It explains what makes some graphs succeed while others fail, how to make high-quality figures from data using powerful and reproducible methods, and how to think about data visualization in an honest and effective way.Data Visualization builds the reader's expertise in ggplot2, a versatile visualization library for the R programming language. Through a series of worked examples, this accessible primer then demonstrates how to create plots piece by piece, beginning with summaries of single variables and moving on to more complex graphics. Topics include plotting continuous and categorical variables; layering information on graphics; producing effective "small multiple" plots; grouping, summarizing, and transforming data for plotting; creating maps; working with the output of statistical models; and refining plots to make them more comprehensible.Effective graphics are essential to communicating ideas and a great way to better understand data. This book provides the practical skills students and practitioners need to visualize quantitative data and get the most out of their research findings.Provides hands-on instruction using R and ggplot2Shows how the "tidyverse" of data analysis tools makes working with R easier and more consistentIncludes a library of data sets, code, and functions

    It traces the emergence of a 'dominant bloc', or alliance, in Winnipeg that has imagined and installed successive regional development visions to guarantee its own wealth and power. The book gives particular attention to the ways that an ascendant post-industrial urban redevelopment vision for Winnipeg's city-centre has renewed longstanding colonial 'legacies' of dispossession and racism over the past forty years. In doing so, it moves beyond the common tendency to break apart histories of settler-colonial conquest from studies of urban history or contemporary urban processes.

     Easy-to-understand “bite-sized” sections. Pass the 35-question Technician Class test. All the Exam Questions with Answer Key, for use July 1, 2018 through June 30, 2022. Use with ARRL’s Online Exam Review for Ham Radio. Designed for self-study and classroom use. Intended for all newcomers, instructors, and schoolteachers. Discover the excitement of ham radio. The Amateur Radio Service offers a unique mix of public service, technology, and experimenting with electronics--all with an emphasis on fun. Some hams use their skills to provide communications during emergencies and disasters when all else fails. Others enjoy talking to people across the country and around the globe, and operating portable radio equipment from anywhere. The ARRL Ham Radio License Manual will guide you as you get started--as you select your equipment, set-up your first station, and get on the air! Use this book to study for your license exam. Every page presents information you will need to pass the exam and become an effective operator. You'll cover small sections at a time: Welcome to Amateur Radio Radio and Signals Fundamentals Electricity, Components, and Circuits Propagation, Antennas, and Feed Lines Amateur Radio Equipment Communicating with Other Hams Licensing Regulations Operating Regulations Safety At the end of the book, you'll find the entire Technician Question Pool. Use this book with ARRL’s Online Exam Review for Ham Radio to review the study material chapter by chapter. Take randomly generated practice exams using questions from the actual examination pool. You won’t have any surprises on exam day!

    

    A foundational knowledge of Chinese medicine will help the reader appreciate the explanation more deeply, but is not required for understanding. Essential reading for anyone seriously interested Qi Gong, Chinese martial arts, and the Daoist tradition, the book will also be an invaluable resource for practitioners of Chinese medicine, or advanced meditation.

    We're picking up right where we left off and write a compiler and a virtual machine for Monkey. Runnable and tested code front and center, built from the ground up, step by step — just like before. But this time, we're going to define bytecode, compile Monkey and execute it in our very own virtual machine. It's the next step in Monkey's evolution. It's the sequel to … a programming language Writing A Compiler In Go is the sequel to Writing An Interpreter In Go. It starts right where the first one stopped, with a fully-working, fully-tested Monkey interpreter in hand, connecting both books seamlessly, ready to build a compiler and a virtual machine for Monkey. In this book, we use the codebase (included in the book!) from the first part and extend it. We take the lexer, the parser, the AST, the REPL and the object system and use them to build a new, faster implementation of Monkey, right next to the tree-walking evaluator we built in the first book. The approach is unchanged, too. Working, tested code is the focus, we build everything from scratch, do baby steps, write tests firsts, use no 3rd-party-libraries and see and understand how all the pieces fit together. It's a continuation in prose and in code. Do you need to read the first part before this one? If you're okay with treating the code from the first book as black box, then no. But that's not what these books are about; they're about opening up black boxes, looking inside and shining a light. You'll have the best understanding of where we're going in this book, if you know where we started. Learn how to write a compiler and a virtual machine Our main goal in in this book is to evolve Monkey. We change its architecture and turn it into a bytecode compiler and virtual machine. We'll take the lexer, the parser, the AST and the object system we wrote in the first book and use them to build our own Monkey compiler and virtual machine … from scratch! We'll build them side-by-side so that we'll always have a running system we can steadily evolve. What we end up with is not only much closer to the programming languages we use every day, giving us a better understanding of how they work, but also 3x faster. And that's without explicitly aiming for performance. Here's what we'll do: - We define our own bytecode instructions, specifying their operands and their encoding. Along the way, we also build a mini-disassembler for them. - We write a compiler that takes in a Monkey AST and turns it into bytecode by emitting instructions - At the same time we build a stack-based virtual machine that executes the bytecode in its main loop We'll learn a lot about computers, how they work, what machine code and opcodes are, what the stack is and how to work with stack pointers and frame pointers, what it means to define a calling convention, and much more. We also - build a symbol table and a constant pool - do stack arithmetic - generate jump instructions - build frames into our VM to execute functions with local bindings and arguments! - add built-in functions to the VM - get real closures working in the virtual machine and learn why closure-compilation is so tricky

    And once you use this book it will quickly become your most treasured teaching resource. What exactly is so remarkable? All of the best teaching tools in language and literacy are at your fingertips! Just flip to that strategy you want to learn or that literacy goal you want to reach for a wealth of ready-to-use resources to actively engage learners, build academic language, and strategically support literacy instruction. Much more than a resource for EL specialists, EL Excellence Every Day is written for every teacher, with a singular focus on improving the ways we all differentiate literacy instruction. Busy teachers especially will appreciate:Over 85 flip-to strategies that help you engage and support all learners 200+ prompts and linguistic scaffolds to facilitate academic conversations connected to specific literacy goals Lesson-ready resources for essential literacy goals: anticipate before reading, read to understand, read to analyze and infer, and write with text evidence Formative assessment tasks and if/then charts for personalizing teaching to every student Differentiation guides that demonstrate how to adjust supports across EL proficiency levels Intuitive, color-coded design so you can find what you need, when you need it No one lesson or strategy is ever the perfect solution for every student. No one student learns in the same way. If there's one universal truth in teaching it's that every child is unique. Devour this book and soon enough you'll provide the excellent literacy instruction each and every student deserves each and every day."We need resources that clearly and quickly help us to meet diverse instructional needs every day in every classroom. Tonya Ward Singer's EL Excellence Every Day: The Flip-to Guide for Differentiating Academic Literacy is such a resource." --JEFF ZWIERS, from the foreword

    

    But in The Character of Virtue theologian and ethicist Stanley Hauerwas offers his real-life godson something far more precious than toys or trinkets—the gift of hard-won wisdom on life and the process of maturing. In each of sixteen letters—sent on the occasion of Laurence Wells’s baptism and every year thereafter—Hauerwas contemplates a specific virtue and its meaning for a child growing year by year into the Christian faith. Writing on kindness, courage, humility, joy, and more, Hauerwas distills centuries of religious thinking and decades of self-reflection into heartfelt personal epistles that are both timely and timeless.An introduction by Samuel Wells—Laurence’s father and Hauerwas’s friend—tells the story behind these letters and offers sage insight into what a godparent is and can be.

    Drawing from her 20 years as a freelance writer and instructor, Flanagan takes you step-by-step through the entire process, sharing her knowledge and experiences in a friendly, conversational way.With more than a dozen sample articles, expert advice from magazine editors and successful freelance writers, practical tips on researching potential publications and instructions on crafting compelling query letters, you'll find the tools needed to write and publish magazine articles.In this book you'll learn how to:- Find and target ideas for the right magazine. - Develop effective query letters to catch the attention of editors and land more assignments. - Organize your writing life using the checklists and tools throughout the book. - Understand and negotiate contracts. - Write and sell personal essays to consumer, niche and trade magazines.Whether your goal is to get your first byline or make the switch from part-time freelancer to full-time writer, The Writer's Digest Guide to Magazine Article Writing is your go-to resource for writing success.

    In a messy world, causal inference is what helps establish the causes and effects of the actions being studied—for example, the impact (or lack thereof) of increases in the minimum wage on employment, the effects of early childhood education on incarceration later in life, or the influence on economic growth of introducing malaria nets in developing regions. Scott Cunningham introduces students and practitioners to the methods necessary to arrive at meaningful answers to the questions of causation, using a range of modeling techniques and coding instructions for both the R and the Stata programming languages.

