Introductory statistics textbook with a focus on data science topics such as prediction, correlation, and data exploration Statistics for Data Science and Analytics is a comprehensive guide to statistical analysis using Python, presenting important topics useful for data science such as prediction, correlation, and data exploration. The authors provide an introduction to statistical science and big data, as well as an overview of Python data structures and operations. A range of statistical techniques are presented with their implementation in Python, including hypothesis testing, probability, exploratory data analysis, categorical variables, surveys and sampling, A/B testing, and correlation. The text introduces binary classification, a foundational element of machine learning, validation of statistical models by applying them to holdout data, and probability and inference via the easy-to-understand method of resampling and the bootstrap instead of using a myriad of “kitchen sink” formulas. Regression is taught both as a tool for explanation and for prediction. This book is informed by the authors’ experience designing and teaching both introductory statistics and machine learning at Statistics.com. Each chapter includes practical examples, explanations of the underlying concepts, and Python code snippets to help readers apply the techniques themselves. Statistics for Data Science and Analytics includes information on sample topics such as: Int, float, and string data types, numerical operations, manipulating strings, converting data types, and advanced data structures like lists, dictionaries, and sets Experiment design via randomizing, blinding, and before-after pairing, as well as proportions and percents when handling binary data Specialized Python packages like numpy, scipy, pandas, scikit-learn and statsmodels—the workhorses of data science—and how to get the most value from them Statistical versus practical significance, random number generators, functions for code reuse, and binomial and normal probability distributions Written by and for data science instructors, Statistics for Data Science and Analytics is an excellent learning resource for data science instructors prescribing a required intro stats course for their programs, as well as other students and professionals seeking to transition to the data science field.
In Remapping Second-Wave Feminism, Janet Allured attempts to reshape the national narrative by focusing on the grassroots women's movement in the South, particularly in Louisiana.
Value of a Life By: Janet Farmer-Selden “This is a fine piece of work and reminds me of the importance of “bearing witness.” History has a way of repeating itself when the real stories of tragedy are relegated to the annals of yesteryear. It was informative, emotional (a few Kleenex’s and colorful language were used). The words, construct, and style relays the importance of advocacy to change systems. I am reminded of how much of the burden for life and death decisions fall upon the family when the systems don’t work hard enough or fast enough to not only allow folks to live their destiny but to receive basic necessities. Heart-breaking, inspiring, and motivating all in one tragic story. I am fortified that the story is being told in such an impactful way.” - Christiano Sosa, Executive Director The Arc of Colorado In early August of 1974, the United States was reeling from the Watergate scandal and the eventual resignation of President Nixon. It was also the heart of the civil rights movement for the developmentally disabled. In a small town in Colorado, a ten-year old boy dies. As so eloquently stated in The Denver Post opinion piece on August 12, 1974: “It is a tragedy that people suffer and die and no one notices. So it was with Jules Farmer, ten, who died after he contracted shigellosis, a dangerous strain of diarrhea with its running epidemic through the (state run) school. Until parents finally could stand no more and began to expose problems at the (state run) facility.” This is Jules’ story—the story of his struggle to live life in a society that found no value in the lives of people with disabilities, and even less value in their deaths. It is a look at the value his life really had, and what value came with his death. It documents his parents struggle against the state and federal government, their work with the local and state chapters of the Association of Retarded Citizens, and the impact Jules’ life had on his family, community, and other residents in Ridge State Home in Colorado.
This issue of Primary Care: Clinics in Office Practice, guest edited by Dr. Janet Albers, is devoted to Psychiatric Care in Primary Care Practice. Articles in this issue include: Integrating Behavioral Health in the Medical Home Model – The Role of the Interdisciplinary Team; Behavioral Health in Prevention and Chronic Illness Management – Motivational Interviewing; Childhood Sexual Abuse and Mental Health Screening in Primary Care; Autism Spectrum/Pervasive Developmental Disorders; Pearls in Working with Patients Diagnosed with Personality Disorders; Psychopharmacology in Primary Care Settings; Depression: Screening, Diagnosis, Treatment Across Populations; Anxiety Disorders in Primary Care; Bipolar Disorder; Eating Disorders; Substance Abuse Screening and Treatment; Pain Medication Seeking Behavior; Psychiatric Emergencies; and Physician Wellness Across the Professional Continuum.
