This book will allow the medical learner to identify and acknowledge bias in the medical setting through the eyes of patients, medical professionals, and content experts who discuss their experiences with this subject. Learners will use self-assessment via the Implicit Bias Test created by Harvard University's Project Implicit, and reflection through knowledge checks, to solidify learning. It is written in dedication to our future medical professionals and patients we care for with the hopes of cultivating compassion through self-knowledge and awareness.

Pharo is an open-source, elegant and pure object-oriented language that supports truly immersive and life programming experience. Pharo offers excellent tools such as hot-debuggers and on the fly code update that change the programming experience. More at http://www.pharo.org.
Pharo is a powerful language and IDE that companies use to deliver complex business-effective applications. More at: http://www.pharo.org/success

In Pharo everything is an object, and anything can change at run-time under your fingers. Pharo is written in itself you can explore a complete world. You can feel and talk to objects. But Pharo does not stop there, with Pharo you can improve your object-oriented skills by rediscovering the essence of object-oriented programming. Pharo by Example 50, intended for both students and developers, will guide you gently through the Pharo language and environment by means of a series of examples and exercises. This book is available under the Creative Commons Attribution-ShareAlike 3.0 license.

This workbook is designed to give students in communication sciences and disorders foundational knowledge in Phonetics. Students will learn to listen and transcribe the speech of typically developing speakers of Standard American English in the International Phonetic Alphabet (IPA). Students will also learn how to listen and transcribe the speech of individuals with common speech sound disorders (i.e., residual articulation disorders and phonological disorders). Students will also be introduced to the fundamentals of speech science and spectrograms as they pertain to speech sound production. Written by April M. Yorke, PhD, CCC-SLP with her students Alyssa Mahler, Carley Shermak, and Emily Sternad.

Most books that use MATLAB are aimed at readers who know how to program. This book is for people who have never programmed before. As a result, the order of presentation is unusual. The book starts with scalar values and works up to vectors and matrices very gradually. This approach is good for beginning programmers, because it is hard to understand composite objects until you understand basic programming semantics.

Short Description:
This book offers a wealth of instructional material on the topic of research article writing for publication and thesis or dissertation completion. The text provides graduate student writers with helpful information, strategies, and tips on navigating disciplinary writing in their fields and how to understand, dissect, and ultimately, construct their own research article. The text is organized according to a standard research article format, breaking down each section of the empirical research in a simple and straightforward manner to help graduate students build a quality, argument-driven manuscript as they write up their empirical study findings.

Long Description:
This book offers a wealth of instructional material on the topic of research article writing for publication and thesis or dissertation completion. The text provides graduate student writers with helpful information, strategies, and tips on navigating disciplinary writing in their fields and how to understand, dissect, and ultimately, construct their own research article. The text is organized according to a standard research article format, breaking down each section of the empirical research in a simple and straightforward manner to help graduate students build a quality, argument-driven manuscript as they write up their empirical study findings.

Word Count: 48652

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Short Description:
Now available in print at Amazon.com and via the OSU Press! Data Dashboard

Long Description:
A Primer for Computational Biology aims to provide life scientists and students the skills necessary for research in a data-rich world. The text covers accessing and using remote servers via the command-line, writing programs and pipelines for data analysis, and provides useful vocabulary for interdisciplinary work. The book is broken into three parts: Introduction to Unix/Linux: The command-line is the “natural environment” of scientific computing, and this part covers a wide range of topics, including logging in, working with files and directories, installing programs and writing scripts, and the powerful “pipe” operator for file and data manipulation. Programming in Python: Python is both a premier language for learning and a common choice in scientific software development. This part covers the basic concepts in programming (data types, if-statements and loops, functions) via examples of DNA-sequence analysis. This part also covers more complex subjects in software development such as objects and classes, modules, and APIs. Programming in R: The R language specializes in statistical data analysis, and is also quite useful for visualizing large datasets. This third part covers the basics of R as a programming language (data types, if-statements, functions, loops and when to use them) as well as techniques for large-scale, multi-test analyses. Other topics include S3 classes and data visualization with ggplot2.