     As an online class, Dr. Allen has had over 50,000 students use this ground-breaking curriculum to learn music theory. Students and Producers who have wanted to learn music theory to improve their own music, but have been intimidated by traditional approaches, music notation, and abstract concepts will find this book to be the answer they have been looking for. From the Author: “How music theory is usually taught is unfair. It starts with the assumption that you can read music and understand the language of classical music. My book leaves all of that behind – focusing only on the MIDI grid that producers are already familiar with to learn all the key concepts of music theory, and ultimately, make better music.” This book covers all the fundamentals of music theory, but is written using the language of the DJ and Producer – the MIDI Grid. It includes “analysis” projects that look at the harmonic and melodic ideas in songs by popular producers including Zedd, Boards of Canada, Daft Punk, Deadmau5, Bonobo, Richie Hawtin, Moby, Skrillex, and Aphex Twin. Praise for Music Theory for Electronic Music Producers: “Aspiring electronic musicians have choices to make when it concerns their own education and training. This text makes one choice much easier: start here and get learning, quickly. Grounded and easygoing, the book uses real-world examples to help you make sense of music’s inner worksings while steering clear of dense theories.” – Michael J. Ethen, PhD Musicologist “This book knocks the oftentimes alienating world of music theory completely onto it’s side. Difficult to explain concepts are perfectly demonstrated for the aspiring electronic music producer who might have no formal music training. A must have for all aspiring producers.” – James Patrick (DJ, Producer, Educator) Slam Academy, Dubspot, IPR, Ableton Certified Trainer “With Music Theory for Electronic Music Producers, Dr. Allen has produced a remarkable resource: an extensive tour of musical theory that leverages some of our favorite modern tools – the virtual studio and it’s piano roll note display. By introducing us to the “why” as well as the “what” of music theory, this book helps us to understand what makes music tick and how to improve our own work. In addition to offering a sound theoretical foundation, the deep dives into analyzing tracks by Skrillex, Aphex Twin, and Deadmau5 keeps our attention focused on real-world production. MTEMP will definitely go on the top of my recommendation list for anyone that needs a fresh view of musical concepts.” – Darwin Grosse Director of Education, Cycling ’74

    The exam is extremely challenging, and thorough test preparation is essential for success. Our study guide includes:Practice test questions with detailed answer explanations Step-by-step video tutorials to help you master difficult conceptsTips and strategies to help you get your best test performance A complete review of all TEAS test sections Reading Mathematics Science English and Language Usage TEAS(R) is a registered trademark of the Assessment Technologies Institute(R), which is unaffiliated, not a sponsor, or associated with Mometrix Test Preparation.The Mometrix guide is filled with the critical information you will need in order to do well on your TEAS exam: the concepts, procedures, principles, and vocabulary that the Assessment Technologies Institute (ATI) expects you to have mastered before sitting for your exam.The Reading section covers:Key Ideas and Details Craft and Structure Integration of Knowledge and Ideas The Mathematics section covers:Numbers and Operations Data Interpretation Measurement The Science section covers:Human Anatomy and Physiology Life and Physical Sciences Scientific Reasoning The English and Language Usage section covers:Conventions of Standard English Punctuation Improving Sentences Improving Paragraphs Vocabulary ...and much more!Our guide is full of specific and detailed information that will be key to passing your exam. Concepts and principles aren't simply named or described in passing, but are explained in detail. The Mometrix TEAS study guide is laid out in a logical and organized fashion so that one section naturally flows from the one preceding it. Because it's written with an eye for both technical accuracy and accessibility, you will not have to worry about getting lost in dense academic language.Any test prep guide is only as good as its practice questions and answer explanations, and that's another area where our guide stands out. The Mometrix test prep team has provided plenty of TEAS practice test questions to prepare you for what to expect on the actual exam. Each answer is explained in depth, in order to make the principles and reasoning behind it crystal clear.Many concepts include links to online review videos where you can watch our instructors break down the topics so the material can be quickly grasped. Examples are worked step-by-step so you see exactly what to do.We've helped hundreds of thousands of people pass standardized tests and achieve their education and career goals. We've done this by setting high standards for Mometrix Test Preparation guides, and our ATI TEAS Secrets Study Guide is no exception. It's an excellent investment in your future. Get the TEAS review you need to be successful on your exam.

    Through the exemplary work of Nina Simone, Jorge Ignacio Cortiñas, Danh Vō, Felix Gonzalez-Torres, Eiko, and Tseng Kwong Chi, and with additional appearances by Nao Bustamante, Audre Lorde, Martin Wong, Assata Shakur, and Nona Faustine, After the Party considers performance as it is produced within and against overlapping histories of US colonialism, white supremacy, and heteropatriarchy. Building upon the thought of José Esteban Muñoz alongside prominent scholarship in queer of color critique, black studies, and Marxist aesthetic criticism, Joshua Chambers-Letson maps a portrait of performance’s capacity to produce what he calls a communism of incommensurability, a practice of being together in difference.Describing performance as a rehearsal for new ways of living together, After the Party moves between slavery, the Civil Rights Movement, the first wave of the AIDS crisis, the Vietnam War, and the catastrophe-riddled horizon of the early twenty-first century to consider this worldmaking practice as it is born of the tension between freedom and its negation. With urgency and pathos, Chambers-Letson argues that it is through minoritarian performance that we keep our dead alive and with us as we struggle to survive an increasingly precarious present.

    This textbook is a practical introduction to data analysis and statistics written especially for undergraduates and beginning graduate students in the social sciences and allied fields, such as economics, sociology, public policy, and data science.Quantitative Social Science engages directly with empirical analysis, showing students how to analyze data using the R programming language and to interpret the results—it encourages hands-on learning, not paper-and-pencil statistics. More than forty data sets taken directly from leading quantitative social science research illustrate how data analysis can be used to answer important questions about society and human behavior.Proven in the classroom, this one-of-a-kind textbook features numerous additional data analysis exercises and interactive R programming exercises, and also comes with supplementary teaching materials for instructors.*Written especially for students in the social sciences and allied fields, including economics, sociology, public policy, and data science*Provides hands-on instruction using R programming, not paper-and-pencil statistics*Includes more than forty data sets from actual research for students to test their skills on*Covers data analysis concepts such as causality, measurement, and prediction, as well as probability and statistical tools*Features a wealth of supplementary exercises, including additional data analysis exercises and interactive programming exercises*Offers a solid foundation for further study*Comes with additional course materials online, including notes, sample code, exercises and problem sets with solutions, and lecture slides

    If you're comfortable with Python and its libraries, including pandas and scikit-learn, you'll be able to address specific problems such as loading data, handling text or numerical data, model selection, and dimensionality reduction and many other topics.Each recipe includes code that you can copy and paste into a toy dataset to ensure that it actually works. From there, you can insert, combine, or adapt the code to help construct your application. Recipes also include a discussion that explains the solution and provides meaningful context. This cookbook takes you beyond theory and concepts by providing the nuts and bolts you need to construct working machine learning applications.You'll find recipes for:Vectors, matrices, and arraysHandling numerical and categorical data, text, images, and dates and timesDimensionality reduction using feature extraction or feature selectionModel evaluation and selectionLinear and logical regression, trees and forests, and k-nearest neighborsSupport vector machines (SVM), na�ve Bayes, clustering, and neural networksSaving and loading trained models

    Contributions range from humorous poems to deeply technical essays.The International Journal of Proof-of-Concept or Get The Fuck Out is a celebrated magazine of reverse engineering, retro-computing, and systems internals. This second collected volume holds all of the articles from releases nine to thirteen.Learn how to patch the firmware of a handheld amateur radio, then emulate that radio's proprietary audio code under Linux. How to slow the Windows kernel when exploiting a race condition and how to make a PDF file taht is also an Android app, an audio file, or a Gameboy speedrun. How to hack a Wacom pen table with voltage glitching, then hack it again by pure software to read RDID tags from its surface. How to disassemble every last byte of an Atari game and how to bypass every classic form of copy protection on Apple ][.But above all else, beyond the nifty tricks and silly songs, this book exists to remind you what a clever engineer can build from a box of parts with a bit of free time. Not to show you what others have done, but to show you how they did it so that you can do the same.

    Being a Christian isn’t just about Sunday mornings, small groups, and studying the Bible. The good news is that Jesus redeems everything.In the Bible, we read story after story of people meeting God and walking away completely changed. The same is true for Christians today. Being a Christian, by Dr. Jason Allen, shows how Jesus redeems all of life. Useful for new and mature believers, small group and personal study, Being a Christian walks readers through the gospel’s impact on all facets of life, from your relationships to your resources, from your work to your rest, from your past to your future.

    (Use the promo code in the book to save on Next Step's MCAT test prep materials too!) As soon as you know you have to take the MCAT, you need this book. With a solid plan to prep for the MCAT, you can take your application from something that may get overlooked to one that grabs the attention of admission committee members and gets you an interview and an acceptance.Expert Advice: With over ten years experience in MCAT test prep, Next Step Test Prep helps half of all students taking the MCAT every year. Dr. Ryan Gray has been helping students on their journey to medical school through The MCAT Podcast, co-hosted by Next Step Test Prep, The Premed Years, and other podcasts and services at Medical School Headquarters.

