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Applying Machine Learning in Science Education Research: When, How, and Why? (Springer Texts in Education)
by Peter Wulff Marcus Kubsch Christina KristThis open access textbook offers science education researchers a hands-on guide for learning, critically examining, and integrating machine learning (ML) methods into their science education research projects. These methods power many artificial intelligence (AI)-based technologies and are widely adopted in science education research. ML can expand the methodological toolkit of science education researchers and provide novel opportunities to gain insights on science-related learning and teaching processes, however, applying ML poses novel challenges and is not suitable for every research context. The volume first introduces the theoretical underpinnings of ML methods and their connections to methodological commitments in science education research. It then presents exemplar case studies of ML uses in both formal and informal science education settings. These case studies include open-source data, executable programming code, and explanations of the methodological criteria and commitments guiding ML use in each case. The textbook concludes with a discussion of opportunities and potential future directions for ML in science education. This textbook is a valuable resource for science education lecturers, researchers, under-graduate, graduate and postgraduate students seeking new ways to apply ML in their work.
Applying Metascientific Principles to Autism Research
by Matthew BennettThis book presents several metascientific strategies and explains how they can be used to improve research about the autism spectrum. It begins with an introduction to the field of metascience and the benefits that it brings to academic disciplines and society. It then outlines recommendations that researchers can adopt so that they do not incorporate specious autism research from predatory publishers into their research activities. An introduction to reproducibility and strategies that can improve the reproducibility of autism research are then outlined. This is followed by chapters about improving the peer review process and reducing the prospect of questionable research practices from occurring. This book concludes with a chapter about strategies that researchers can use to improve the participation of autistics in research. Such knowledge will equip academics, regardless of their experience, with the skills and expertise they need to produce high-quality and inclusive research about the autism spectrum.
Appraiser: Passbooks Study Guide (Career Examination Series #C-841)
by National Learning CorporationThe Appraiser Passbook® prepares you for your test by allowing you to take practice exams in the subjects you need to study. It provides hundreds of questions and answers in the areas that will likely be covered on your upcoming exam.
Arbeiten im Sozialraum: Supervision als Chance für eine professionelle Weiterentwicklung der Gemeinwesenarbeit (Soziale Arbeit als Wohlfahrtsproduktion #22)
by Martina SchäferIn der Sozialen Arbeit rückt die sozialräumliche Gemeinwesenarbeit wieder verstärkt in den Fokus. Zudem gehört die Verortung von Supervision als berufsbezogene Beratungsform traditionell zu dieser Disziplin. Martina Schäfer evaluiert in diesem Buch die Verschränkung der beiden Professionsstränge und zeigt Synergieeffekte von Sozialraumorientierung und Supervision auf. So werden wertvolle Erkenntnisse für die Professionalisierung der Fachkräfte der Sozialen Arbeit im Sozialraum und damit für die Weiterentwicklung im Gemeinwesen gewonnen. Ebenso werden für die professionelle Weiterentwicklung des Beratungsformates Supervision wissenschaftlich fundierte Ansätze diskutiert und damit verbunden die Bedeutung der Supervision für die Sozialraumarbeit nachgezeichnet.
Arbeitsbuch Höhere Mathematik in Rezepten
by Christian KarpfingerIn diesem Buch stellen wir die mehr als 500 Aufgaben des Lehrbuchs Höhere Mathematik in Rezepten (dritte Auflage) des gleichen Autors mit Lösungen zusammen.<P><P> Sie haben die Gelegenheit, die Rezepte des Rezeptebuchs zum Lösen typischer Aufgabenstellungen der Höheren Mathematik bei vielen Beispielen anzuwenden. Wir bieten auch zahlreiche Aufgaben zum Nachdenken und Knobeln an, die das tiefere Verständnis für Mathematik fördern. Nicht zuletzt findet man auch einige Programmieraufgaben, mit deren Lösungen Sie in der Lage sind, zahlreiche Aufgabenstellungen zu bearbeiten, mit denen Sie im Laufe Ihres Studiums bzw. Berufslebens konfrontiert sein werden.<P> Behandelt werden alle Themen, die üblicherweise in vier Semestern Höhere Mathematik unterrichtet werden. Im Einzelnen sind dies Analysis einer und mehrerer Variabler, lineare Algebra, Vektoranalysis, Differenzialgleichungen (gewöhnliche und partielle), Integraltransformationen und Funktionentheorie. In der vorliegenden dritten Auflage des Arbeitsbuchs sind die Aufgaben und Lösungen an die dritte Auflage des Hauptwerks angepasst.
