Data Science: A First Introduction focuses on using the R programming language in Jupyter notebooks to perform data manipulation and cleaning, create effective visualizations, and extract insights from data using classification, regression, clustering, and inference.The text emphasizes workflows that are clear, reproducible, and shareable, and includes coverage of the basics of version control. All source code is available online, demonstrating the use of good reproducible project workflows.Based on educational research and active learning principles, the book uses a modern approach to R and includes accompanying autograded Jupyter worksheets for interactive, self-directed learning. The book will leave readers well-prepared for data science projects.The book is designed for learners from all disciplines with minimal prior knowledge of mathematics and programming. The authors have honed the material through years of experience teaching thousands of undergraduates in the University of British Columbia’s DSCI100: Introduction to Data Science course.
Data Science: A First Introduction focuses on using the R programming language in Jupyter notebooks to perform data manipulation and cleaning, create effective visualizations, and extract insights from data using classification, regression, clustering, and inference.The text emphasizes workflows that are clear, reproducible, and shareable, and includes coverage of the basics of version control. All source code is available online, demonstrating the use of good reproducible project workflows.Based on educational research and active learning principles, the book uses a modern approach to R and includes accompanying autograded Jupyter worksheets for interactive, self-directed learning. The book will leave readers well-prepared for data science projects.The book is designed for learners from all disciplines with minimal prior knowledge of mathematics and programming. The authors have honed the material through years of experience teaching thousands of undergraduates in the University of British Columbia’s DSCI100: Introduction to Data Science course.
This book explores the experiences of LGBTQ+ parented families in school communities and provides a voice for this overlooked group who are becoming an increasingly common form of family diversity in school communities. Approaching the topic from a strength-based psychological perspective, the book presents LGBTQ+ parents’ suggestions for school improvements and supportive structures and provides empirical evidence to inform future LGBTQ+ inclusive educational policy. Research based yet practically focused, it will be a valuable resource for researchers, students and education professionals alike.
This book explores the experiences of LGBTQ+ parented families in school communities and provides a voice for this overlooked group who are becoming an increasingly common form of family diversity in school communities. Approaching the topic from a strength-based psychological perspective, the book presents LGBTQ+ parents’ suggestions for school improvements and supportive structures and provides empirical evidence to inform future LGBTQ+ inclusive educational policy. Research based yet practically focused, it will be a valuable resource for researchers, students and education professionals alike.
In 2009, the National Academy of Sciences (NAS) authored the report Strengthening Forensic Science in the United States: A Path Forward. In it, the Committee expressed the need for accreditation and certification. Accreditation, long recognized by public labs as an important benchmark in quality, was recognized as an important way to standardize laboratories that provide forensic services. Certification can play an important role as a method of oversight in the forensic sciences—something also recommended by the - National Commission on Forensic Science in October 2014.The Complete Guide to the ABC's Molecular Biology is a professional certification examination preparation text for forensic scientists taking the American Board of Criminalistics Examination in Molecular Biology. The book serves as a resource for forensic scientists—who are facing more and more pressure to become certified—to support them in their pursuit of forensic certification. In the years since the NAS report was published, there has been increased discussion of forensic certification requirements. ABC’s Molecular Biology exam is a quality certification, and learning the concepts for it will invariably help any professional working in the field. The book prepares readers in all relevant topic areas, including: accreditation, safety, biological screen principles, anatomy and cell biology, crime scene and evidence handling, concepts in genetics, biochemistry, statistics, DNA evidence, and DNA testing. The book will be particularly helpful for forensic science laboratory technicians, police and investigations professionals, forensic serology and DNA analysts, attorneys, and forensic science students. This study guide follows the guidelines for the exam and presents all the information necessary to prepare individuals to pass the exam.
Control, Conquer, and Prevail Everybody's biased. The truth is, we all harbor unconscious assumptions that can get in the way of our good intentions and keep us from building authentic relationships with people different from ourselves. Tiffany Jana and Matthew Freeman use vivid stories and fun (yes, fun ) exercises and activities to help us reflect on our personal experiences and uncover how our hidden biases are formed. By becoming more self-aware, we can control knee-jerk reactions, conquer fears of the unknown, and prevail over closed-mindedness. In the end, Jana and Freeman's central message is that you are not the problem-but you can be the solution.
