Matthew Harrison – författare

Using Video Games to Level Up Collaboration for Students provides a research-informed, systematic approach for using cooperative multiplayer video games as tools for teaching collaborative social skills and building social connections. Video games have become an ingrained part of our culture, and many teachers, school leaders and allied health professionals are exploring ways to harness digital games–based learning in their schools and settings. At the same time, collaborative skills and social inclusion have never been more important for our children and young adults.Taking a practical approach to supporting a range of learners, this book provides a three-stage system that guides professionals with all levels of gaming experience through skill instruction, supported play and guided reflection. A range of scaffolds and resources support the implementation of this program in primary and secondary classrooms and private clinics. Complementing this intervention design are a set of principles of game design that assist in the selection of games for use with this program, which assists with the selection of existing games or the design of future games for use with this program.Whether you are a novice or an experienced gamer, Level Up Collaboration provides educators with an innovative approach to ensuring that children and young adults can develop the collaborative social skills essential for thriving in their communities. By using an area of interest and strength for many individuals experiencing challenges with developing friendships and collaborative social skills, this intervention program will help your school or setting to level up social outcomes for all participants.

Using Video Games to Level Up Collaboration for Students provides a research-informed, systematic approach for using cooperative multiplayer video games as tools for teaching collaborative social skills and building social connections. Video games have become an ingrained part of our culture, and many teachers, school leaders and allied health professionals are exploring ways to harness digital games–based learning in their schools and settings. At the same time, collaborative skills and social inclusion have never been more important for our children and young adults.Taking a practical approach to supporting a range of learners, this book provides a three-stage system that guides professionals with all levels of gaming experience through skill instruction, supported play and guided reflection. A range of scaffolds and resources support the implementation of this program in primary and secondary classrooms and private clinics. Complementing this intervention design are a set of principles of game design that assist in the selection of games for use with this program, which assists with the selection of existing games or the design of future games for use with this program.Whether you are a novice or an experienced gamer, Level Up Collaboration provides educators with an innovative approach to ensuring that children and young adults can develop the collaborative social skills essential for thriving in their communities. By using an area of interest and strength for many individuals experiencing challenges with developing friendships and collaborative social skills, this intervention program will help your school or setting to level up social outcomes for all participants.

Around the world, schools are establishing and expanding esports programs as a way to grapple with issues of school refusal and poor mental health. However, educators are often unsure of how to include players from marginalised backgrounds who often need this support the most. Positioning esports programs as spaces for social inclusion within our schools, Press B to Belong provides educators with practical strategies to remove barriers to participation, promote a sense of belonging for students with disabilities and neurological differences, and bring about a cultural shift in our educational settings.Presenting a series of case studies on successful esports programs operating in schools today, chapters examine a number of labels of difference and focus on creating supportive environments that allow people with intersecting identities to feel safe, welcome, and included in their local esports program. Recognising that esports present unique opportunities for examining gamer identity, the authors offer tools for promoting of gender inclusivity and using esports as a space for supporting players with disability and cultural diversity.Aligning research with lived experience, Press B to Belong equips teachers, allied health professionals, and school support staff with the language and steps to use esports to address a range of needs, celebrate intersecting identities, and make school a place where all students want to be.

From fundamental techniques to advanced strategies for handling big data, visualization, and more, this book equips you with skills to excel in real-world data analysis projects.Free with your book: DRM-free PDF version + access to Packt's next-gen Reader*Key FeaturesThis book targets features in pandas 2.x and beyondPractical, easy to implement recipes for quick solutions to common problems in data using pandasMaster the fundamentals of pandas to quickly begin exploring any datasetBook DescriptionUnlock the full power of pandas 2.x with this hands-on cookbook, designed for Python developers, data analysts, and data scientists who need fast, efficient solutions for real-world data challenges. This book provides practical, ready-to-use recipes to streamline your workflow. With step-by-step guidance, you'll master data wrangling, visualization, performance optimization, and scalable data analysis using pandas’ most powerful features. From importing and merging large datasets to advanced time series analysis and SQL-like operations, this cookbook equips you with the tools to analyze, manipulate, and visualize data like a pro. Learn how to boost efficiency, optimize memory usage, and seamlessly integrate pandas with NumPy, PyArrow, and databases. This book will help you transform raw data into actionable insights with ease.*Email sign-up and proof of purchase requiredWhat you will learnThe pandas type system and how to best navigate itImport/export DataFrames to/from common data formatsData exploration in pandas through dozens of practice problemsGrouping, aggregation, transformation, reshaping, and filtering dataMerge data from different sources through pandas SQL-like operationsLeverage the robust pandas time series functionality in advanced analysesScale pandas operations to get the most out of your systemThe large ecosystem that pandas can coordinate with and supplementWho this book is forThis book is for Python developers, data scientists, engineers, and analysts. pandas is the ideal tool for manipulating structured data with Python and this book provides ample instruction and examples. Not only does it cover the basics required to be proficient, but it goes into the details of idiomatic pandas