Arcadia (SparkNotes Literature Guide Series)
by SparkNotesArcadia (SparkNotes Literature Guide) by Tom Stoppard Making the reading experience fun! Created by Harvard students for students everywhere, SparkNotes is a new breed of study guide: smarter, better, faster.Geared to what today's students need to know, SparkNotes provides:*chapter-by-chapter analysis *explanations of key themes, motifs, and symbols *a review quiz and essay topics Lively and accessible, these guides are perfect for late-night studying and writing papers.
Are You Ready for the SAT & ACT?
by Princeton ReviewIs your 7th, 8th, or 9th-grader ready for the SAT and ACT? Build a solid foundation in the critical reading skills students need to succeed on the verbal portions of the SAT and ACT with The Princeton Review!Whether or not you like it, the truth is that scoring well on standardized tests is undeniably important in today's academic environment. The verbal portions of both the SAT and ACT test important reading comprehension skills that many students are unprepared for--or need extra help with. As parents know, the Redesigned SAT is looming on the horizon for rising high school students (those taking the exam in 2016 or beyond). The power of a single word and its variability in meaning in relation to its surrounding context is a core skills-building component in Are You Ready for the SAT & ACT?, which directly addresses the more layered analytical thinking that will be requisite for the Redesigned SAT. With this book, The Princeton Review brings you a focused, strategic approach to improving crucial reading skills for both exams. With this book, you'll find: A Strategic Approach to Sharpening Your Skills * Zero in on specific wording to unlock hidden info * Pinpoint the primary purpose of reading passages * Discover the language of argument and its implicationsFun, Engaging Activities and Drills * Identify the "puzzle pieces" that make up words * Decpiher unfamiliar vocabulary with context clues * Conquer difficult paragraphs by "trimming the fat"From the Trade Paperback edition.
Are You Ready for the SAT and ACT?, 2nd Edition
by Princeton ReviewIt's never too soon to start preparing for the SAT and ACT. From the experts at The Princeton Review, this book helps ambitious 7th, 8th, and 9th graders build the critical reading skills they need to succeed on both tests and beyond!Whether or not you like it, the truth is that scoring well on standardized tests is undeniably important in today's academic environment. The SAT and ACT verbal portions test important reading comprehension skills that many students are unprepared for--or need extra help with. In this book, The Princeton Review brings you a focused, strategic approach to improving crucial reading skills for both exams. Inside, you'll find: A Strategic Approach to Sharpening Your Skills * Zero in on specific wording to unlock hidden info * Pinpoint the primary purpose of reading passages * Analyze source texts, brainstorm, and compose your essays to best effectFun, Engaging Activities and Drills * Identify the "puzzle pieces" that make up words * Decpiher unfamiliar vocabulary with context clues * Tackle practice SAT and ACT essay promptsThis book has been specially formatted for on-screen viewing with cross-linked questions, answers, and explanations.
Area Services Coordinator: Passbooks Study Guide (Career Examination Series)
by National Learning CorporationThe Area Services Coordinator Passbook® prepares you for your test by allowing you to take practice exams in the subjects you need to study. It provides hundreds of questions and answers in the areas that will likely be covered on your upcoming exam, including but not limited to: community organization; program administration; current developments in housing, urban renewal, community resources, pertinent legislation, code enforcement, and human services; employee supervison and development; and other related areas.
Arithmetic Work-text 5
by Judy HoweArithmetic 5 contains a variety of exercises involving new/review material in each lesson. The workbook includes 169 lessons (excluding tests). Supplementary Exercises and Homework Exercises. The handbook at the end of the book contains facts, rules, and measures which are given throughout the workbook. Although all new material is presented at top of a workbook page, the workbook is not designed to be used without a teacher. Arithmetic 5 Curriculum/Lesson Plans, available separately or as part of the Grade 5 Curriculum, and the Teacher Edition provide complete daily plans for teaching, reviewing, and testing. The Teacher Edition also includes solutions to all exercises in the text. Student Quizzes, Tests, and Speed Drills are correlated with the work-text.