Originally published in 2005, To Be A Playwright is an insightful and detailed guide to the craft of playwriting. Part memoir and part how-to guide, this useful book outlines the tools and techniques necessary to the aspiring playwright. Comprised of a collection of memoirs and lectures which blend seamlessly to deliver a practical hands-on guide to playwriting, this book illuminates the elusive challenges confronting creators of dynamic expression and offers a roadmap to craft of playwrighting.
Riley propelled entomology from a collector’s parlor hobby of the nineteenth century to the serious study of insects in the Modern Age This definitive biography is the first full account of a fascinating American scientist whose leadership created the modern science of entomology that recognizes both the essential role of insects in natural systems and their challenge to the agricultural food supply that sustains humankind. Charles Valentine Riley: Founder of Modern Entomology tells the story of how Riley (1843–1895), a young British immigrant to America—with classical schooling, only a smattering of natural history knowledge, and with talent in art and writing but no formal training in science—came to play a key role in the reorientation of entomology from the collection and arrangement of specimens to a scientific approach to insect evolution, diversity, ecology, and applied management of insect pests. Drawing on Riley’s personal diaries, family records, correspondence, and publications, the authors trace Riley’s career as farm laborer, Chicago journalist, Missouri State Entomologist, chief federal entomologist, founder of the National Insect Collection, and initiator of the professional organization that became the Entomological Society of America. Also examined in detail are his spectacular campaigns against the Rocky Mountain Locust that stalled western migration in the 1870s, the Grape Phylloxera that threatened French vineyards in the 1870s and 80s, the Cotton Worm that devastated southern cotton fields after the Civil War, and the Cottony Cushion Scale that threatened the California citrus industry in the 1880s. The latter was defeated through importation of the Vedalia Beetle from Australia, the spectacular first example of biological control of an invasive insect pest by its introduced natural enemy. A striking figure in appearance and deed, Riley combined scientific, literary, artistic, and managerial skills that enabled him to influence every aspect of entomology. A correspondent of Darwin and one of his most vocal American advocates, he discovered the famous example of mimicry of the Monarch butterfly by the Viceroy, and described the intricate coevolution of yucca moths and yuccas, a complex system that fascinates evolutionary scientists to this day. Whether applying evolutionary theory to pest control, promoting an American silk industry, developing improved spray technologies, or promoting applied entomology in state and federal government and to the public, Riley was the central figure in the formative years of the entomology profession. In addition to showcasing his own renderings of the insects he investigated, this comprehensive account provides fresh insight into the personal and public life of an ingenious, colorful, and controversial scientist, who aimed to discover, understand, and outsmart the insects.
Diabetes is a chronic disease involving self-management by the patients. This book teaches providers the skills to translate and transfer complex medical information to empower patients to participate in making well-informed decisions about their own care on a daily basis, as directed by the American Diabetes Association. It provides the basic knowledge around the pathophysiology of diabetes, different management options including insulin management and calculations, information on how foods affect blood sugars and how to address cardiovascular risk factors. This book aims to change clinical outcomes through its unique presentation of information and its approach to awareness. Key Features Follows a unique approach in imparting techniques that bring long-term patient behaviour changes, making the provision of chronic disease management more efficient and satisfying Serves to help professionals in their day-to-day patient management to achieve better outcomes Addresses the area of need for primary care and helps to make well-informed decisions by understanding the essential cost of care
Nursing Research: Reading, Using, and Creating Evidence, Fifth Edition is a foundational text for teaching and learning the basics of creating and using evidence in nursing practice. Written in a conversational tone, the hallmark of this text is its readability and the author’s skillfulness in simplifying otherwise complex topics such as evidence-based care, qualitative and quantitative studies, and translation of research to practice. Nurses need to demonstrate proficiency in reading research, determining its use in their practice, and participating in the research process. The Fifth Edition is intuitively organized around the three main competencies - reading, using, and creating evidence - all of which enable the student to translate research into evidence in a practical way. This text is intended to teach and support the clinical practice of students, professional nurses returning to school, and practicing nurses that must apply evidence to patient care.
This handbook deals with the question of how people can best live and work with others who come from very different cultural backgrounds. Handbook of Intercultural Training provides an overview of current trends and issues in the field of intercultural training. Contributors represent a wide range of disciplines including psychology, interpersonal communication, human resource management, international management, anthropology, social work, and education. Twenty-four chapters, all new to this edition, cover an array of topics including training for specific contexts, instrumentation and methods, and training design.
