Products related to Depth:
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Teaching, Tutoring and Training in the Lifelong Learning Sector
This core text provides comprehensive support for pre-service and in-service trainee teachers in the Lifelong Learning Sector covering all they need to know to achieve QTLS status. Supporting trainees through all stages of their professional development, the text takes the reader through the theoretical background underpinning teaching and learning and offers practical guidance on day-to-day challenges. This fourth edition has been fully revised and updated and includes a new chapter on teaching practice with notes on observation and lesson planning.New information on behaviour management has been added to support trainees in an aspect of teaching that many find challenging.
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Machine Learning Algorithms in Depth
Develop a mathematical intuition around machine learning algorithms to improve model performance and effectively troubleshoot complex ML problems.For intermediate machine learning practitioners familiar with linear algebra, probability, and basic calculus. Machine Learning Algorithms in Depth dives into the design and underlying principles of some of the most exciting machine learning (ML) algorithms in the world today. With a particular emphasis on probability-based algorithms, you will learn the fundamentals of Bayesian inference and deep learning.You will also explore the core data structures and algorithmic paradigms for machine learning. You will explore practical implementations of dozens of ML algorithms, including: Monte Carlo Stock Price SimulationImage Denoising using Mean-Field Variational InferenceEM algorithm for Hidden Markov ModelsImbalanced Learning, Active Learning and Ensemble LearningBayesian Optimisation for Hyperparameter TuningDirichlet Process K-Means for Clustering ApplicationsStock Clusters based on Inverse Covariance EstimationEnergy Minimisation using Simulated AnnealingImage Search based on ResNet Convolutional Neural NetworkAnomaly Detection in Time-Series using Variational Autoencoders Each algorithm is fully explored with both math and practical implementations so you can see how they work and put into action. About the technology Fully understanding how machine learning algorithms function is essential for any serious ML engineer.This vital knowledge lets you modify algorithms to your specific needs, understand the trade-offs when picking an algorithm for a project, and better interpret and explain your results to your stakeholders.This unique guide will take you from relying on one-size-fits-all ML libraries to developing your own algorithms to solve your business needs.
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Computer Science Education : Perspectives on Teaching and Learning in School
Drawing together the most up-to-date research from experts all across the world, the second edition of Computer Science Education offers the most up-to-date coverage available on this developing subject, ideal for building confidence of new pre-service and in-service educators teaching a new discipline.It provides an international overview of key concepts, pedagogical approaches and assessment practices. Highlights of the second edition include:- New sections on machine learning and data-driven (epistemic) programming- A new focus on equity and inclusion in computer science education- Chapters updated throughout, including a revised chapter on relating ethical and societal aspects to knowledge-rich aspects of computer science education- A new set of chapters on the learning of programming, including design, pedagogy and misconceptions- A chapter on the way we use language in the computer science classroom. The book is structured to support the reader with chapter outlines, synopses and key points.Explanations of key concepts, real-life examples and reflective points keep the theory grounded in classroom practice. The book is accompanied by a companion website, including online summaries for each chapter, 3-minute video summaries by each author and an archived chapter on taxonomies and competencies from the first edition.
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The Power of Reflection in Teacher Education and Professional Development : Strategies for In-Depth Teacher Learning
Based on years of extensive research on teacher development, this book offers a practical introduction to the concept of teacher reflection, demonstrating how student teachers can engage with reflective learning from their teaching and classroom experiences in a systematic and inspiring way. Providing practical models and guidelines for use in the classroom, renowned teacher educators Fred Korthagen and Ellen Nuijten outline various strategies for promoting reflection and illustrate how a deeper form of reflection · ‘core reflection’ · enhances awareness of professional identity and supports the dismantling of inner obstacles, therefore enhancing social justice and empowering diverse student populations.The authors demonstrate how a trajectory for learning can be designed to develop key competencies, as well as the role played by university- and school-based teacher educators in supporting teachers’ self-directed reflection. Featuring a variety of tools that support professional growth, this unique text demystifies the area of teacher reflection, helping to provide concrete and inspiring examples for how to strengthen professional identity based on everyday challenges faced by practitioners.The Power of Reflection in Teacher Education and Professional Development is therefore an essential guide for students, in-service teachers, and teacher educators alike, as well as for anyone in the helping professions.
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What is the difference between depth of field and sharpness depth?
Depth of field refers to the range of distance in a photograph where objects appear acceptably sharp. It is controlled by the aperture setting and affects how much of the image is in focus. Sharpness depth, on the other hand, refers to the overall sharpness and clarity of an image from the foreground to the background. It is influenced by factors such as the quality of the lens, the camera's sensor, and the technique used to capture the image. In summary, depth of field is about the range of focus in a photograph, while sharpness depth is about the overall clarity and sharpness of the image.
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What is depth compression?
