borne out by any assessment: our non-native speakers learn faster and achieve more when general ed teachers and EL specialists co-plan and co-deliver instruction in the very same classroom. That’s why you’ll want to put Co-Teaching for English Learners at the top of your reading list. Step by step, EL authorities Maria Dove and Andrea Honigsfeld walk you through the entire collaborative instruction cycle, along with seven potential classroom configurations from which to choose. Whether you’re new to co-teaching or just see room for improvement in your practice, this practical handbook delivers every technique and tool you need to make the most of your collaboration, including video footage of co-teaching ... Unknown localization key: "more"

Objev podobné jako Co-Teaching for English Learners - Andrea Honigsfeld, Maria G. Dove

Dive into the heart of social work in this pioneering A-Z reference guide which brings theory to life through the lived experience of social workers. Drawing on narrative accounts from a thriving community of practice, this justice-driven book offers authentic and intimate outlooks on the realities of social work.Each chapter focuses on one aspect of practice and is supplemented with a diverse tapestry of professional voices at various stages of their career. Each contribution offers a unique perspective, including insight from professionals who have first-hand experience of social work interventions. Examples of practice are from across the age range, from the experience of supporting a young person to move from a children''s residential home into their first flat through to ensuring that an older person living in a care home carries on voting.Real-life cases are paired with critical reflections, learning points, and relevant case law. This combined approach allows for wisdom in practice as well as legal literacy within a person-centred, relational framework. Brought up to date with a splash of punk philosophy, bringing optimism to the social work struggle for those whose rights need support to be upheld and for their voices to be heard.In revealing the profound relationship ... Unknown localization key: "more"

Objev podobné jako The Social Work, Cats and Rocket Science Guide to Rights-Based Practice - Various authors

Optimal Mean Reversion Trading: Mathematical Analysis and Practical Applications provides a systematic study to the practical problem of optimal trading in the presence of mean-reverting price dynamics. It is self-contained and organized in its presentation, and provides rigorous mathematical analysis as well as computational methods for trading ETFs, options, futures on commodities or volatility indices, and credit risk derivatives.This book offers a unique financial engineering approach that combines novel analytical methodologies and applications to a wide array of real-world examples. It extracts the mathematical problems from various trading approaches and scenarios, but also addresses the practical aspects of trading problems, such as model estimation, risk premium, risk constraints, and transaction costs. The explanations in the book are detailed enough to capture the interest of the curious student or researcher, and complete enough to give the necessary background material for further exploration into the subject and related literature.This book will be a useful tool for anyone interested in financial engineering, particularly algorithmic trading and commodity trading, and would like to understand the mathematically optimal strategies in different market environments.

Objev podobné jako Optimal Mean Reversion Trading: Mathematical Analysis And Practical Applications - Cunxin Li, Tim Siu-tang Leung

Genetics: Analysis and Principles is a one-semester, introductory genetics textbook that takes an experimental approach to understanding genetics. By weaving one or two experiments into the narrative of each chapter, students can simultaneously explore the scientific method and understand the genetic principles that have been learned from these experiments. The pedagogy of Genetics: Analysis and Principles has been designed to foster student learning. Instead of being a collection of facts and figures, this text is intended to be an engaging and motivating textbook in which formative assessment allows students to move ahead and learn the material in a productive way.

Objev podobné jako Genetics: Analysis and Principles ISE - Robert Brooker, Robert Brooker DO NOT USE

This practical textbook offers a hands-on introduction to big data analytics, helping you to develop the skills required to hit the ground running as a data professional. It complements theoretical foundations with an emphasis on the application of big data analytics, illustrated by real-life examples and datasets. Containing comprehensive coverage of all the key topics in this area, this book uses open-source technologies and examples in Python and Apache Spark. Learning features include:  - Ethics by Design encourages you to consider data ethics at every stage.  - Industry Insights facilitate a deeper understanding of the link between what you are studying and how it is applied in industry.  - Datasets, questions, and exercises give you the opportunity to apply your learning. Dr Funmi Obembe is the Head of Technology at the Faculty of Arts, Science and Technology, University of Northampton. Dr Ofer Engel is a Data Scientist at the University of Groningen.

Objev podobné jako A Hands-on Introduction to Big Data Analytics - Funmi Obembe, Ofer Engel

An explanation of network theory's (the study of the way elements in a network interact) application to film and how it explicates Robert Altman’s Nashville (1975).

Objev podobné jako Network Theory and Nashville - Zachary Tavlin

Adding It Up explores how students in pre-K through 8th grade learn mathematics and recommends how teaching, curricula, and teacher education should change to improve mathematics learning during these critical years. The committee identifies five interdependent components of mathematical proficiency and describes how students develop this proficiency. With examples and illustrations, the book presents a portrait of mathematics learning:Research findings on what children know about numbers by the time they arrive in pre-K and the implications for mathematics instruction. Details on the processes by which students acquire mathematical proficiency with whole numbers, rational numbers, and integers, as well as beginning algebra, geometry, measurement, and probability and statistics. The committee discusses what is known from research about teaching for mathematics proficiency, focusing on the interactions between teachers and students around educational materials and how teachers develop proficiency in teaching mathematics.