Making Shakespeare is a lively introduction to the major issues of the stage and print history, whilst also raising questions about what a Shakespeare play actually is. Tiffany Stern reveals how London, the theatre, the actors and the way in which the plays were written and printed all affect the 'Shakespeare' that we now read. Concentrating on the instability and fluidity of Shakespeare's texts, her book discusses what happened to a manuscript between its first composition, its performance on stage and its printing, and identifies traces of the production system in the plays we read. She argues that the versions of Shakespeare that have come down to us have inevitably been formed by the contexts from which they emerged; being shaped by, for example, the way actors received and responded to their lines, the props and music used in the theatre, or the continual revision of plays by the playhouses and printers. Allowing a fuller understanding of the texts we read and perform, Making Shakespeare is the perfect introduction to issues of stage and page. A refreshingly clear, accessible read, this book will allow even those with no expert knowledge to begin to contextualize Shakespeare's plays for themselves, in ways both old and new.
Making Shakespeare is a lively introduction to the major issues of the stage and print history, whilst also raising questions about what a Shakespeare play actually is. Tiffany Stern reveals how London, the theatre, the actors and the way in which the plays were written and printed all affect the 'Shakespeare' that we now read. Concentrating on the instability and fluidity of Shakespeare's texts, her book discusses what happened to a manuscript between its first composition, its performance on stage and its printing, and identifies traces of the production system in the plays we read. She argues that the versions of Shakespeare that have come down to us have inevitably been formed by the contexts from which they emerged; being shaped by, for example, the way actors received and responded to their lines, the props and music used in the theatre, or the continual revision of plays by the playhouses and printers. Allowing a fuller understanding of the texts we read and perform, Making Shakespeare is the perfect introduction to issues of stage and page. A refreshingly clear, accessible read, this book will allow even those with no expert knowledge to begin to contextualize Shakespeare's plays for themselves, in ways both old and new.
In the late 1970s, South African mental institutions were plagued with scandals about human rights abuse, and psychiatric practitioners were accused of being agents of the apartheid state. Between 1939 and 1994, some psychiatric practitioners supported the mandate of the racist and heteropatriarchal government and most mental patients were treated abysmally. However, unlike studies worldwide that show that women, homosexuals and minorities were institutionalized in far higher numbers than heterosexual men, Psychiatry, Mental Institutions and the Mad in Apartheid South Africa reveals how in South Africa, per capita, white heterosexual males made up the majority of patients in state institutions. The book therefore challenges the monolithic and omnipotent view of the apartheid government and its mental health policy.While not contesting the belief that human rights abuses occurred within South Africa’s mental health system, Tiffany Fawn Jones argues that the disparity among practitioners and the fluidity of their beliefs, along with the disjointed mental health infrastructure, diffused state control. More importantly, the book shows how patients were also, to a limited extent, able to challenge the constraints of their institutionalization. This volume places the discussions of South Africa’s mental institutions in an international context, highlighting the role that international organizations, such as the Church of Scientology, and political events such as the gay rights movement and the Cold War also played in shaping mental health policy in South Africa.
Since the late 1970s human remains in museum collections have been subject to claims and controversies, such as demands for repatriation by indigenous groups who suffered under colonization. These requests have been strongly contested by scientists who research the material and consider it unique evidence. This book charts the influences at play on the contestation over human remains and examines the construction of this problem from a cultural perspective. It shows that claims on dead bodies are not confined to once colonized groups. A group of British Pagans, Honouring the Ancient Dead, formed to make claims on skeletons from the British Isles, and ancient human remains, bog bodies and Egyptian mummies, which have not been requested by any group, have become the focus of campaigns initiated by members of the profession, at times removed from display in the name of respect. By drawing on empirical research including extensive interviews with the claims-making groups, ethnographic work, document, media, and policy analysis, Contesting Human Remains in Museum Collections demonstrates that strong internal influences do in fact exist. The only book to examine the construction of contestation over human remains from a sociological perspective, it advances an emerging area of academic research, setting the terms of debate, synthesizing disparate ideas, and making sense of a broader cultural focus on dead bodies in the contemporary period.
In the late 1970s, South African mental institutions were plagued with scandals about human rights abuse, and psychiatric practitioners were accused of being agents of the apartheid state. Between 1939 and 1994, some psychiatric practitioners supported the mandate of the racist and heteropatriarchal government and most mental patients were treated abysmally. However, unlike studies worldwide that show that women, homosexuals and minorities were institutionalized in far higher numbers than heterosexual men, Psychiatry, Mental Institutions and the Mad in Apartheid South Africa reveals how in South Africa, per capita, white heterosexual males made up the majority of patients in state institutions. The book therefore challenges the monolithic and omnipotent view of the apartheid government and its mental health policy.While not contesting the belief that human rights abuses occurred within South Africa’s mental health system, Tiffany Fawn Jones argues that the disparity among practitioners and the fluidity of their beliefs, along with the disjointed mental health infrastructure, diffused state control. More importantly, the book shows how patients were also, to a limited extent, able to challenge the constraints of their institutionalization. This volume places the discussions of South Africa’s mental institutions in an international context, highlighting the role that international organizations, such as the Church of Scientology, and political events such as the gay rights movement and the Cold War also played in shaping mental health policy in South Africa.