Depth compression is a technique used in computer graphics to reduce the precision of depth values in order to save memory and improve rendering performance. This process involves quantizing or rounding the depth values to a lower bit depth, which can result in a loss of accuracy in the rendering of distant objects. Despite this loss of precision, depth compression is often used in real-time applications where performance is crucial, such as video games, to optimize the use of resources.
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What is the immersion depth?
The immersion depth refers to the distance that an object is submerged in a liquid or a solid material. It is the measurement from the surface of the liquid or material to the point where the object is fully submerged. Immersion depth is important in various applications such as determining the buoyancy of an object, calculating the pressure exerted on the object, or ensuring that the object is fully covered for proper functioning.
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Is the tread depth sufficient?
To determine if the tread depth is sufficient, you can use a tread depth gauge to measure the depth of the tread. The minimum legal tread depth is typically 2/32 of an inch, but for better traction and safety, it is recommended to have at least 4/32 of an inch. If the tread depth is at or below the minimum legal requirement, or if it is unevenly worn, it is advisable to replace the tires for better safety and performance.
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Mastering Writing at Greater Depth : A guide for primary teaching
To master the teaching of writing at greater depth, teachers first need to know: *What makes writing 'greater depth'? *What does it looks like? *How do I support children to develop the skills and creativity to be able to write at 'greater depth'? Official guidance lacks the substance and clarity that is needed so where do teachers go for support? This book provides teachers with support, guidance, background theory, examples and practical advice for the teaching of writing at greater depth.The text highlights the need to take writing beyond transcription into creative composition - and not only shows how this is possible, but also explores why it matters. The second edition is updated with new questions for discussion supporting teacher professional learning and links to the ITT Core Content Framework for trainee teachers.
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Reflective Teaching and Learning in Further Education
This book looks at critical reflection as a key skill for all teachers in further education (FE) and an important part of the new Professional Standards.In particular the text explores the key themes of self-awareness, planning, managing behaviour and CPD in relation to reflective practice to demonstrate how it can support those areas of teaching that most often cause concern.The limitations and benefits of reflection are analysed and action research is identified as an important facet in developing professional reflective practice which can in turn enhance both the personal and professional life of FE teachers. Â
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Understanding Teaching and Learning in Primary Education
This textbook gives you guidance and insights into the knowledge, values and commitments necessary to succeed in the primary classroom, supported by links to theory and research literature and realistic scenarios you may encounter as a new teacher. Fully updated throughout, key features of this second edition include:· A new chapter on inclusive education· Newly expanded coverage of digital learning, engaging with educational research and the role of the primary teacher· New ‘View from Practice’ examples· Cross-referenced links to the Teachers’ Standards in England and the GTCS Professional Standards in Scotland and where they are covered within the bookThis is essential reading for professional studies modules on primary initial teacher education courses, including university-based (PGCE, PGDE, BA QTS, BEd), school-based (SCITT, School Direct) and employment-based routes into teaching.
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Education, Teaching, and Learning : Discourses, Cultures, Conversations
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What is depth of field?
Depth of field refers to the range of distance in a photograph where objects appear acceptably sharp. A shallow depth of field means only a small portion of the image is in focus, while a deep depth of field means a larger portion of the image is in focus. Depth of field is controlled by factors such as aperture, focal length, and distance from the subject, and it can be used creatively to draw attention to specific elements in a photograph.
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Search for songs with depth.
When searching for songs with depth, look for tracks that have meaningful lyrics, emotional depth, and thought-provoking themes. Consider exploring genres such as folk, indie, or alternative, as they often feature introspective and profound songwriting. Look for artists who are known for their introspective and poetic lyrics, and explore their discography for songs that resonate on a deeper level. Additionally, consider seeking out acoustic or stripped-down versions of songs, as they often highlight the emotional depth of the music and lyrics.
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What is a depth psychological exegesis?
A depth psychological exegesis is an interpretation or analysis of a text, symbol, or cultural phenomenon that delves into the unconscious or hidden meanings behind it. Drawing from the theories of depth psychology, such as those of Freud, Jung, or other psychoanalytic thinkers, this type of exegesis seeks to uncover the underlying psychological motivations, archetypal patterns, and symbolic significance within the subject of study. By exploring the deeper layers of meaning, a depth psychological exegesis aims to provide a richer and more nuanced understanding of the material being examined.
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What is the depth psychological interpretation?
Depth psychology is a psychological approach that focuses on exploring the unconscious mind and the deeper layers of the human psyche. It seeks to uncover hidden motivations, desires, and conflicts that influence our thoughts, emotions, and behaviors. Through techniques such as dream analysis, free association, and exploring childhood experiences, depth psychology aims to bring unconscious material into conscious awareness, leading to greater self-understanding and personal growth. This approach views the individual as a complex and multi-dimensional being, shaped by both conscious and unconscious forces.
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