Objev podobné jako Adding It Up - National Research Council, Division of Behavioral and Social Sciences and Education, Center for Education, Mathematics Learning Study C

In recent years, UN agencies, global tech corporations, states and humanitarian NGOs have invested in advanced technologies from smart borders to digital identities to manage migratory movements. These are surveillance technologies that have intensified the militarization of borders and became a testing ground for surveillance capitalism. This book shows how these technologies reproduce structural inequalities and discriminative policies. Korkmaz reveals the way in which they grant extensive powers to states and big tech corporations to control communities. Unpacking the effects of surveillance capitalism on vulnerable populations, this is a much-needed intervention that will be of interest to readers in a range of fields.

Objev podobné jako Smart Borders, Digital Identity and Big Data - Emre Eren Korkmaz

Marine recreational fishing is a popular activity enjoyed by more than 9 million Americans annually and is a driver of the American ocean-or blue-economy. To ensure that fish populations are not overexploited, the NOAA Fisheries' Marine Recreational Information Program (MRIP) monitors recreational catch through a variety of in-person, telephone, mail-in, and other surveys. NOAA Fisheries' management of recreational catch also must take into account annual catch limits (ACLs) established to prevent overfishing for all managed species in federal waters. While MRIP has worked to improve recreational catch surveys over the past decade, the surveys were never designed to meet the demands of in-season management of ACLs. In some cases, estimates of harvest have triggered accountability measures such as early season closures and reductions in future recreational ACLs, which have been a source of contention with the recreational fishing community. This report presents approaches for optimizing MRIP data and complementary data for in-season management and considers alternatives for managing recreational fisheries with ACLs to better serve both social and economic management objectives.

Objev podobné jako Data and Management Strategies for Recreational Fisheries with Annual Catch Limits - Engineering, and Medicine National Academies of Sciences, Divisio

This book examines the influence of key films on public understanding of big data and the algorithmic systems that structure our digitally mediated lives.From star-powered blockbusters to civic-minded documentaries positioned to facilitate weighty debates about artificial intelligence, these texts frame our discourse and mediate our relationship to technology. Above all, they impact society’s abilities to regulate AI and navigate big tech’s political and economic maneuvers to achieve market dominance and regulatory capture. Foregrounding data politics with close readings of key films like Moneyball, Minority Report, The Social Dilemma, and Coded Bias, Gerald Sim reveals compelling ways in which films and tech industry–adjacent media define apprehension of AI. With the mid-2010s techlash in danger of fizzling out, Screening Big Data explores the relationship between this resistance and cultural infrastructure while highlighting the urgent need to refocus attention onto how technocentric media occupy the public imagination.This book will interest students and scholars of film and media studies, digital culture, critical data studies, and technopolitics.

Objev podobné jako Screening Big Data - Gerald Sim

Through four editions this popular textbook attracted a loyal readership and widespread use. Students find the book to be concise, accessible, and complete. Instructors find the book to be clear, authoritative, and dependable. The primary goal of this new edition remains the same as in previous editions. It is to make real analysis relevant and accessible to a broad audience of students with diverse backgrounds while also maintaining the integrity of the course. This text aims to be the generational touchstone for the subject and the go-to text for developing young scientists. This new edition continues the effort to make the book accessible to a broader audience. Many students who take a real analysis course do not have the ideal background. The new edition offers chapters on background material like set theory, logic, and methods of proof. The more advanced material in the book is made more apparent.This new edition offers a new chapter on metric spaces and their applications. Metric spaces are important in many parts of the mathematical sciences, including data mining, web searching, and classification of images. The author also revised the material on sequences and series adding examples and exercises that compare convergence tests and give ... Unknown localization key: "more"

Objev podobné jako Real Analysis and Foundations - Steven G. Krantz

Design, Analysis, and Manufacturing of Lightweight Composite Structures provides a thorough guide to composite materials and their applications, suitable for students of all levels, as well as those in the industry. Covering established theory as well as cutting-edge developments in the field, this book is an essential companion to anyone interested in composite materials.Discussing the mechanical properties of advanced composites and their materials, this book describes testing and evaluation, focusing on sustainability in manufacturing. Looking at how composite materials can form structural components, this book is centered around how to design and analyze these materials as appropriate to different applications. It discusses micromechanics, stiffness matrices, and numerical calculations using MATLABR, Excel, and Python. It also covers failure, applied forces, strain, and stress, alongside finite element analysis of composites.This book is suitable for students and researchers in the field of composites, mechanical design, micromechanics, mechanics of solids, and material science. It also has relevance to the automotive industry.

Objev podobné jako Design, Analysis, and Manufacturing of Lightweight Composite Structures - Hamid Dalir, Siddharth Bhaganagar, Seyedeh Fatemah Nabavi, Nicholas Frimas