    The author concludes that the Westminster Confession rightly stresses the role of the church in bringing people to salvation without making this claim absolute. We should love the church because Christ loved it and gave Himself for it. He died for the church so that we might live in and with it. Let us study this subject with our Bibles in our hands, the Spirit in our hearts, prayer on our lips, and our forefathers helping us along.Table of Contents:Part One History—What Does WCF 25.2 Mean?1. Reformation and Early Reformed Background2. The Westminster Confession of Faith and BeyondPart Two Theology—Is WCF 25.2 Biblical?3. The Church in the Old Testament4. The Visible Church in the New Testament5. The Invisible Church in the New TestamentPart Three Practice—Why Is WCF 25.2 Important?6. The Ordinary Necessity of the Visible Church for Salvation

    

    Practically all areas of life on this planet are constantly confronted with complex systems, be it ecosystems, societies, traffic, financial markets, opinion formation and spreading, or the internet and social media. Complex systems are systems composed of many elements that interact strongly with each other, which makes them extremely rich dynamical systems showing a huge range of phenomena. Properties of complex systems that are of particular importance are their efficiency, robustness, resilience, and proneness to collapse.The quantitative tools and concepts needed to understand the co-evolutionary nature of networked systems and their properties are challenging. The book gives a self-contained introduction to these concepts, so that the reader will be equipped with a toolset that allows them to engage in the science of complex systems. Topics covered include random and path-dependent processes, co-evolutionary dynamics, dynamics of networks, the theory of scaling, and approaches from statistical mechanics and information theory. The book extends beyond the early classical literature in the field of complex systems and summarizes the methodological progress made over the past 20 years in a clear, structured, and comprehensive way.

    Stand Firm: Apologetics and the Brilliance of the Gospel argues that the gospel satisfies both of these needs. It is true and rational, but it is also inherently attractive and provides meaning and purpose. In short, the gospel is brilliant. It is brilliant, in one sense, because of the broad variety of evidences for its truth. But it is also brilliant given its beauty, goodness and the meaningful life it offers. The book provides up to date responses to questions about the existence of God, the reliability of the Bible, Jesus and the resurrection, and the problem of evil. It also treats unique topics such as understanding truth, knowledge and faith, the claims of alternate faiths, religious disagreement, etc. Each chapter attempts to connect these considerations with the gospel so that we may stand firm in our faith.

    Each chapter addresses interviewing skills that are foundational to the helping professions from mental health to physical health, includes detailed exercises, addresses social justice, and discusses practitioner wellness opportunities. Sometimes clients' stories are fraught with trauma, other times their stories are bound within generations of substance addiction or family violence, while other clinical stories present personal and social obstacles that arise from years of oppression at the hands of prejudice and discrimination. This book therefore goes beyond the basic ideas of choosing when to use an open question or to reflect emotions by covering how to integrate social justice and knowledge of power, privilege, and oppression into the interviewing arena. Essential interviewing skills require the practitioner to not only purposefully listen to the client's story, but also to be self-aware and willing to acknowledge mistakes and learn from them. The work of the clinical interviewer is a continuous challenge of balancing listening, responding, action, and self-awareness, and this book is designed to help.

    Rather than the typical definition-theorem-proof-repeat style, this text includes much more commentary, motivation and explanation. The proofs are not terse, and aim for understanding over economy. Furthermore, dozens of proofs are preceded by "scratch work" or a proof sketch to give students a big-picture view and an explanation of how they would come up with it on their own. Examples often drive the narrative and challenge the intuition of the reader. The text also aims to make the ideas visible, and contains over 100 illustrations. The writing is relaxed and includes periodic historical notes, poor attempts at humor, and occasional diversions into other interesting areas of mathematics.The text covers the real numbers, cardinality, sequences, series, the topology of the reals, continuity, differentiation, integration, and sequences and series of functions. Each chapter ends with exercises, and nearly all include some open questions. The first appendix contains a construction the reals, and the second is a collection of additional peculiar and pathological examples from analysis.The author believes most textbooks are extremely overpriced and endeavors to help change this.

    Through discussing a wide range of topics, Phil Williams presents a series of tips for better writing with a focus on analysing the grammatical rules and reasoning behind each. This guide also looks, in brief, at the considerations required for specific areas of writing.Though writing is a skill that takes time and personal practice to master, Phil Williams’ latest language guide is a simply-presented aide to start you on that journey today.

    This book is based on the author's experience of teaching Haskell for more than twenty years. All concepts are explained from first principles and no programming experience is required, making the book accessible to a broad spectrum of readers.Part I introduces the basic concepts of pure programming in Haskell and is structured around the core features of the language. Part II covers impure programming and a range of more advanced topics. The book contains many extended programming examples, and each chapter includes a series of exercises and suggestions for further reading.This new edition has been extensively updated and expanded to include recent and more advanced features of Haskell, new examples and exercises, selected solutions, and freely downloadable lecture slides and example code. The presentation is clean and simple, while also being fully compliant with the latest version of the language, including recent changes concerning applicative, monadic, foldable and traversable types.Graham Hutton is Professor of Computer Science at the University of Nottingham. He has taught Haskell to thousands of students and received many awards for his teaching. Hutton has served as an editor of the Journal of Functional Programming, Chair of the Haskell Symposium and the International Conference on Functional Programming, Vice-Chair of the ACM Special Interest Group on Programming Languages, and he is an ACM Distinguished Scientist.

    Where possible, the physical basis of clinical signs is explained to aid understanding. Formulation of a differential diagnosis from the information gained is introduced, and the logical initial investigations are included for each system.The first part of the book addresses the general principles of good interaction with patients, from the basics of taking a history and examining, to the use of pattern recognition to identify spot diagnoses.The second part documents the relevant history, examination and investigations for all the major body systems.The third part illustrates the application of these skills to specific clinical situations.The final part covers preparation for assessments of clinical skills and the use of these skills in everyday practice.The book has accompanying videos demonstrating many of the key clinical examination routines as set out in the book. A new editorial team has undertaken a substantial review of the book's contents and with the help of many new authors has radically revised the order and approach of the text.Several new chapters have been created including a chapter on patients with mental disorders; a chapter covering the approach to a deteriorating patient; a chapter on assessment of patients towards the end of life and two new chapters on applying the key clinical skills during assessments and in practice.The structure of the text has been rationalised with careful use of boxes, tables and figures to set out the concepts for maximum clarity.

    Combining advances in molecular biology and genomics with mathematical and empirical findings from population genetics, work in molecular population genetics has uncovered theextraordinary history of natural selection and demographic shifts in many organisms, including humans. While basic descriptions of the methods and tools of this field can be found in disparate places, no previous book has brought them together in a single volume. Rather than cobble together piecesfrom books, reviews, and primary research articles, Molecular Population Genetics presents a coherent user's guide to the field. Intended as a text for upper-level undergraduate and graduate students, the book will also be useful as a detailed reference for active professionals.

    The authors emphasize ways that individuals and families can cope with life-threatening illness, grief, funerals, and other death-related topics -- including how to communicate constructively in the face of death. You'll learn about aided death -- a topic on many people's minds these days -- as well as about Alzheimer's disease and other life-altering conditions and prominent causes of death. You'll read personal stories and get insight into cultural and religious perspectives that affect people's encounters, attitudes, and practices in death-related matters. And you'll discover that you can gain important lessons about life and living from the study of death, dying, and bereavement.

    The book addresses important topics such as the principles and values that underlie the Behavior Analyst Certification Board’s ® Professional and Ethical Compliance Code for Behavior Analysts, and factors that affect ethical decision-making. In addition, the book addresses critical and under-discussed topics of: scope of competence; evidence-based practice in behavior analysis; how to collaborate with professionals within and outside one’s discipline; and how to design systems of ethical supervision and training customized to unique treatment settings. Across many of the topics, the authors also discuss errors students and professionals may make during analyses of ethical dilemmas and misapplications of ethical codes within their practice. Reviews core ethical principles Discusses factors that affect ethical decision-making Describes how to create systems for teaching and maintaining ethical behavior Discusses how to identify your own scope of competence in autism treatment Describes the process of evidence-based practice and how it can be applied to behavior-analytic treatment for autism Discusses the importance of interdisciplinary collaboration and how to be a good collaborator Reviews common mistakes students and supervisors make when analyzing ethical dilemmas, along with common misapplications of ethical codes

    BRAND NEW, Exactly same ISBN as listed, Please double check ISBN carefully before ordering.

    Just a few are common house and garden pests; thousands more harmless species live hidden in woods and meadows. This comprehensive guide of more than 1,800 common species is the best tool for identifying and appreciating these ubiquitous insects.   With helpful tips and techniques for observing moths, range maps and graphs showing when and where to see them, and keys to identifying even the tough species, the Peterson Field Guide to Moths of Southeastern North America provides everything an amateur or experienced moth-watcher needs.