Arizona Driver License Manual and Customer Service Guide
by The Arizona Department of Transportation Motor Vehicle DivisionThis manual is designed to help you obtain a driver license or an instruction permit by explaining the Arizona motor vehicle laws without using technical language. Details of the motor vehicle laws can be found in Arizona Revised Statutes at azleg.gov under Title 28 “Transportation” which offers the most up to date and accurate information.
Armed Struggle In Palestine: A Political-military Analysis
by Bard E. O'neillBard O'Neill investigates the Palestinian guerrilla movement and assesses the probability that the fedayeen will achieve their aim of liberating Palestine-including Israel-by means of protracted revolutionary insurgency. His analytic framework incorporates several factors that have a critical bearing on the outcomes of protracted insurgencies; thes
Arrowsmith (SparkNotes Literature Guide Series)
by SparkNotesArrowsmith (SparkNotes Literature Guide) by Sinclair Lewis Making the reading experience fun! Created by Harvard students for students everywhere, SparkNotes is a new breed of study guide: smarter, better, faster. Geared to what today's students need to know, SparkNotes provides: chapter-by-chapter analysis explanations of key themes, motifs, and symbols a review quiz and essay topics Lively and accessible, these guides are perfect for late-night studying and writing papers.
Arthshastra class 11 Guide Book - GSTB: અર્થશાસ્ત્ર ધોરણ 11 - જીએસટીબી
by Navneetધોરણ 11ના અર્થશાસ્ત્ર વિષયની ગાઈડ બુક છે.
Artificial Intelligence Education in the Context of Work (Advances in Analytics for Learning and Teaching)
by Dirk Ifenthaler Sabine SeufertThis edited volume remedies existing deficiencies in the literature on artificial intelligence and education in the context of work. The topics addressed by this book are: • Supporting formal and informal learning through AI• Human-machine collaboration for learning at the workplace, including the potential of human-AI interaction in professional and vocational education contexts, design, use, and evaluation of human-AI hybrid systems for learning• Intelligent and Interactive Technologies for Learning, including natural language processing and speech technologies; data mining and machine learning; knowledge representation and reasoning; semantic web technologies, chat bot-mediated learning, and conversational learning, • AI-enabled applications for skills management and personalized learning, such as AI-enabled coaching, personalized skill management, and intelligent tutoring systems. • Case studies for the implementation and use of AI-enabled learning and performance solutions, such as personal learning experience platforms, and automated performance feedback.
Artificial Intelligence for Supporting Human Cognition and Exploratory Learning in the Digital Age (Cognition and Exploratory Learning in the Digital Age)
by Dirk Ifenthaler Pedro Isaias Demetrios G. SampsonThe Cognition and Exploratory Learning in the Digital Age (CELDA) conference focuses on discussing and addressing the challenges pertaining to the evolution of the learning process, the role of pedagogical approaches and the progress of technological innovation, in the context of the digital age. In each edition, CELDA, gathers researchers and practitioners in an effort to cover both technological and pedagogical issues in ground-breaking studies. Some of CELDA's main topics include: assessment of exploratory learning approaches and technologies, educational psychology, learning paradigms in academia and the corporate sector, student-centered learning and lifelong learning. The CELDA 2023 conference selected and published a selection of papers that focus on the use of Artificial Intelligence and Learning Analytics in the educational context.
Artificial Intelligence in Accounting: Practical Applications (ISSN)
by Cory Ng John AlarconArtificial Intelligence in Accounting: Practical Applications was written with a simple goal: to provide accountants with a foundational understanding of AI and its many business and accounting applications. It is meant to serve as a guide for identifying opportunities to implement AI initiatives to increase productivity and profitability. This book will help you answer questions about what AI is and how it is used in the accounting profession today. Offering practical guidance that you can leverage for your organization, this book provides an overview of essential AI concepts and technologies that accountants should know, such as machine learning, deep learning, and natural language processing. It also describes accounting-specific applications of robotic process automation and text mining. Illustrated with case studies and interviews with representatives from global professional services firms, this concise volume makes a significant contribution to examining the intersection of AI and the accounting profession. This innovative book also explores the challenges and ethical considerations of AI. It will be of great interest to accounting practitioners, researchers, educators, and students.