Word Count: 111597

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Short Description:
This book provides an overview of the field of natural language processing and recently developed methods, presuming only knowledge of computing with data structures.

Long Description:
This book allows a reader with a background in computing to quickly learn about the principles of human language and computational methods for processing it. The book discusses what natural language processing (NLP) is, where it is useful, and how it can be deployed using modern software tools. It covers the core topics of modern NLP, including an overview of the syntax and semantics of English, benchmark tasks for computational language modelling, and higher level tasks and applications that analyze or generate language. It takes the perspective of a computer scientist. The primary themes are abstraction, data, algorithms, applications and impacts. It also includes history and trends that are important for understanding why things have been done the way that they have.

Word Count: 70048

ISBN: 978-1-7376595-1-8

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Word Count: 9275

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Short Description:
Producción de Noticias Televisivas en Español en Estados Unidos de América es el primer Recurso Educativo Abierto (REA) dedicado exclusivamente al tema. Este REA expone la terminología empleada en las salas de redacción, facilita el entendimiento de la profesión y presenta ejemplos reales que conllevan al mejoramiento de la educación y la producción de noticias televisivas estadounidenses.

Word Count: 17565

ISBN: 978-1-64816-985-4

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Digital accessibility skills are in high demand, as the world becomes more aware of barriers in digital content that prevent some people from participating in a digital society. These are essential skills for web developers, and essential knowledge for organizations that want to ensure their web content is reaching the broadest audience possible.

Unlike some other textbooks, this one does not follow a top-down narrative. Rather it has the flow of a conversation, with backtracking. We will often build up programs incrementally, just as a pair of programmers would. We will include mistakes, not because I don’t know the answer, but because this is the best way for you to learn. Including mistakes makes it impossible for you to read passively: you must instead engage with the material, because you can never be sure of the veracity of what you’re reading.

The main programming language used in this book is Racket. Like with all operating systems, however, Racket actually supports a host of programming languages, so you must tell Racket which language you’re programming in.

This textbook has been used in classes at: Brown University, Cal Poly, Columbus State University, Northeastern University, NYU, Reed College, UC-San Diego, UC-Santa Cruz, University of Rhode Island, University of Utah, Westmont College, Williams College, and Worcester Polytechnic Institute.

This book is designed to be used as a class text but should be easily accessible to programmers interested in Web Programming. It should even be accessible to an advanced hobbyist.

The original goal behind this text was to help students doing research with me in Web based mapping applications, generally using Open Layers. The idea was to provide persistent storage using REST and simple http request from JavaScript to store the data on a server.

Climate change is one of the biggest risks facing governments, businesses, societies and ecosystems around the world. Project managers, through their effective direction of complex projects, occupy a critical role in the successful transition to a resilient, low carbon world. This course is designed to prepare professionals with project management responsibilities to add a climate change lens to their projects.

The course is suitable for individuals in management roles and above who have significant project management responsibilities. “Projects” could include examples as diverse as infrastructure development, deployment of new technology, ecosystem restoration, or public engagement campaign, for example. The course will attract a diversity of professionals who enjoy multidisciplinary learning environments. Familiarity with general climate change issues and science is recommended.

