Woodland Steps Learn
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Integrative Machine Learning And Optimization Algorithms For Disease Prediction
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Author : Muniasamy, Anandhavalli
language : en
Publisher: IGI Global
Release Date : 2025-07-03
Integrative Machine Learning And Optimization Algorithms For Disease Prediction written by Muniasamy, Anandhavalli and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-07-03 with Medical categories.
Integrative approaches that combine machine learning (ML) and optimization algorithms rapidly transform the landscape of disease prediction and healthcare analytics. By leveraging the predictive power of ML models alongside the efficiency of optimization techniques, researchers can develop more accurate, robust, and scalable systems for early diagnosis and risk assessment. These hybrid frameworks enable the integration of diverse data sources into cohesive predictive models. The synergy between ML and optimization enhances model performance while supporting personalized medicine by tailoring predictions to individual patient profiles. Integrative methodologies hold significant promises for advancing clinical decision-making and improving health outcomes. Integrative Machine Learning and Optimization Algorithms for Disease Prediction explores the cutting-edge applications of machine learning, deep learning, and optimization algorithms in disease prediction. It examines how diverse machine learning models, from traditional algorithms to deep learning and ensemble methods, can be optimized for high-stakes clinical predictions. This book covers topics such as disease prediction, healthcare data, and mental health, and is a useful resource for computer engineers, medical professionals, academicians, researchers, and scientists.
Diagnostic Test Approaches To Machine Learning And Commonsense Reasoning Systems
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Author : Naidenova, Xenia
language : en
Publisher: IGI Global
Release Date : 2012-07-31
Diagnostic Test Approaches To Machine Learning And Commonsense Reasoning Systems written by Naidenova, Xenia and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-07-31 with Computers categories.
The consideration of symbolic machine learning algorithms as an entire class will make it possible, in the future, to generate algorithms, with the aid of some parameters, depending on the initial users' requirements and the quality of solving targeted problems in domain applications. Diagnostic Test Approaches to Machine Learning and Commonsense Reasoning Systems surveys, analyzes, and compares the most effective algorithms for mining all kinds of logical rules. Global academics and professionals in related fields have come together to create this unique knowledge-sharing resources which will serve as a forum for future collaborations.
Leading A School Culture Of Learning
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Author : Jill Harland
language : en
Publisher: Routledge
Release Date : 2020-11-25
Leading A School Culture Of Learning written by Jill Harland and has been published by Routledge this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-11-25 with Education categories.
This practical book is designed to help school leaders develop a sustainable culture of learning across the curriculum. It offers a personal insight into how one school embraced a range of dialogic and analytical tools to create an environment in which all stakeholders were inspired to evaluate and innovate. Each chapter tackles one piece of the ‘jigsaw’ that makes up a successful school environment, considering topics such as Attitudes for Learning, Coaching for Learning and Love of Learning. Utilising theory, case studies and activities, it illustrates how the reader can realistically and practically increase student attainment in their own school setting. This book will help leaders: Develop a supportive and encouraging leadership style that will create a cycle of self-improvement and self-efficacy for all Adapt the curriculum to focus on progress and engagement Use the Philosophy 4 Children strategies to promote deeper thinking and enquiry, increasing the rate of school improvement through a system of enquiry based staff professional development Using an inner-city primary school as a working example, this book will be a source of inspiration and encouragement for school leaders, teachers and school advisors looking to cultivate and embed a love of learning into their school.
Teaching And Learning
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Author : Marjorie S. Schiering
language : en
Publisher: Bloomsbury Publishing PLC
Release Date : 2011-06-16
Teaching And Learning written by Marjorie S. Schiering and has been published by Bloomsbury Publishing PLC this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011-06-16 with Education categories.
Learners are multi-faceted, unique people. Discovering the whole individual is incumbent upon realizing the teaching/learning environments, common social and societal realities, and belief and value systems respective of academic and socio-societal factors that establish who one is as a learner and teacher. In Learning and Teaching, the authors offer practical strategies for interactive instruction to facilitate optimum learning. This book addresses theoretical framework that includes the relationship between thoughts and feelings, the effect of past esperiences on present and future behaviors, universal connectivity, and a strong understanding of who one is as a teacher and learner.
Learning On Your Doorstep Stimulating Writing Through Creative Play Outdoors For Ages 5 9
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Author : Isabel Hopwood-Stephens
language : en
Publisher: Routledge
Release Date : 2013-05-07
Learning On Your Doorstep Stimulating Writing Through Creative Play Outdoors For Ages 5 9 written by Isabel Hopwood-Stephens and has been published by Routledge this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-05-07 with Education categories.
