Products related to Depth:
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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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Digital Teaching and Learning in Higher Education : Culture, Language, Social Issues
Digital collaboration has been established in higher education for many years.But when the Covid-19 pandemic struck, digital learning and virtual mobility became of utmost importance for higher education. In the international project »Digital and International Virtual Academic Cooperation« (DIVA), scholars from Israel, Australia, and Germany focused on intercultural learning and online collaboration.Based on their findings, they show how digital arrangements can be used in higher education, how digital teaching can be theorized, and what potential can be gained for post-pandemic teaching.
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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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Learning without School : Home Education
While some people look back on school as the 'best days of your life', for others the experience can be unpleasant and gruelling.Learning without School is a practical handbook for parents who want to educate their children at home but are unsure that they have the skills and know-how required to give their child the best education possible. This book explains what home education is; the advantages and disadvantages of choosing this route; how to begin home educating; what you need to do and how to help your child adjust; and how home education affects children's social skills and friendships.It also covers technical aspects, such as the curriculum, core subjects, exams and timetables.Ross Mountney also considers children with 'learning difficulties' or 'special needs' and how to approach home education differently for this group of children. Each chapter contains a summary of key points, useful websites, hints and tips and real-life case studies.This practical guide offers indispensible support for parents who are considering home education for their child, and includes a broad philosophy of education that will interest all parents and professionals involved in education and child welfare.
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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.
Similar search terms for Depth:
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Digital Depth Gauge Depth Gauge High Accuracy Stainless Steel Digital Depth Vernier Caliper Gauge
Digital Depth Gauge Depth Gauge High Accuracy Stainless Steel Digital Depth Vernier Caliper Gauge
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in depth
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Raymond Williams and Education : History, Culture, Democracy
Raymond Williams' major contributions to intellectual progress are usually categorised within cultural theory, media studies or neo-Marxist studies.Serious analysis of his contributions to education as a field of practice as well as a field of study have been relatively neglected.This is the first book to redress that omission, focusing on how his writing and thought have helped us to understand education in Britain and also provide analytical tools that have helped to shape educational studies in the USA and internationally. Ian Menter draws on Williams' several novels, including Border Country, as well as on his seminal contributions to cultural theory, including Culture and Society, The Long Revolution, Keywords and Marxism and Literature.Menter also examines how Williams' life shaped his understanding of education including his early involvement in adult education and his deeply ambivalent relationship with the academy.Public education is positioned as a key arena of social struggle where decisions shaping the nature of our futures and crucial to creating a democratic and just society.The book includes a foreword by Michael Apple who is John Boscom Professor Emeritus of Curriculum and Instruction at the University of Wisconsin–Madison, USA, which makes reference to the importance of Williams' work in relation to education in the USA.
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KS3 History Depth Study: Migration Nation Student Book Second Edition
Explore some of the many perspectives and experiences of migration to the UK with accessible case studies on Jewish, Irish, Caribbean, South Asian and Eastern European migration.These case studies along with overarching questions will stimulate discussion and help students understand how what has happened in the past continues to have impact and shape the relationships that Britain has with the world today. Written by Aaron Wilkes in consultation with expert historians, this engaging book enhances Oxford's best-selling KS3 History textbooks, and can be used flexibly with other schemes of work.The captivating pages give a detailed insight into British and world history, allowing you to delve deeper into topics and themes of particular interest, and diversify your curriculum.
Price: 14.99 £ | Shipping*: 3.99 £
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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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