Ashton Garrison walked away from her current life to escape the one thing she's unwilling to face. She knows her decision may be selfish, but in the end, leaving will be far less painful for everyone. Now she has one goal: live life to the fullest with no regrets and no attachments. What Ashton doesn't count on is how fate always seems to find a way to screw up any good plan. Nathan Lockton specializes in locating a mark. He's done it over and over again--no attachments and no emotion necessary. What he thought was a routine lost-and-found job has forced Nathan to deal with something he has always ignored--his feelings. He's never fallen for a target, yet he's never met anyone like Ashton. Now deep in a dilemma, Nathan must decide to follow his heart, or complete the job he was hired to do. Love can come when you least expect it. The question is: If the odds are stacked against you, how far are you willing to go for the one you love?
Just when she thought things were going up... Two years after a devastating breakup, Brittni Mitchell has moved on from Justin Avery--or so she tells herself. But when she returns to Seattle for her best friend's engagement party, Brittni finds herself the victim of a disastrously timed elevator breakdown. She's trapped with the last person she wants to face, and forced to recount the past she desperately wants to forget. She's going to have to look back... When Brittni left her podunk hometown for a big city college experience at the University of Washington, hooking up with a guy like Justin Avery was not part of her plan. Between Justin's attention-grabbing tattoos, cigarette smoking, and bad boy attitude Brittni quickly chalked him up as "Mr. Wrong." But his charm was unrelenting, and Brittni's decision to give Justin a chance quickly turned into the worst choice she ever made. So that she might be able to move forward. Now she's stuck with Justin--literally--and the complicated web of misunderstandings that tied up the truth for two years is about to unravel.
When everything starts spinning out of control . . . Three years into college, Tressa Oliver's life is a nonstop party. She's skating by in her classes, and there's no shortage of drinking, dancing, and general hell-raising. The only aspect that hasn't been much fun: She can't shake the toxic jerks that always seem to gravitate toward her. It will take someone totally wrong . . . Trent James is the classic anti-bad boy: smart, boring, and way too serious. To a wild girl like Tressa, there's no way in hell they're compatible--especially since Trent seems to see straight through her defenses. To set her right. When a college prank goes terribly wrong, Tressa starts to suspect that her partying ways are leading nowhere fast. Now she has to turn to the last person she ever thought she'd ask for help--and quickly discovers that there's more to Trent than meets the eye . . .
In the new series by the bestselling author of the Woodfalls Girls novels, six friends--fresh from high school graduation--discover that the future can come at you from out of nowhere. This is Mackenzie's story... Mackenzie Wilson once had hope for what life had to offer, but everything changed on the night of her graduation. A year later, the only way she can find comfort is by keeping her head down and hoping she remains unnoticed at college. When Bentley James discovered Mac in that twisted SUV, he was just a newbie EMT on his first call. It was a gut-wrenching moment that made him realize not everyone can be saved--and sometimes they don't want to be. A chance encounter on campus brings Bentley back into Mac's life. Despite her initial resistance, he sets out to discover the girl hiding beneath a shield of seclusion. He evokes painful memories in Mac--but also feelings. As the spark between them grows, Mac must decide if she can let go of the past and believe in something as fragile as love...
Written by the Director of the world-renowned Touch Research Institutes, this book examines the practical applications of important massage therapy research findings. Each chapter of this comprehensive resource provides a clear and authoritative review of what is reliably known about the effects of touch for a variety of clinical conditions such as depression, pain management, movement problems, and functioning of the immune system. Coverage also includes the benefits of massage to specific populations such as pregnant women, neonates, infants, and adolescents. This book is suitable for massage therapists (including Shiatsu practitioners), aromatherapists, chiropractors, osteopaths, physical therapists, and nurses. Provides a thorough yet concise review of recent research related to the importance of touch. Offers practical guidance to healthcare professionals whose work involves physical contact with patients. . Becomes a new book as new studies will be incorporated. . Research techniques, not previously included.