Arts-Based Methods for Research with Children (Studies in Childhood and Youth)
by Anna Hickey-Moody Christine Horn Marissa Willcox Eloise FlorenceThis book offers a practical, methodological guide to conducting arts-based research with children by drawing on five years of the authors’ experience carrying out arts-based research with children in Australia and the UK. Based on the Australian Research Council-funded Interfaith Childhoods project, the authors describe methods of engaging communities and making data with children that foreground children’s experiences and worldviews through making, being with, and viewing art. Framing these methods of doing, seeing, being, and believing through art as modes of understanding children’s strategies for negotiating personal identities and values, this book explores the value of arts-based research as a means of obtaining complex information about children’s life worlds that can be difficult to express verbally.
Arts-Based Pathways into Thinking: Troubling Standardization/s, Enticing Multiplicities, Inhabiting Creative Imaginings (SpringerBriefs in Arts-Based Educational Research)
by Michael Crowhurst Michael EmslieThis book, based on a critical/collective/auto/ethnographic research project, describes an assemblage of theoretically informed, arts-based methods that aim to promote multiplicity and thinking. It explores multiplicities of knowing, sensing, doing and being, generated by analyzing knowing frames, poetry, reading aloud, fableing, playwriting and other inventive, playful and scholarly ways of working with experiences and stories. By offering engaging and inspiring strategies that can disturb standardizations and interrupt cultural normativities, the book sheds light on the conditions that might be present in cultural contexts that enable diversity and creativity. The research project on which this book is based originated from a contradictory set of conditions characterized on the one hand by a marked interest in creative research methods and novel knowledge practices and, on the other hand, by a widespread concern that we live in increasingly standardized times, featuring systems that specify objectives ahead of time, demand compliance and narrow the possibilities for human action. The book takes readers on an arts-based journey designed to enhance the opportunities for imaginative and ethical professional practice in education, human services and the arts.
As I Lay Dying (MAXNotes Literature Guides)
by Wendy Ellen WaisalaREA's MAXnotes for William Faulkner's As I Lay Dying MAXnotes offer a fresh look at masterpieces of literature, presented in a lively and interesting fashion. Written by literary experts who currently teach the subject, MAXnotes will enhance your understanding and enjoyment of the work. MAXnotes are designed to stimulate independent thought about the literary work by raising various issues and thought-provoking ideas and questions. MAXnotes cover the essentials of what one should know about each work, including an overall summary, character lists, an explanation and discussion of the plot, the work's historical context, illustrations to convey the mood of the work, and a biography of the author. Each chapter is individually summarized and analyzed, and has study questions and answers.
As I Lay Dying (SparkNotes Literature Guide Series)
by SparkNotesAs I Lay Dying (SparkNotes Literature Guide) by William Faulkner Making the reading experience fun! Created by Harvard students for students everywhere, SparkNotes is a new breed of study guide: smarter, better, faster.Geared to what today's students need to know, SparkNotes provides:chapter-by-chapter analysis explanations of key themes, motifs, and symbols a review quiz and essay topics Lively and accessible, these guides are perfect for late-night studying and writing papers.
As You Like It (Shakespeare Made Easy)
by William ShakespeareA Simon & Schuster eBook. Simon & Schuster has a great book for every reader.
As You Like It (SparkNotes Literature Guide Series)
by SparkNotesAs You Like It (SparkNotes Literature Guide) by William Shakespeare Making the reading experience fun! Created by Harvard students for students everywhere, SparkNotes is a new breed of study guide: smarter, better, faster.Geared to what today's students need to know, SparkNotes provides:chapter-by-chapter analysis explanations of key themes, motifs, and symbols a review quiz and essay topics Lively and accessible, these guides are perfect for late-night studying and writing papers.
As You Like It: MAXNotes Literature Guides
by Michael MorrisonREA's MAXnotes for William Shakespeare's As You Like It The MAXnotes offers a comprehensive summary and analysis of As You Like It and a biography of William Shakespeare. Places the events of the play in historical context and discusses each act in detail. Includes study questions and answers along with topics for papers and sample outlines.