As the Forest School movement gains popularity among UK educators, teachers are increasingly recognising the benefits of creative outdoor play. But how can busy primary school teachers fit regular, high quality outdoor learning into an already crowded timetable? How can they plan a range of rich, imaginative and creative experiences that build up into full topics? And how can they translate the excitement and engagement that they find out doors into increased enthusiasm and attainment indoors? Learning on Your Doorstep integrates creative outdoor play with curricular attainment, while increasing the challenge, enjoyment and professional development of the teachers using it. The book presents a series of topics which channel the children’s outdoor experience into writing outcomes to reflect the current Primary Framework for Literacy. Using child-led, kinaesthetic teaching and learning techniques, each topic helps teacher and class build an imaginary world to explore and includes: Session plan tables to enable teachers to easily access relevant information; collaborative activities, games and drama to stimulate discussion; photo-copiable items such as letters, imaginary maps and animal fact jigsaws; optional classroom follow-up activities and a final writing task; tips on how to prepare and resource each session. Guidance on adapting for different abilities and ages is also given, along with curriculum links and pedagogical rationale, to let primary teachers put creative outdoor play at the centre of the primary teaching timetable. The ideas in this book are suitable for implementation in any school environment, using resources commonly found in the stock cupboard or home. All you will need to add is some preparation and imagination!
Teaching And Learning In The Early Years
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Author : David Whitebread
language : en
Publisher: Routledge
Release Date : 2015-02-20
Teaching And Learning In The Early Years written by David Whitebread and has been published by Routledge this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015-02-20 with Education categories.
This best-selling text book provides a broad-ranging and up-to-date review of thinking and best practice within nursery and infant education. Written around the basic truth that an effective early years curriculum must start with the children, their needs and their potential, the contributors to this classic text acknowledge that learning must have a strong element of fun, wonder and excitement. Fully revised and updated in light of recent changes to the Early Years curriculum, with brand new chapters on assessment, communication, writing, creativity and diversity, the contributors address a range of fundamental issues and principles, including: an analysis of research into how children learn; discussions of issues such as classroom organisation, curriculum management, and assessment; a detailed section on play and language; chapters covering individual curriculum areas, including new chapters on music and PSHE. Each chapter combines a review of important principles with practical and inspiring classroom examples throughout. It is essential reading for all Foundations Stage and KS1 trainee teachers, their tutors and mentors, and serving teachers working in the 3-7 age range who wish to reflect upon and develop their practice.
Learn Polish Level 5 Advanced
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Author : Innovative Language Learning
language : en
Publisher: Innovative Language Learning
Release Date :
Learn Polish Level 5 Advanced written by Innovative Language Learning and has been published by Innovative Language Learning this book supported file pdf, txt, epub, kindle and other format this book has been release on with Foreign Language Study categories.
Learning Without Lessons
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Author : David F. Lancy
language : en
Publisher: Oxford University Press
Release Date : 2024-01-23
Learning Without Lessons written by David F. Lancy and has been published by Oxford University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-01-23 with Education categories.
"This work is designed to fill a rather large lacuna in the field of child development and education. A growing scholarly consensus challenges the universality of western-dominated research in psychology. All or most markers of the child's growth and development are now subject to re-examination through a cross-cultural lens. By the same token, the study of education has been similarly restricted as norms and theory are constructed almost exclusively from research in Euroamerican schools. This work aims to fill a substantial portion of this gap, in particular to document and analyze the myriad processes that come to play as indigenous children learn their culture-without schools or lessons. I will characterize the conglomeration of learning-rich events as instances of "pedagogy in culture." The construct has several connotations, but paramount is the idea that opportunities for learning occur naturally in the course of activities such as work, play, night-time campfire stories, etc., that are not primarily intended to educate"--
Fundamental Concepts Of Machine Learning
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Author : Dr. Harish Kumar Taluja
language : en
Publisher: AG PUBLISHING HOUSE (AGPH Books)
Release Date : 2022-12-27
Fundamental Concepts Of Machine Learning written by Dr. Harish Kumar Taluja and has been published by AG PUBLISHING HOUSE (AGPH Books) this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-12-27 with Study Aids categories.
This book provides an introduction to the most important machine learning techniques that are used in predictive data analytics. It discusses both the theoretical concepts that underpin these methods and the practical implementations of these approaches. One of the most prominent uses of machine learning is the construction of prediction models, and another one of its most important application areas is the extraction of patterns from vast datasets. These models are used in several different applications in the academic field of predictive data analytics. Some of these applications include risk assessment, price prediction, forecasting consumer behaviour, and document categorization. Machine learning refers to the method wherein big datasets are automatically analyzed for meaningful patterns. Machine-learning-based technologies are all around us. Antispam programs are becoming better at filtering our email and preventing unwanted communications, while software that learns to spot fraud in online credit card transactions keeps financial data safe. Digital cameras may be trained to recognize faces, and intelligent personal assistant software on smartphones can learn to understand spoken instructions. Machine learning algorithms are used iv to build in-vehicle accident-avoidance systems. These setups are standard in today's cars. Additionally, machine learning is widely employed in many scientific fields, such as medicine, bioinformatics, and astronomy.
Beginning Teaching Beginning Learning
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Author : Janet R. Moyles
language : en
Publisher: McGraw-Hill Education (UK)
Release Date : 2011-08-01
Beginning Teaching Beginning Learning written by Janet R. Moyles and has been published by McGraw-Hill Education (UK) this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011-08-01 with Education categories.
This collection provides an introduction to the practical skills which all student teachers have to develop, as well as celebrating the unpredictability and excitement of working with interested and inquisitive children.