This title is directed primarily towards health care professionals outside of the United States. It is a textbook of clinical skills that offers an excellent resource for all professionals providing care for children and young people. It presents a detailed step-by-step approach to clinical skills that may be used in both hospital and community settings. Each skill is presented with the evidence base required to ensure up-to-date safe practice. Chapters provide rationale for each step of the skill and are enhanced by diagrams and photographs to give the practitioner clear guidance and the confidence to perform unfamiliar skills. The accompanying PowerPoint presentations are a resource for both lecturers teaching clinical skills and individual students who are either encountering a skill for the first time or want to update their knowledge. • A step-by-step guide to the fundamental skills required for child health care which gives clear guidance to help master the skills • Incorporates the latest clinical guidelines to ensure the most up-to-date information is used enabling safe effective practice • Problem-based scenarios provide the opportunity to confirm knowledge and understanding of the skill. • Extensive PowerPoint presentations can be used for teaching or personal guided study in the classroom or skills laboratory. • Colour photos and video clips on the Evolve website present clear guidance on how to perform the skill
The village of Arlington Heights--beginning with the diligence and fortitude of William Dunton--is replete with stories of bitter hardship and exalting triumph. Originally named Dunton after its founder, the village's success was sealed by canny deal-making that brought a railroad through the middle of town. As the state of Illinois boomed, the village on the tracks flourished with agriculture, industry, transportation and an expanding population. From the influx of immigrants and industry to the resurrection of the Arlington Park Racetrack, read the compelling history of a small agricultural village's transformation into a thriving commercial district and the unique way in which its small-town charm and industrious spirit coexist.
From Janet Daily, bestselling author of the Americana romance series, comes the fourth book in her beloved Calder Saga. Ty Calder was a stranger to the mighty empire that was his legacy—the ranchlands that rose to meet the Montana skies. He learned the ways of ranch life from young Jessy, who knew the land like her own heart. But Ty worshiped dark, glamorous Tara, scion of the new “corporate West,” of vast power and big money. Tara lured Ty on, greedy to be mistress of the Calder kingdom. Yet when her world rushed in to plunder the fortune beneath the prairies, it was Jessy who fought for Ty, defying death to save a birthright that was Calder Born, Calder Bred.
Intended to help students learn to read and use research as a basis for nursing practice, this new nursing research textbook puts research into the context of evidence-based practice, helping students gain knowledge of research concepts while learning to apply them. The controversial style of the text minimizes the intimidating aspects of research to maximize understanding.
Roman Architecture casts new light not only on many familiar monuments of the city of Rome, but also on less well-known examples from across the Roman empire. Rome and its empire were fundamental to the development of western architecture, and its forms and motifs remain significant elements of our own built environments. Roman Architecture places the varied architecture of ancient Rome, from its humble apartment blocks to its grand public structures, within the broader context of Roman society. It takes as its starting point the writings of the Roman architect Vitruvius, as one voice in a broader contemporary debate about the nature and value of architecture. What did the Romans themselves think architecture was for? What was built, by whom and why? How was architecture represented in text and image? The interplay of type and variation that are the hallmark Roman architecture are here traced back to the human actions and choices from which they originated. Janet DeLaine explores how the desires of patrons for novelty and individuality were met by architects and builders working within the practical constraints of available materials and the moral prescriptions of religious and social norms to create new forms. Ranging from early Rome to the late empire, this volume casts new light on many familiar monuments of the city of Rome, but also on less well-known examples from across the empire. Through an examination of the key types of buildings at the heart of Roman society and their decoration, it reveals the symbolic meaning of architecture in terms of competitive power displays and commemoration, and it explores how architecture helped to define being 'Roman' at different times and in different places of the empire.
Small Animal Distal Limb Injuries provide the small and mixed animal practitioner with a definitive but practical, step-by-step guide to the management of soft tissue, orthopedic and athletic injuries of the distal limbs in dogs and cats.Includes specific coverage of injuries that occur from the carpal/tarsal areas to the digits of dogs and cats. A
A comprehensive guide to activities the whole family can enjoy! Black and Schwartz have explored the great city of Atlanta and the surrounding area and compiled a thorough guide of activities -- from amusement parks to museums -- to entertain and educate children of all ages. The authors have visited each location with their children to give you complete information on each attraction -- including directions, admission costs, hours of operation, and special items of interest.
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