Machine Learning for Biomedical Applications: With Scikit-Learn and PyTorch presents machine learning techniques most commonly used in a biomedical setting. Avoiding a theoretical perspective, it provides a practical and interactive way of learning where concepts are presented in short descriptions followed by simple examples using biomedical data. Interactive Python notebooks are provided with each chapter to complement the text and aid understanding. Sections cover uses in biomedical applications, practical Python coding skills, mathematical tools that underpin the field, core machine learning methods, deep learning concepts with examples in Keras, and much more. This accessible and interactive introduction to machine learning and data analysis skills is suitable for undergraduates and postgraduates in biomedical engineering, computer science, the biomedical sciences and clinicians. - Gives a basic understanding of the most fundamental concepts within machine learning and their role in biomedical data analysis. - Shows how to apply a range of commonly used machine learning and deep learning techniques to biomedical problems. - Develops practical computational skills needed to implement machine learning and deep learning models for biomedical data sets. - Shows how to design machine learning experiments that address specific problems related to biomedical data
Why does organizational behavior matter - isn’t it just common sense? Organizational Behavior: A Skill-Building Approach helps students answer this by providing insight into OB concepts and processes through an interactive skill-building approach. Translating the latest research into practical applications and best practices, authors Christopher P. Neck, Jeffery D. Houghton, and Emma L. Murray unpack how managers can develop their managerial skills to unleash the potential of their employees. The text examines how individual characteristics, group dynamics, and organizational factors affect performance, motivation, and job satisfaction, providing students with a holistic understanding of OB. Packed with critical thinking opportunities, experiential exercises, and self-assessments, the new Second Edition provides students with a fun, hands-on introduction to the fascinating world of OB.
Autism and COVID-19 both reviews the existing literature and presents new findings from a survey distributed to autistics and parents of autistics during the pandemic, all of which offer a unique and timely contribution to researchers, academics, practitioners, and those working with autistics and their families.
Since the beginning in 1943, the mission of the Gamma Sigma Omega Chapter of Alpha Kappa Alpha Sorority has been to cultivate scholastic and ethical standards, to promote unity and friendship among college women, and to be of service to all mankind. Timeless Service in Gamma Sigma Omega Chapter chronicles the history of the women who sojourned in the life of one chapter of the first Black female Greek letter organization and the events that impacted their journey in Savannah, Georgia, from 1943 to 2012. Emma Jean Hawkins Conyers, former president of the GSO Chapter, begins with the story of Adeline Graham, a white philanthropist who bequeathed funds to the chapter for use in establishing an orphanage for Negro children, and reveals how the chapter responded to the challenge. As she continues the chapter's history through the years, Conyers shares notable details on members, awards, community projects, and events that helped to preserve a legacy that endures to this day. Timeless Service in Gamma Sigma Omega Chapter captures the spirit of unity, sisterhood, and service that still drives the sorority to fulfill the mission after commencing nearly seven decades ago.
Extreme Killing offers you a comprehensive overview of multiple homicide, including both serial and mass murder. Filled with classic and contemporary case studies, this fully updated Fourth Edition reflects a growing concern for specific types of multiple homicides—indiscriminate public massacres, terrorist attacks, hate crimes, and school shootings—as well as largely debated issues such as gun control and mental illness. Renowned experts and authors in the field, James Alan Fox, Jack Levin, and Emma Fridel bring their years of research and experience to create distinctions between serial and mass murders, address characteristics of both killers and their victims, and recognize the special concerns around multiple murder victims and their survivors. You will examine the latest theories of criminal behavior and apply them to mass and serial murderers from around the world, such as the mass shooting at a country music festival in Las Vegas, the Grim Sleeper in Los Angeles, the Pulse nightclub massacre in Orlando, the shooting of nine African Americans by a white supremacist in a Charleston church, and more.
Management, Third Edition introduces students to the planning, organizing, leading, and controlling functions of management with an emphasis on how managers can cultivate an entrepreneurial mindset. The text includes 34 cases profiling a wide range of companies including Lululemon, Nintendo, Netflix, Trader Joe’s, and the NBA. Authors Christopher P. Neck, Jeffrey D. Houghton, and Emma L. Murray use a variety of examples, applications, and insights from real-world managers to help students develop the knowledge, mindset, and skills they need to succeed in today’s fast-paced, dynamic workplace. This title is accompanied by a complete teaching and learning package. Contact your SAGE representative to request a demo. Digital Option / Courseware SAGE Vantage is an intuitive digital platform that delivers this text’s content and course materials in a learning experience that offers auto-graded assignments and interactive multimedia tools, all carefully designed to ignite student engagement and drive critical thinking. Built with you and your students in mind, it offers simple course set-up and enables students to better prepare for class. Learn more. Assignable Video with Assessment Assignable video (available with SAGE Vantage) is tied to learning objectives and curated exclusively for this text to bring concepts to life. Watch a sample video now. Assignable Self-Assessments Assignable self-assessments (available with SAGE Vantage) allow students to engage with the material in a more meaningful way that supports learning. LMS Cartridge Import this title’s instructor resources into your school’s learning management system (LMS) and save time. Don’t use an LMS? You can still access all of the same online resources for this title via the password-protected Instructor Resource Site. Learn more.
What is care and who is paying for it? Every one of us will need care at some point in life: social care, healthcare, childcare, eldercare. In the shadow of COVID-19, care has become the most urgent topic of our times. But our care systems are in crisis. Concern for the most vulnerable has been overtaken by an obsession with profits and productivity. How did we end up here? In an era of economic turmoil, lower birth rates and increased life expectancy mean a larger proportion of the population than ever before is of retirement age. As a result, more people need care, and their numbers are rising. Yet, despite the demand, public services continue to be cut and sold off. Those most in need are left to fend for themselves. In this groundbreaking book, Emma Dowling charts the multifaceted nature of care in the modern world, from the mantras of self-care and what they tell us about our anxieties to the state of the social care system. The Care Crisis examines the ways that profitability and care are played off against each other, exposing the impacts of financialisation and austerity. Dowling charts the current experiments in short-term solutions now taking place. In a new afterword, she examines the care crisis through the lens of the Covid-19 pandemic, revealing the devastating consequences of a collision between an ongoing care crisis and the coronavirus.
From South Park to Kathy Acker, and from Lars Von Trier to Sex and the City, women's sexual organs are demonized. Rees traces the fascinating evolution of this demonization, considering how calling the 'c-word' obscene both legitimates and perpetuates the fractured identities of women globally. Rees demonstrates how writers, artists, and filmmakers contend with the dilemma of the vagina's puzzlingly 'covert visibility'. In our postmodern, porn-obsessed culture, vaginas appear to be everywhere, literally or symbolically but, crucially, they are as silenced as they are objectified. The Vagina: A Literary and Cultural History examines the paradox of female genitalia through five fields of artistic expression: literature, film, TV, visual, and performance art. There is a peculiar paradox – unlike any other – regarding female genitalia. Rees focuses on this paradox of what is termed the 'covert visibility' of the vagina and on its monstrous manifestations. That is, what happens when the female body refuses to be pathologized, eroticized, or rendered subordinate to the will or intention of another? Common, and often offensive, slang terms for the vagina can be seen as an attempt to divert attention away from the reality of women's lived sexual experiences such that we don't 'look' at the vagina itself – slang offers a convenient distraction to something so taboo. The Vagina: A Literary and Cultural History is an important contribution to the ongoing debate in understanding the feminine identity
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