Introducing public health ethics poses two special challenges. First, it is a relatively new field that combines public health and practical ethics. Its unfamiliarity requires considerable explanation, yet its scope and emergent qualities make delineation difficult. Moreover, while the early development of public health ethics occurred in a western context, its reach, like public health itself, has become global. A second challenge, then, is to articulate an approach specific enough to provide clear guidance yet sufficiently flexible and encompassing to adapt to global contexts. Broadly speaking, public health ethics helps guide practical decisions affecting population or community health based on scientific evidence and in accordance with accepted values and standards of right and wrong. In these ways, public health ethics builds on its parent disciplines of public health and ethics. This dual inheritance plays out in the definition the U.S. Centers for Disease Control and Prevention (CDC) offers of public health ethics: “A systematic process to clarify, prioritize, and justify possible courses of public health action based on ethical principles, values and beliefs of stakeholders, and scientific and other information” (CDC 2011). Public health ethics shares with other fields of practical and professional ethics both the general theories of ethics and a common store of ethical principles, values, and beliefs. It differs from these other fields largely in the nature of challenges that public health officials typically encounter and in the ethical frameworks it employs to address these challenges. Frameworks provide methodical approaches or procedures that tailor general ethical theories, principles, values, and beliefs to the specific ethical challenges that arise in a particular field. Although no framework is definitive, many are useful, and some are especially effective in particular contexts. This chapter will conclude by setting forth a straightforward, stepwise ethics framework that provides a tool for analyzing the cases in this volume and, more importantly, one that public health practitioners have found useful in a range of contexts. For a public health practitioner, knowing how to employ an ethics framework to address a range of ethical challenges in public health—a know-how that depends on practice—is the ultimate take-home message.

This casebook, now in its second edition, is a collaboration of over 90 individuals with expertise and training in public health pharmacy. A total of 54 chapters are presented, covering a broad array of topics relevant to pharmacy applications of public health. These topics include, but are not limited to, cross-cultural care, health literacy and disparities, infectious disease, health promotion and disease prevention, medication safety, structural racism, advocacy/policy analysis, chronic disease, women’s health, rural health, travel medicine and more. The book is designed to allow educators/students to choose chapters of interest as they feel suited, as each chapter is independent from the others. Each chapter contains learning objectives and an introduction to the topic, followed by a case and questions. The chapter closes with commentary from the authors and patient-oriented considerations for the topic at hand.

A guide for Indigenization of post-secondary institutions. A professional learning series.

Short Description:
A Guide for Researchers, Hiłḵ̓ala is part of a learning series for public post-secondary staff to begin or supplement ways to Indigenize the institution and professional practice.

Word Count: 14980

ISBN: 978-1-77420-101-5

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Pulmonary Pathophysiology for Pre-Clinical Students is an undergraduate medical-level resource for foundational knowledge of pulmonary pathophysiology. This text is designed for a course pre-clinical undergraduate medical curriculum and it is aligned to USMLE(r) (United States Medical Licensing Examination) content guidelines. The text is meant to provide the essential information from these content areas in a concise format that would allow learner preparation to engage in an active classroom. Clinical correlates and additional application of content is intended to be provided in the classroom experience. The text assumes that the students will have an understanding of basic cardiovascular physiology that will be helpful to understand the content presented here. This resource should be assistive to the learner later in medical school and for exam preparation given the material is presented in a succinct manner, with a focus on high-yield concepts.

New Edition! The goal of this book is to provide an Informatics-oriented introduction to programming. The primary difference between a computer science approach and the Informatics approach taken in this book is a greater focus on using Python to solve data analysis problems common in the world of Informatics.

The chapters in their current form have been made available to students who used Python in my Decision Science course in Fall 2019 (the course I had to prep for. Most students used R, but this helped those who choose Python). It has also been used as reference for students and project partners who use Python but have not had any training on using Python for data management.

This work is still useful for those learning Python as a data analysis platform as well as those who need to convert R code into Python due to deployment needs or to take advantage of Python resources in other domains. While it was not used as a textbook, the material was used by students in my decision models course and in senior capstone course for those who choose to use Python instead of R. While it seemed to help, the students had more difficulty than students who used R.

This textbook was created for Austin Community College's Biotechnology Program online course: Quality Assurance for the Biosciences, BITC1340. The 10-chapter activity eBook covers quality assurance topics ranging from the history of quality and regulations in the US, an overview of the FDA and its structure and function, and the approval process for a variety of biotechnology products such as food, drugs, and medical devices. Throughout the eBook are exploratory activities, videos, and case studies.