    African & African American Studies. Soon after the 2016 presidential election, Sixteen Rivers Press, a shared-work collective of Northern California poets, conducted a nationally advertised call for submissions, seeking unpublished poems that would "respond to the cultural, moral, and political rifts that now divide our country: poems of resistance and resilience, witness and vision, that embody what it means to be a citizen in a time when our democracy is threatened." In a matter of weeks, the press received over two thousand poems. The work came from across the country, from red states and blue states, high schools and nursing homes, big cities and small towns. At the same time, the poet-members of the press were asked to nominate poems. These poems could be old or new, published or not, the poets living or dead--anything from anywhere that spoke to this moment in the voice of poetry. In this way, we gathered another three hundred poems, ranging from Virgil and Dante to Claudia Rankine and Mai Der Vang, from Milton to Merwin, from Bai Juyi to last Thursday's just-posted Poem-a-Day.This anthology is a blend of poems from these two sources, each of its nine sections a kind of town-hall meeting where citizen-poets gather to raise their voices, now raucous, now muted, now lyric, now plain: voices responding with dissent and consoling with praise, perspective, vision, and hope.Around 1950, Pablo Neruda wrote the poem, "Am�rica, I do not call your name without hope" to a Latin America in crisis. In this anthology, Dean Rader's poem, in the spirit of Neruda but in the time of Trump, speaks, under the same title, to our America: "this is for you and your fear, your tar; / for the white heat in your skin and / for your blue bones that one day may sing." The title of our book echoes this cry: America, listen to what your poets are saying. Are we the corrosive, racist, authoritarian regime that the 2016 election brought to power, or are we a democracy, that fragile, imperfect form of government that must be constantly guarded in the struggle for equality, justice and freedom? In resistance and resilience, and not without hope, America, we call your name.

    The fundamental concepts and techniques of selection statements, loops, methods, and arrays are the foundation for programming. Building this strong foundation prepares students to learn object-oriented programming and advanced Java programming. This book teaches programming in a problem-driven way that focuses on problem solv-ing rather than syntax. We make introductory programming interesting by using thought-provoking problems in a broad context. The central thread of early chapters is on problem solving. Appropriate syntax and library are introduced to enable readers to write programs for solving the problems. To support the teaching of programming in a problem-driven way, the book provides a wide variety of problems at various levels of difficulty to motivate students. To appeal to students in all majors, the problems cover many application areas, including math, science, business, financial, gaming, animation, and multimedia.

    The readings, 50 percent of which are new to the Fifth Edition, cover a diverse range of sexual experiences, including new pieces on asexuality, online porn, and PrEP for HIV prevention. The editors mix qualitative and quantitative empirical pieces, sexual narratives, and articles from the popular press.

    She explores the intricate workings of our creative minds to explain what happens in our brains when we operate in a creative mode versus an uncreative mode. The vast and complex field that is the neuroscience of creativity is disentangled and described in an accessible manner, balancing what is known so far with critical issues that are as yet unresolved. Clear guidelines are also provided for researchers who pursue the big questions in their bid to discover the creative mind.

    From the practicalities of investigating the video game as a musical source to the critical perspectives on game music - using examples including Final Fantasy VII, Monkey Island 2, SSX Tricky and Silent Hill - these explorations not only illuminate aspects of game music, but also provide conceptual ideas valuable for future analysis. Music is not a redundant echo of other textual levels of the game, but central to the experience of interacting with video games. As the author likes to describe it, this book is about music for racing a rally car, music for evading zombies, music for dancing, music for solving puzzles, music for saving the Earth from aliens, music for managing a city, music for being a hero; in short, it is about music for playing.

    Students are presented with clear yet thorough topic introductions, historical context, reading guides for challenging selections, and exclusive commissioned essays written by leading contemporary philosophers specifically for undergraduates. The Second Edition features a NEW co-author, a NEW focus on diversity within the field, and NEW readings and topics relevant to students' lives.

    They sell themselves as experiences that transform young people in unique ways. The conservative evangelical Protestant network of higher education has been no different. In the twentieth century, whenhigher education sometimes seemed to focus on sports, science, and social excess, conservative evangelical schools offered a compelling alternative. On their campuses, evangelicals debated what it meant to be a creationist, a Christian, a proper American, all within the bounds of Biblicalrevelation. Instead of encouraging greater personal freedom and deeper pluralist values, conservative evangelical schools thrived by imposing stricter rules on their students and faculty.In Fundamentalist U, Adam Laats shows that these colleges have always been more than just schools; they have been vital intellectual citadels in America's culture wars. These unique institutions have defined what it has meant to be an evangelical and have reshaped the landscape of American highereducation. Students at these schools have been expected to learn what it means to be an educated evangelical in a secularizing society. This book asks new questions about that formative process. How have conservative evangelicals hoped to use higher education to instill a uniquely evangelicalidentity? How has this identity supported the continuing influence of a dissenting body of knowledge? In what ways has it been tied to cultural notions of proper race relations and proper relations between the sexes? And perhaps most important, how have students responded to schools' attempts tocultivate these vital notions about their selves?In order to understand either American higher education or American evangelicalism, we need to appreciate the role of this influential network of dissenting institutions. Only by making sense of these schools can we make sense of America's continuing culture wars.

    With adversaries becoming sophisticated and carrying out advanced malware attacks on critical infrastructures, data centers, and private and public organizations, detecting, responding to, and investigating such intrusions is critical to information security professionals. Malware analysis and memory forensics have become must-have skills to fight advanced malware, targeted attacks, and security breaches.This book teaches you the concepts, techniques, and tools to understand the behavior and characteristics of malware through malware analysis. It also teaches you techniques to investigate and hunt malware using memory forensics. This book introduces you to the basics of malware analysis, and then gradually progresses into the more advanced concepts of code analysis and memory forensics. It uses real-world malware samples, infected memory images, and visual diagrams to help you gain a better understanding of the subject and to equip you with the skills required to analyze, investigate, and respond to malware-related incidents. What you will learn Create a safe and isolated lab environment for malware analysis Extract the metadata associated with malware Determine malware's interaction with the system Perform code analysis using IDA Pro and x64dbg Reverse-engineer various malware functionalities Reverse engineer and decode common encoding/encryption algorithms Reverse-engineer malware code injection and hooking techniques Investigate and hunt malware using memory forensics Who this book is for This book is for incident responders, cyber-security investigators, system administrators, malware analyst, forensic practitioners, student, or curious security professionals interested in learning malware analysis and memory forensics. Knowledge of programming languages such as C and Python is helpful but is not mandatory. If you have written few lines of code and have a basic understanding of programming concepts, you’ll be able to get most out of this book. Table of Contents Introduction to Malware Analysis Static Analysis Dynamic Analysis Assembly Language and Disassembly Primer Disassembly Using IDA Debugging Malicious Binaries Malware Functionalities and Persistence Code Injection and Hooking Malware Obfuscation Techniques Hunting Malware Using Memory Forensics Detecting Advanced Malware Using Memory Forensics

    With foundations rooted in statistics, psychology, and computer science, data visualization offers practitioners in almost every field a coherent way to share findings from original research, big data, learning analytics, and more.In nine appealing chapters, the book: examines the role of data graphics in decision-making, sharing information, sparking discussions, and inspiring future research; scrutinizes data graphics, deliberates on the messages they convey, and looks at options for design visualization; and includes cases and interviews to provide a contemporary view of how data graphics are used by professionals across industries Both novices and seasoned designers in education, business, and other areas can use this book’s effective, linear process to develop data visualization literacy and promote exploratory, inquiry-based approaches to visualization problems.

    This free course, An introduction to music theory, will introduce you to music staves, clefs, rhythmic and pitch values, rhythmic metre and time signatures. This OpenLearn course provides an introduction to music theory pitched at a level equivalent to Grades 1–3 of the Associated Board of the Royal Schools of Music theory exams. You can test your understanding as you proceed by completing simple multiple-choice questions.

    The chapter-based approach facilitates use with course notes or larger texts. EVERYTHING YOU NEED TO EXCEL: -Concise discussion of the major concepts that underlie basic principles or specific drug groups in every chapter-Full-color tables and figures (many new to this edition)-Review questions followed by answers and explanations-Two comprehensive 100-question practice exams, followed by answer keys and explanations for correct answers-Diagrams that visually organize drug groups and concepts-A list of high-yield terms and definitions you must know-Skill Keeper Questions that prompt you to go back and review previous material to understand the link between topics-A checklist of tasks you should be able to perform upon completion of the chapter-Summary Tables that list the important drugs and include key information about their mechanism of action and effects, clinical uses, pharmacokinetics, drug interactions, and toxicities-An Appendix of test taking strategies for the highest score possible

    This text provides authentic, research-based strategies and guidelines for the classroom, helping future teachers to create an environment that promotes optimal development in children.The authors apply child development concepts to topics of high interest and relevance to teachers, including classroom behaviour management, constructivism, social-emotional development, and many others. The text combines core theory with practical implications for educational contexts, and shows how child development links to the Australian Professional Standards for Graduate Teachers. Case studies and real-world vignettes illustrate concepts, while research, including the Longitudinal Study of Australian Children, and Longitudinal Study of Indigenous children, bridges the distance between research and the classroom.