Navigating Academia as a Neurodivergent Academic sheds light on the various emotional and physical tolls that navigating an unsupportive academic landscape can take on neurodivergent researchers, with calls for systemic changes to better support neurodivergent people within higher education institutions. It also celebrates finding connection and purpose within neurodivergent research communities.Delving into experiences of a global cohort of neurodivergent scholars as they navigate professional journeys, chapters draw on personal narratives, theoretical insights, and research conducted with and by neurodivergent academics. Opening with an overview of current challenges faced by neurodivergent scholars in a time that offers both increasing mainstream acceptance and systemic pressures that disproportionally harm neurodivergent staff, the editors highlight the complexities of navigating shifting institutional attitudes and policies. Subsequent chapters identify specific challenges faced by neurodivergent academics, from PhD scholars to academics in leadership positions, alongside intersecting issues relating to gender diversity and race. Each story brings a unique perspective, showing the wide variety of neurodivergent people and the challenges that they face, with common themes of navigating spaces, systems, and social and communication norms that can create barriers to people who experience the world in different ways.Navigating Academia as a Neurodivergent Academic highlights the need for more inclusive spaces within higher education institutions for neurodivergent individuals, with particular emphasis on neurodivergent early career academics. However, it also celebrates the successes of neurodivergent people, including the joys of finding community, the relief of finally being understood, and the positive changes neurodivergent academics are able to make when they stand together.

Navigating Academia as a Neurodivergent Academic sheds light on the various emotional and physical tolls that navigating an unsupportive academic landscape can take on neurodivergent researchers, with calls for systemic changes to better support neurodivergent people within higher education institutions. It also celebrates finding connection and purpose within neurodivergent research communities.Delving into experiences of a global cohort of neurodivergent scholars as they navigate professional journeys, chapters draw on personal narratives, theoretical insights, and research conducted with and by neurodivergent academics. Opening with an overview of current challenges faced by neurodivergent scholars in a time that offers both increasing mainstream acceptance and systemic pressures that disproportionally harm neurodivergent staff, the editors highlight the complexities of navigating shifting institutional attitudes and policies. Subsequent chapters identify specific challenges faced by neurodivergent academics, from PhD scholars to academics in leadership positions, alongside intersecting issues relating to gender diversity and race. Each story brings a unique perspective, showing the wide variety of neurodivergent people and the challenges that they face, with common themes of navigating spaces, systems, and social and communication norms that can create barriers to people who experience the world in different ways.Navigating Academia as a Neurodivergent Academic highlights the need for more inclusive spaces within higher education institutions for neurodivergent individuals, with particular emphasis on neurodivergent early career academics. However, it also celebrates the successes of neurodivergent people, including the joys of finding community, the relief of finally being understood, and the positive changes neurodivergent academics are able to make when they stand together.

Use the power of pandas to solve most complex scientific computing problems with ease. Revised for pandas 1.x.Key FeaturesThis is the first book on pandas 1.xPractical, easy to implement recipes for quick solutions to common problems in data using pandasMaster the fundamentals of pandas to quickly begin exploring any datasetBook DescriptionThe pandas library is massive, and it's common for frequent users to be unaware of many of its more impressive features. The official pandas documentation, while thorough, does not contain many useful examples of how to piece together multiple commands as one would do during an actual analysis. This book guides you, as if you were looking over the shoulder of an expert, through situations that you are highly likely to encounter.This new updated and revised edition provides you with unique, idiomatic, and fun recipes for both fundamental and advanced data manipulation tasks with pandas. Some recipes focus on achieving a deeper understanding of basic principles, or comparing and contrasting two similar operations. Other recipes will dive deep into a particular dataset, uncovering new and unexpected insights along the way. Many advanced recipes combine several different features across the pandas library to generate results.What you will learnMaster data exploration in pandas through dozens of practice problemsGroup, aggregate, transform, reshape, and filter dataMerge data from different sources through pandas SQL-like operationsCreate visualizations via pandas hooks to matplotlib and seabornUse pandas, time series functionality to perform powerful analysesImport, clean, and prepare real-world datasets for machine learningCreate workflows for processing big data that doesn't fit in memoryWho this book is forThis book is for Python developers, data scientists, engineers, and analysts. Pandas is the ideal tool for manipulating structured data with Python and this book provides ample instruction and examples. Not only does it cover the basics required to be proficient, but it goes into the details of idiomatic pandas.