Learn pharmacology from the text designed specifically for surgical technologists! Pharmacology for the Surgical Technologist, 6th Edition prepares you to work in an operating room by providing an in-depth understanding of surgical medications. It covers everything a surgical technologist needs to know, including basic pharmacology, dosage calculations, safe handling of medications, terminology, and drug effects and side effects. For Surgical First Assistant courses, many chapters include coverage of advanced practice. Written by a surgical technology educator and a practicing surgical technologist, this book covers all areas of pharmacology and anesthesia that are designated in the AST Core Curriculum for Surgical Technology. Pharmacology content is specifically tailored to meet the unique needs of the Surgical Technologist and includes all areas designated in the AST Core Curriculum for Surgical Technology. Chapter study questions help you measure your knowledge and apply learning to practice, while also serving as a review tool for classroom and certification exams. Advanced practice content, centering on issues specific to the Surgical First Assistant, provides you with information to help advance your career and keep this text as a professional reference. Caution feature boxes focus attention on drug and surgical safety issues, while Insight boxes provide in-depth, cutting-edge information on specific products, procedures, and processes in the operating room. Additional learning features include Tech Tips from experts, Notes that simplify difficult concepts, Quick Question boxes that quiz you on foundational knowledge, and Make It Simple boxes that review medical terminology. Comprehensive glossary supports key terms highlighted throughout the text. NEW! Content updates reflect the most recent version of the AST Core Curriculum for Surgical Technology, including new information on anesthesia, specifically patient monitoring devices, airway management, complications, and routes of administration. NEW! Chapter review questions on the Evolve companion website offer extra opportunity for you to assess your knowledge.
When Truly Plaice's mother was pregnant, the town of Aberdeen joined together in betting how recordbreakingly huge the baby boy would ultimately be. The girl who proved to be Truly paid the price of her enormity; her father blamed her for her mother's death in childbirth, and was totally ill-equipped to raise either this giant child or her polar opposite sister Serena Jane, the epitome of femine perfection. When he, too, relinquished his increasingly tenuous grip on life, Truly and Serena Jane are separated--Serena Jane to live a life of privilege as the future May Queen and Truly to live on the outskirts of town on the farm of the town sadsack, the subject of constant abuse and humiliation at the hands of her peers.Serena Jane's beauty proves to be her greatest blessing and her biggest curse, for it makes her the obsession of classmate Bob Bob Morgan, the youngest in a line of Robert Morgans who have been doctors in Aberdeen for generations. Though they have long been the pillars of the community, the earliest Robert Morgan married the town witch, Tabitha Dyerson, and the location of her fabled shadow book--containing mysterious secrets for healing and darker powers--has been the subject of town gossip ever since. Bob Bob Morgan, one of Truly's biggest tormentors, does the unthinkable to claim the prize of Serena Jane and changes the destiny of all Aberdeen from then on.When Serena Jane flees town and a loveless marriage to Bob Bob, it is Truly who must become the woman of a house that she did not choose and mother to her eight-year-old nephew Bobbie. Truly's brother-in-law is relentless and brutal; he criticizes her physique and the limitations of her health as a result, and he degrades her more than any one human could bear. It is only when Truly finds her calling--the ability to heal illness with herbs and naturopathic techniques--hidden within the folds of Robert Morgan's family quilt, that she begins to regain control over her life and herself. Unearthed family secrets, however, will lead to the kind of betrayal that will eventually break the Morgan family apart forever, but Truly's reckoning with her own demons allows for both an uprooting of Aberdeen County, and the possibility of love in unexpected places.
A visual and creative feast for anyone who wants to imagine and build a more beautiful life. Stylist, designer, HGTV star and fairy godmother of glitter, Tiffany Pratt looks at the world as a blank canvas. With every choice she is presented or every decision she makes, she does it with one mantra in mind: that this--whatever "this" is--can be beautiful. Whether it's sprucing up some old wallpaper, rejuvenating your bedsheets, turning an accidental bleach stain into a multicolored sensation, or even hosting a party and re-thinking how you make lootbags, Tiffany's creative energy is fantastically contagious. In her much anticipated debut, Tiffany brings her vivacious attitude directly to readers, crafters, designers and DIY-ers. She'll guide you through over 45 creative and straightforward projects that will beautify your home, wardrobe, beauty routine, travel style and more. Whatever your taste, crafting skill, budget, or time, you'll find a project that inspires you to make Tiffany's visions your own.Break out the glitter, paintbrushes and colored duct tape Let Tiffany empower you to create the styled life you want using what you already have. All it takes is a little effort, some love, and a bit of hot glue."