    Dr. Terri S. Watson welcomes and equips you to excel in "the helping profession within a helping profession" as you provide clinical supervision for other mental health workers in counseling, psychology, and marriage and family therapy. This book will shape your own character through spiritual disciplines in the classical virtues--and outward in expanding circles of encouragement, formation, and healing.

    The Dinosaurs Book brings you face-to-face with incredible creatures in fully coloured images and realistic digital reconstructions.The largest footprints in history aren't just a footnote. Believed to have lived between 230 - 65 million years ago, this book contains everything prehistoric from dinosaurs and flying pterosaurs, to marine reptiles and early mammals, even prehistoric plants, some of which still live today. Find out about great herbivores and ferocious predators such as the Tyrannosaurus, Quetzalcoatlus and Stegosaurus. Learn about fun facts and recent discoveries like the amazing uncovering of a 110 million-year-old dinosaur named Nodosaur. Go on the journey of history's longest-lived periods of life on the planet. Find out how amazing fossilised remains inform us about how they lived and how new feathered dinosaurs were discovered. The Dinosaurs Book is filled with fun educational facts that will answer your young dino-lovers curiosity and take a detailed approach in explaining the "what, why and how's." A Face-To-Face Experience With Amazing Dinosaurs!Packed with incredible images and hundreds of fascinating dinosaur facts. Discover the past as you read about an amazing array of prehistoric life forms, dinosaur fossils, what creatures lived before dinosaurs, the age of fish, early life on land, and even explore which trees survived the Big Bang and are still with us today.Easy to read with detailed illustrations that makes the book even easier to understand, this dinosaur encyclopedia is a gem for young minds curious about prehistoric life on earth.The Dinosaurs Book takes you on a journey through:-Before the Dinosaurs-The Age of Dinosaurs-The Marine World-The Rise of Animals-And more!This spectacular visual guide puts your young reader up close with amazing dinosaurs and other sensational prehistoric creatures. Learn about new dinosaur names, where they lived, what they ate, how they defended themselves, and much more.

      Often eschatology is thought to refer only to “last things” doctrines. However, eschatology in its broader sense encompasses the Christian view of time and the future of the world, informing both one’s evangelism and ecclesiology. Failing to relate the eschatological dimension to discipleship leaves one with an incomplete worldview, imbalanced discipleship, and eventually, a tragic inability to model the Christian way of life.   By answering questions like “What time is it?” and “Where is history going?” Trevin Wax helps Christians view the past, present, and future biblically, and shapes their understanding of following Jesus.

    Every chapter includes rich and compelling discussions of pivotal art works, periods and geographies in art history, as well as new artists and art forms. Of course, the bold illustrations on the pages look almost as good as the real thing, especially when you use the unique Scale feature to imagine a work's stature from the artist's point of view. And to keep your course success in focus, the text offers Quick Review Captions and Big Picture Overviews, as well as an optional ebook that enables you to zoom in on fine details of paintings, sculptures, and priceless art forms of all kinds.

    This book sheds light on why and when this happens, what we should do to avoid it and how to give more realistic time predictions. It describes methods for predicting time usage in situations with high uncertainty, explains why two plus two is usually more than four in time prediction contexts, reports on research on time prediction biases, and summarizes the evidence in support of different time prediction methods and principles. Based on a comprehensive review of the research, it is the first book summarizing what we know about judgment-based time predictions. Large parts of the book are directed toward people wishing to achieve better time predictions in their professional life, such as project managers, graphic designers, architects, engineers, film producers, consultants, software developers, or anyone else in need of realistic time usage predictions. It is also of benefit to those with a general interest in judgment and decision-making or those who want to improve their ability to predict and plan ahead in daily life.

    Whilst new researchers may be able to call upon advice and support for acquisition from operators, radiologists and technicians, it is more challenging to obtain anunderstanding of the principles of analysing neuroimaging data. This is crucial for choosing acquisition parameters, designing and performing appropriate experiments, and correctly interpreting the results.This primer gives a general and accessible introduction to the wide array of MRI-based neuroimaging methods that are used in research. Supplemented with online datasets and examples to enable the reader to obtain hands-on experience working with real data, it provides a practical and approachableintroduction for those new to the neuroimaging field. The text also covers the fundamentals of what different MRI modalities measure, what artifacts commonly occur, the essentials of the analysis, and common 'pipelines' including brain extraction, registration and segmentation.As it does not require any background knowledge beyond high-school mathematics and physics, this primer is essential reading for anyone wanting to work in neuroimaging or grasp the results coming from this rapidly expanding field.The Oxford Neuroimaging Primers are short texts aimed at new researchers or advanced undergraduates from the biological, medical or physical sciences. They are intended to provide a broad understanding of the ways in which neuroimaging data can be analyzed and how that relates to acquisition andinterpretation. Each primer has been written so that it is a stand-alone introduction to a particular area of neuroimaging, and the primers also work together to provide a comprehensive foundation for this increasingly influential field.

    Sebastian R. Prange argues that this 'Monsoon Islam' was shaped by merchants not sultans, forged by commercial imperatives rather than in battle, and defined by the reality of Muslims living within non-Muslim societies. Focusing on India's Malabar Coast, the much-fabled 'land of pepper', Prange provides a case study of how Monsoon Islam developed in response to concrete economic, socio-religious, and political challenges. Because communities of Muslim merchants across the Indian Ocean were part of shared commercial, scholarly, and political networks, developments on the Malabar Coast illustrate a broader, trans-oceanic history of the evolution of Islam across monsoon Asia. This history is told through four spaces that are examined in their physical manifestations as well as symbolic meanings: the Port, the Mosque, the Palace, and the Sea.

    Each of the six topical chapters highlight historical 'everyday' people, spaces, and objects, whose lives operate as windows into the late ancient economy, social relations, military service, religious systems, cultural habits, and the material environment. However, it is nevertheless grounded in late ancient primary sources - many of which are available in accessible English translations - and the most recent, cutting-edge scholarship by specialists in fields such as archaeology, social history, religious studies, and environmental history. From Manichean rituals to military service, gladiatorial combat to garbage collection, patrician households to peasant families, Daily Life in Late Antiquity introduces readers to the world of late antiquity from the bottom up.

    Cooperative Veterinary Care puts the focus on preventing and reversing fear and stress in the veterinary setting through preparation, planning, and most importantly training.Offers evidence-based cooperative techniques to prevent fear and calm reactive patients, with concrete guidance for preventing, identifying, and reversing fear and stress in the veterinary setting Provides a unique system for identifying patients and selecting the right technique for each pet Supplies information on safe patient exams and interactions without the need for restraint Covers strategies to successfully implement these new techniques every day and boost client compliance Presents step-by-step detailed training protocols, including photographs and over 100 videos showing how to train patients quickly and effectively

    It is built around computer tutorials that guide students in producing models of neural behavior, with the associated Matlab code freely available online. From these models students learn how individual neurons function and how, when connected, neurons cooperate in a circuit. The book demonstrates through simulated models how oscillations, multistability, post-stimulus rebounds, and chaos can arise within either single neurons or circuits, and it explores their roles in the brain.The book first presents essential background in neuroscience, physics, mathematics, and Matlab, with explanations illustrated by many example problems. Subsequent chapters cover the neuron and spike production; single spike trains and the underlying cognitive processes; conductance-based models; the simulation of synaptic connections; firing-rate models of large-scale circuit operation; dynamical systems and their components; synaptic plasticity; and techniques for analysis of neuron population datasets, including principal components analysis, hidden Markov modeling, and Bayesian decoding.Accessible to undergraduates in life sciences with limited background in mathematics and computer coding, the book can be used in a “flipped” or “inverted” teaching approach, with class time devoted to hands-on work on the computer tutorials. It can also be a resource for graduate students in the life sciences who wish to gain computing skills and a deeper knowledge of neural function and neural circuits.

    The notion that heart-centered work and making money are somehow fundamentally incompatible is a false dichotomy. Choose a path of service to others AND thrive financially! The Workbook features practical, interactive tools designed to help you succeed, whether you are new to the world of self-employment or already a seasoned doula business owner. Focus your efforts with our checklists, step-by-step instructions, tip sheets, worksheets, exercises, questionnaires, strategies, planners, trackers and more. The Workbook is a great companion guide to our freshly updated and comprehensive Doula Business Guide: How to Succeed as a Birth, Postpartum or End-of-Life Doula, 3rd Edition. Get ready to implement your vision.

    This book will also give you plenty of practice in using your new language skills. With numerous skill-building exercises, comprehensive verb conjugation tables, and the proven Practice Makes Perfect format, you will learn to master French in no time at all. And this new edition is accompanied by flashcards and recordings, available via app, that will provide a new dimension and flexible to your study. THE BOOK IS DIVIDED INTO FOUR MAIN PARTS: Part I works with the present tense, including the conjugation of regular and irregular verbs, asking questions, impersonal verbs, and the use of reflexive verbs. Idiomatic uses of avoir, faire, être, aller, vouloir, and prendre are also covered in detail. Part II focuses on past tenses, from the composition of the passé composé to its contrasting use with the imperfect tense. The formation and uses of the pluperfect and passé simple are also thoroughly reviewed. Part III covers the future tenses (simple future, le future proche, and future perfect) and the conditional. The formation and uses of present and past subjunctive are explained, as well as the use of subjunctive in the main clause. Part IV addresses the infinitive and negative infinitive, the imperative and negative imperative, the present participle and the gerund, and the formation and uses of the passive voice.

     Learn to unique techniques to gather exploitation intelligence, identify risk and demonstrate impact with Red Team and Blue Team strategies. A practical guide that will give you hands-on experience to mitigate risks and prevent attackers from infiltrating your system. Book Description The book will start talking about the security posture before moving to Red Team tactics, where you will learn the basic syntax for the Windows and Linux tools that are commonly used to perform the necessary operations. You will also gain hands-on experience of using new Red Team techniques with powerful tools such as python and PowerShell, which will enable you to discover vulnerabilities in your system and how to exploit them. Moving on, you will learn how a system is usually compromised by adversaries, and how they hack user's identity, and the various tools used by the Red Team to find vulnerabilities in a system. In the next section, you will learn about the defense strategies followed by the Blue Team to enhance the overall security of a system. You will also learn about an in-depth strategy to ensure that there are security controls in each network layer, and how you can carry out the recovery process of a compromised system. Finally, you will learn how to create a vulnerability management strategy and the different techniques for manual log analysis. By the end of this book, you will be well-versed with Red Team and Blue Team techniques and will have learned the techniques used nowadays to attack and defend systems. What you will learn Learn the importance of having a solid foundation for your security posture Understand the attack strategy using cyber security kill chain Learn how to enhance your defense strategy by improving your security policies, hardening your network, implementing active sensors, and leveraging threat intelligence Learn how to perform an incident investigation Get an in-depth understanding of the recovery process Understand continuous security monitoring and how to implement a vulnerability management strategy Learn how to perform log analysis to identify suspicious activities Who this book is for This book aims at IT professional who want to venture the IT security domain. IT pentester, Security consultants, and ethical hackers will also find this course useful. Prior knowledge of penetration testing would be beneficial.

    While domestic violence and sexual assault are significant social problems, such a narrow framing obscures the diversity of women's experience, fails to illuminate the role social structures play, and excludes discussions of workplace and state violence. By drawing on a range of theoretical traditions emerging from feminism, criminology, and sociology, Women and Gendered Violence in Canada significantly expands the conversation on violence against women.The first section of the book develops the conceptual and contextual framework that informs the remainder of the text, and the following three sections are organized around types of victimization: interpersonal, labour site, and state. Each chapter ends with lists of suggested activities, and first person narratives are integrated throughout to personalize the material and issues being examined.

    Intended for students seeking an accessible introduction to the field, Fundamentals provides the same high standard of scientific accuracy and pedagogical richness for which Taiz et al.'s popular Plant Physiology and Development, Sixth Edition, is renowned, but in a more concise format and pitched at a slightly lower level. Instructors wishing to focus their lectures on basic plant physiology, as opposed to developmental genetics, should find this new streamlined and simplified text ideally suited for their courses.

    It covers a fairly broad range of topics, including lexical semantics, compositional semantics, and pragmatics. The chapters are organized into six units: (1) Foundational concepts; (2) Word meanings; (3) Implicature (including indirect speech acts); (4) Compositional semantics; (5) Modals, conditionals, and causation; (6) Tense & aspect. Most of the chapters include exercises which can be used for class discussion and/or homework assignments, and each chapter contains references for additional reading on the topics covered. As the title indicates, this book is truly an INTRODUCTION: it provides a solid foundation which will prepare students to take more advanced and specialized courses in semantics and/or pragmatics. It is also intended as a reference for fieldworkers doing primary research on under-documented languages, to help them write grammatical descriptions that deal carefully and clearly with semantic issues. The approach adopted here is largely descriptive and non-formal (or, in some places, semi-formal), although some basic logical notation is introduced. The book is written at level which should be appropriate for advanced undergraduate or beginning graduate students. It presupposes some previous coursework in linguistics, but does not presuppose any background in formal logic or set theory.

    It assumes that cognition is shaped and structured by dynamic interactions between the brain, body, and both the physical and social environments.With essays from leading scholars and researchers, The Oxford Handbook of 4E Cognition investigates this recent paradigm. It addresses the central issues of embodied cognition by focusing on recent trends, such as Bayesian inference and predictive coding, and presenting new insights, such as thedevelopment of false belief understanding.The Oxford Handbook of 4E Cognition also introduces new theoretical paradigms for understanding emotion and conceptualizing the interactions between cognition, language, and culture. With an entire section dedicated to the application of 4E cognition in disciplines such as psychiatry and robotics, and critical notes aimed at stimulating discussion, this Oxford handbook is the definitive guide to 4E cognition.Aimed at neuroscientists, psychologists, psychiatrists, and philosophers, The Oxford Handbook of 4E Cognition will be essential reading for anyone with an interest in this young and thriving field.

    

    With a focus on the basics, this text begins with a detailed account of the mechanisms of spontaneous breathing as a reference point to then describe how a ventilator actually works and how to effectively use it in practice. The text then details: the various modes of ventilation commonly used in clinical practice; patient-ventilator interactions and dyssynchrony; how to approach a patient on the ventilator with respiratory decompensation; the optimal ventilator management for common disease states like acute respiratory distress syndrome and obstructive lung disease; the process of ventilator weaning; and hemodynamic effects of mechanical ventilation. Written for medical students, residents, and practicing physicians in a variety of different specialties (including internal medicine, critical care, surgery and anesthesiology), this book will instruct readers on how to effectively manage a ventilator, as well as explain the underlying interactions between it and the critically ill patient.

    

    Today, with the added advantage of machine learning research and support for JS libraries, JavaScript makes your browsers smarter than ever with the ability to learn patterns and reproduce them to become a part of innovative products and applications.Hands-on Machine Learning with JavaScript presents various avenues of machine learning in a practical and objective way, and helps implement them using the JavaScript language. Predicting behaviors, analyzing feelings, grouping data, and building neural models are some of the skills you will build from this book. You will learn how to train your machine learning models and work with different kinds of data. During this journey, you will come across use cases such as face detection, spam filtering, recommendation systems, character recognition, and more. Moreover, you will learn how to work with deep neural networks and guide your applications to gain insights from data.By the end of this book, you'll have gained hands-on knowledge on evaluating and implementing the right model, along with choosing from different JS libraries, such as NaturalNode, brain, harthur, classifier, and many more to design smarter applications. What you will learn Get an overview of state-of-the-art machine learning Understand the pre-processing of data handling, cleaning, and preparation Learn Mining and Pattern Extraction with JavaScript Build your own model for classification, clustering, and prediction Identify the most appropriate model for each type of problem Apply machine learning techniques to real-world applications Learn how JavaScript can be a powerful language for machine learning Who This Book Is For This book is for you if you are a JavaScript developer who wants to implement machine learning to make applications smarter, gain insightful information from the data, and enter the field of machine learning without switching to another language. Working knowledge of JavaScript language is expected to get the most out of the book. Table of Contents Exploring the potential of Javascript Data Exploration Tour of machine learning algorithms Grouping with Clustering Algorithms Identify patterns with Classification Algorithms Applying Association Rule Algorithms Forecast with Regression Algorithms Artificial Neural Network Algorithms Deep Neural Network Natural Language Processing in practice Using Machine Learning on javascript Real-time applications Choosing the best algorithm for your application

    Clear and succinct, it provides comprehensive information on the competencies as required by the Fifth Edition the BACB(R) Task List. Going beyond the basic nuts and bolts of skill and knowledge requirements, the text prepares students for the day-to-day realities of the supervised practicum experience. It describes the process of locating a site, finding and working with supervisors and peers, and adhering to professional and ethical guidelines. Including seasoned advice on concluding the practicum, getting ready for the board exam, and developing a professional portfolio, this unique resource prepares behavior analyst trainees for employment and beyond.Real-life examples and case scenarios help students gain an in-depth understanding of requisite competencies. Abundant performance monitoring checklists and sample forms--conveniently downloadable--further reinforce knowledge. This book is also a useful resource for practicing behavior analysts guiding trainees under their supervision.Key Features: Delivers concise, structured guidance for students in behavior analysis training programsProvides practical tips on giving and receiving feedback as well as time management and communication skillsFocuses on the development of competencies and encompasses the BACB(R) Task ListCovers the full range of practicum experience, from orientation to skill development to post-certification employmentIncludes abundant checklists and forms, available for downloadIllustrated with practical examples and case scenariosIncludes free ebook with purchase of print book

    While Volume 1 is devoted to the theory and experiments, Volume 2 discusses what can be learned from gravitational waves in astrophysics and in cosmology, bysystematizing a large body of theoretical developments that have taken place over the last decades. The second volume also includes a detailed discussion of the first direct detections of gravitational waves. In the author's typical style, the theoretical results are generally derived afresh, clarifying or streamlining the existing derivations whenever possible, and providing a coherent and consistent picture of the field.The first volume of Gravitational Waves, which appeared in 2007, has established itself as the standard reference in the field. The scientific community has eagerly awaited this second volume. The recent direct detection of gravitational waves makes the topics in this book particularly timely.

    Charney & Nestler's Neurobiology ofMental Illness is an authoritative foundation for translating information from the laboratory to clinical treatment, and its fifth edition extends beyond this reference function to acknowledge and examine the controversies, different camps, and thoughts on the future of psychiatric diagnosis.In this wider context, this book provides information from numerous levels of analysis, including molecular biology and genetics, cellular physiology, neuroanatomy, neuropharmacology, epidemiology, and behavior. Sections and chapters are edited and authored by experts at the top of their fields. Noother book distills the basic science and underpinnings of mental disorders-and highlights practical clinical significance-to the scope and breadth of this classic text.In this edition, Section 1, which reviews the methods used to examine the biological basis of mental illness in animal and cell models and in humans, has been expanded to reflect critically important technical advances in complex genetics (including powerful sequencing technologies and relatedbioinformatics), epigenetics, stem cell biology, optogenetics, neural circuit functioning, cognitive neuroscience, and brain imaging. This range of established and emerging methodologies offer groundbreaking advances in our ability to study the brain as well as unique opportunities for thetranslation of preclinical and clinical research into badly needed breakthroughs in our therapeutic toolkit.Sections 2 through 7 cover the neurobiology and genetics of major psychiatric disorders: psychoses (including bipolar disorder), mood disorders, anxiety disorders, substance use disorders, dementias, and disorders of childhood onset. Also covered within these sections is a summary of currenttherapeutic approaches for these illnesses as well as the ways in which research advances are now guiding the search for new treatments. Each of these parts has been augmented in several different areas as a reflection of research progress.The last section, Section 8, reconfigured in this new edition, now focuses on diagnostic schemes for mental illness. This includes an overview of the unique challenges that remain in diagnosing these disorders given our still limited knowledge of disease etiology and pathophysiology. The sectionthen provides reviews of DSM-5(R), which forms the basis of psychiatric diagnosis in the United States for all clinical work, and of RDoC, which provides an alternative perspective on diagnosis in heavy use in the research community. Also included are chapters on future efforts toward precision andcomputational psychiatry, which promise to someday align diagnosis with underlying biological abnormalities.

    Contributions from authors around the world address the needs of most all readers, including how to provide the staff training necessary for a successful makerspace. Each chapter is written from an author's personal experience, and with only a little fine-tuning and imagination, many of these ideas can be used throughout all levels, disciplines, and subjects in K-12 education and carry over into higher education. The successes and optimism shared in this collection will inspire librarians and educators to think positively about how to implement maker learning locations, train staff, and use makerspaces in their libraries and classrooms to promote and share new ideas.

    PHP, mySQL, JavaScript, and other web-building languages serve as the foundation for application development and programming projects at all levels of the web.Dig into this all-in-one book to get a grasp on these in-demand skills, and figure out how to apply them to become a professional web builder. You'll get valuable information from seven handy books covering the pieces of web programming, HTML5 & CSS3, JavaScript, PHP, MySQL, creating object-oriented programs, and using PHP frameworks.Helps you grasp the technologies that power web applications Covers PHP version 7.2 Includes coverage of the latest updates in web development Perfect for developers to use to solve problems This book is ideal for the inexperienced programmer interested in adding these skills to their toolbox. New coders who've made it through an online course or boot camp will also find great value in how this book builds on what you already know.

    Within these pages are captivating stories of enslaved African and indigenous women who protest abuse; of women who defend themselves from charges of witchcraft, cross-dressing, and infanticide; of women who travel throughout the empire or are left behind by the men in their lives; and of women’s strategies for making a living in a world of cross-cultural exchanges. Jaffary and Mangan's excellent Introduction and annotations provide context and guide readers to think critically about crucial issues related to the intersections of gender with conquest, religion, work, family, and the law." —Sarah Chambers, University of Minnesota

    The application of social media and mobile communication is seamlessly integrated into the topics.This comprehensive and practical textbook is suitable for students seeking a career in marketing as well as marketing professionals globally.

    The contributors trace the careers of such writers as Anita Loos, Adela Rogers St. Johns, Lillian Hellman, Gene Gauntier, Eve Unsell and Ida May Park, and explore themes of their writing in classics like Gentlemen Prefer Blondes, Ben Hur, and It's a Wonderful Life.

    It helps students plot a careful path to understanding the core ideas and basics of differential geometry, as applied to general relativity, without overwhelming them. While the guide doesn't shy away from necessary technicalities, it emphasises the essential simplicity of the main physical arguments. Presuming a familiarity with special relativity (with a brief account in an appendix), it describes how general covariance and the equivalence principle motivate Einstein's theory of gravitation. It then introduces differential geometry and the covariant derivative as the mathematical technology which allows us to understand Einstein's equations of general relativity. The book is supported by numerous worked exampled and problems, and important applications of general relativity are described in an appendix.

    While suicide is commonly thought to be an understandable reaction to severe stress, it is actually an abnormal reaction to regular situations. Something more than unbearable stress is needed to explain suicide, and neuroscience shows what this is, how it is caused and how it can be treated. Professor Kees van Heeringen describes findings from neuroscientific research on suicide, using various approaches from population genetics to brain imaging. Compelling evidence is reviewed that shows how and why genetic characteristics or early traumatic experiences may lead to a specific predisposition that makes people vulnerable to triggering life events. Neuroscientific studies are yielding results that provide insight into how the risk of suicide may develop; ultimately demonstrating how suicide can be prevented.

    With the aid of the Python programming language, you'll learn how to visualize solutions to a range of math problems as you use code to explore key mathematical concepts like algebra, trigonometry, matrices, and cellular automata.Once you've learned the programming basics like loops and variables, you'll write your own programs to solve equations quickly, make cool things like an interactive rainbow grid, and automate tedious tasks like factoring numbers and finding square roots. You'll learn how to write functions to draw and manipulate shapes, create oscillating sine waves, and solve equations graphically.You'll also learn how to: - Draw and transform 2D and 3D graphics with matrices- Make colorful designs like the Mandelbrot and Julia sets with complex numbers- Use recursion to create fractals like the Koch snowflake and the Sierpinski triangle- Generate virtual sheep that graze on grass and multiply autonomously - Crack secret codes using genetic algorithmsAs you work through the book's numerous examples and increasingly challenging exercises, you'll code your own solutions, create beautiful visualizations, and see just how much more fun math can be!

    You’ll start by learning how to approach a cloud-focused penetration test and how to obtain the proper permissions to execute it; then, you’ll learn to perform reconnaissance on an Azure subscription, gain access to Azure Storage accounts, and dig into Azure’s Infrastructure as a Service (IaaS).You’ll also learn how to: Uncover weaknesses in virtual machine settings that enable you to acquire passwords, binaries, code, and settings files Use PowerShell commands to find IP addresses, administrative users, and resource details Find security issues related to multi-factor authentication and management certificates Penetrate networks by enumerating firewall rules Investigate specialized services like Azure Key Vault, Azure Web Apps, and Azure Automation View logs and security events to find out when you’ve been caught Packed with sample pentesting scripts, practical advice for completing security assessments, and tips that explain how companies can configure Azure to foil common attacks, Pentesting Azure Applications is a clear overview of how to effectively perform cloud-focused security tests and provide accurate findings and recommendations.

    This title includes innovative features designed to enhance student learning, including case studies, application scenarios, and links to video interviews with executives, all of which help instill in students a sense of ethical awareness and responsibility.

    In this richly illustrated book, Shannon's mathematical theory of information is used to explore the metabolic efficiency of neurons, with special reference to visual perception. Evidence from a diverse range of examples is used to show how information theory defines absolute limits on neural efficiency; limits which ultimately determine the neuroanatomical microstructure of the eye and brain. Written in an informal style, with a comprehensive glossary, tutorial appendices, and a list of annotated Further Readings, this book is an ideal introduction to the principles of neural information theory.

     Most architectural standards references contain thousands of pages of details, overwhelmingly more than architects need to know on any given day. In contrast, The Architecture Reference & Specification Book updated & revised distills the data provided in standard architectural volumes in an easy-to-use reference covering the most indispensable—and most requested—types of architectural information. The Reference & Specification Book series from Rockport Publishers offers students and practicing professionals in a range of creative industries must-have information in their area of specialty in an up-to-date, concise handbook.

    

    

    

    Adulthood in Children's Literature demonstrates how books for young readers evoke adulthood as a stage in life, enacted by adult characters, and in relationship with the construction of childhood. Employing age studies as a framework for analysis, this book covers a range of English and Dutch children's books published from 1970 to the present.Calling upon critical voices like Elisabeth Young-Bruehl, Margaret Morganroth Gullette, Peter Hollindale, Maria Nikolajeva and Lorraine Green, and the works of such authors as Babette Cole, Philip Pullman, Ted van Lieshout, Jacqueline Wilson, Salman Rushdie and Guus Kuijer, Joosen offers a fresh perspective on children's literature by focusing not on the child but the adult.

    

    It provides an introduction to the psychoanalytic affect theories of Sigmund Freud and Didier Anzieu and applies them theoretically and methodologically in a number of case studies. Johanssen argues that digital media fundamentally shape our subjectivities on affective and unconscious levels, and he critically analyses phenomena such as television viewing, Twitter use, affective labour on social media, and data-mining.How does watching television involve the body? Why are we so drawn to reality television?　 Why do we share certain things on social media and not others? How are bodies represented on social media? How do big data and data mining influence our identities? Can algorithms help us make better decisions?　These questions amongst others are addressed in the chapters of this wide-ranging book. Johanssen shows in a number of case studies how a psychoanalytic angle can bring new insights to audience studies and digital media research more generally. From audience research with viewers of the reality television show Embarrassing Bodies and how they unconsciously used it to work through feelings about their own bodies, to a critical engagement with Hardt and Negri's notion of affective labour and how individuals with bodily differences used social media for their own affective-digital labour, the book suggests that an understanding of affect based on Freud and Anzieu is helpful when thinking about media use. The monograph also discusses the perverse implications of algorithms, big data and data mining for subjectivities. In drawing on empirical data and examples throughout, Johanssen presents a compelling analysis of our contemporary media environment.

    

    Te text was composed by a scholar who belonged to the Kathaka Branch of the Yajur eda and who was also an adherent of the Vaisnava Pancaratra tradition. This is the only legal text that shows a deep influence of the bhakti tradition. Although the Visnu Smrti did not have as illustrious a life as the treatises of Manu and Yajnavalkya, we find it cited frequently in medieval legal digests. Indeed, unlike citations from other Dharmasastras, medieval authors regularly cite entire sections of this treatise, indicating that they were familiar with a text more or less identical to the one that has come down to us. Consisting of 100 chapters, the text is framed as a conversation between Goddess Earth and Visnu, with Earth requesting the dharma that should govern the lives of those belonging to the four varnas. Originally published in the Harvard Oriental Series, this Indian edition will hopefully make this important text available to a wider Indian audience of scholars and students.

    system of graduate education in science, technology, engineering, and mathematics (STEM) has served the nation and its science and engineering enterprise extremely well. Over the course of their education, graduate students become involved in advancing the frontiers of discovery, as well as in making significant contributions to the growth of the U.S. economy, its national security, and the health and well-being of its people. However, continuous, dramatic innovations in research methods and technologies, changes in the nature and availability of work, shifts in demographics, and expansions in the scope of occupations needing STEM expertise raise questions about how well the current STEM graduate education system is meeting the full array of 21st century needs. Indeed, recent surveys of employers and graduates and studies of graduate education suggest that many graduate programs do not adequately prepare students to translate their knowledge into impact in multiple careers.Graduate STEM Education for the 21st Century examines the current state of U.S. graduate STEM education. This report explores how the system might best respond to ongoing developments in the conduct of research on evidence-based teaching practices and in the needs and interests of its students and the broader society it seeks to serve. This will be an essential resource for the primary stakeholders in the U.S. STEM enterprise, including federal and state policymakers, public and private funders, institutions of higher education, their administrators and faculty, leaders in business and industry, and the students the system is intended to educate.

    Mathematical theories (formalized within first-order logic) give rise to geometric objects called sites; the passage from sites to their associated toposes embodies the passage from the logical presentation of theories to their mathematical content, i.e. from syntax to semantics.The essential ambiguity given by the fact that any topos is associated in general with an infinite number of theories or different sites allows to study the relations between different theories, and hence the theories themselves, by using toposes as 'bridges' between these different presentations. The expression or calculation of invariants of toposes in terms of the theories associated with them or their sites of definition generates a great number of results and notions varying according to the different types of presentation, giving rise to a veritable mathematical morphogenesis.

    Spanning the periods between its first inhabitants forty thousand years ago to the global market age of the twenty-first century, historian and teacher Athanasios Michaels provides a riveting historical narrative of the Beaver State that engages the struggles, victories, failures, and impacts human communities in Oregon have had upon each other and their natural environment, and asks the question of what the people today will do to face the challenges of tomorrow.

    Specifically, the book asks what influence such fascination had on the development and delineation of modern ideas around sexuality and physical impairment.Ranging from Greco-Roman times to the twenty-first century, Katherine Crawford brings together travel accounts, diplomatic records, and fictional sources, as well as existing scholarship, to demonstrate how early modern interlocutors reacted to and depicted castrates. She reveals how medicine and law operated to maintain the privileges of bodily integrity and created and extended prejudice against those without it. In consequence, castrates were constructed as gender deviant, disabled social subjects and demarcated as inferior. Early modern cultural loci then reinforced these perceptions, encouraging an othering of castrates in public contexts.These extensive, almost obsessive accounts of appearance, social propensities, and gender characteristics of castrated men reveal the historical lineages of sexual stigma and hostility towards gender non-normative and physically impaired persons. For Crawford, they are the roots of sexual and physical prejudices that remain embedded in the western experience today.

    This second version of the book focuses on Wireshark 2, which has already gained a lot of traction due to the enhanced features that it offers to users. By the end of this book, you'll know how to analyze the traffic, find patterns of various offending ...

    

    Regarding ancient cultures, including ancient Greece, a re-evaluation of women's mobility within the household and beyond it is currently taking place. This invites an informed analysis of female mobility in Greek myth, under the premise that myth may open a venue to social ideology and the imaginary.Female Mobility and Gendered Space in Ancient Greek Myth offers the first comprehensive analysis of this topic. It presents close readings of ancient texts, engaging with feminist thought and the 'mobility turn'. A variety of Olympian goddesses and mortal heroines are explored, and the analysis of their myths follows specific chronological considerations. Female mobility is presented in quite diverse ways in myth, reflecting cultural flexibility in imagining mobile goddesses and heroines. At the same time, the out-of-doors spaces that mortal heroines inhabit seem to lack a public or civic quality, with the heroines being contained behind 'glass walls'. In this respect, myth seems to reproduce the cultural limitations of ancient Greek social ideology on mobility, inviting us to reflect not only on the limits of mythic imagination but also on the timelessness of Greek myth.

    Visual recognition tasks, such as image classification, localization, and detection, are the core building blocks of many of these applications, and recent developments in Convolutional Neural Networks (CNNs) have led to outstanding performance in these state-of-the-art visual recognition tasks and systems. As a result, CNNs now form the crux of deep learning algorithms in computer vision. This self-contained guide will benefit those who seek to both understand the theory behind CNNs and to gain hands-on experience on the application of CNNs in computer vision. It provides a comprehensive introduction to CNNs starting with the essential concepts behind neural networks: training, regularization, and optimization of CNNs. The book also discusses a wide range of loss functions, network layers, and popular CNN architectures, reviews the different techniques for the evaluation of CNNs, and presents some popular CNN tools and libraries that are commonly used in computer vision. Further, this text describes and discusses case studies that are related to the application of CNN in computer vision, including image classification, object detection, semantic segmentation, scene understanding, and image generation. This book is ideal for undergraduate and graduate students, as no prior background knowledge in the field is required to follow the material, as well as new researchers, developers, engineers, and practitioners who are interested in gaining a quick understanding of CNN models.

    Top mitigation experts provide practical case studies, surveys, checklists, and appendices that are grounded in multi-professional scientific and clinical literatures. In addition to understanding the law and ethics of mitigation, you will learn how to: - Develop consistent arguments for life imprisonment--rather than death--and mitigated sentences in other criminal cases through effective storytelling and theme-building; - Build productive relationships with clients, witnesses, and experts; - Utilize the Capital Jury Project's empirical findings for successful jury selection and persuasion; - Develop robust case theories; - Collect and organize information crucial for compelling mitigation; - Create a winning mitigation team and employ the cutting-edge methodology of structured case review; and much more. This book will benefit seasoned defense professionals, while also providing crucial guidance for attorneys and professionals with limited or no experience in mitigation techniques.

    You'll discover how to identify and gather more than 100 of the most nutritious wild plants and useful herbs in the contiguous United States, prepare delicious recipes using your wild harvest, determine the identity of poisonous plants and poisonous look-alikes, and take charge of your personal health by making wild plants and herbs a part of your diet.

    As always, the Norton Anthology also provides helpful apparatus, beautiful illustrations, and a robust suite of digital resources--all at an affordable price. The ebook reflects the contents of the Shorter Fourth Edition and includes corresponding page numbers to each of the edition's two volumes.