scaling graph learning for the enterprise ahmed menshawy sameh mohamed maraim rizk masoud

With this hands-on guide, applied data scientists, machine learning engineers, and practitioners will learn how to build an E2E graph learning pipeline. You'll explore core challenges at each pipeline stage, from data acquisition and representation to real-time inference and feedback loop retraining.

Objev podobné jako Scaling Graph Learning for the Enterprise - Ahmed Menshawy, Sameh Mohamed, Maraim Rizk Masoud

Graphs are the natural way to understand connected data. This book explores the most important algorithms and techniques for graphs in data science, with practical examples and concrete advice on implementation and deployment. In Graph Algorithms for Data Science you will learn: Labeled-property graph modeling Constructing a graph from structured data such as CSV or SQL NLP techniques to construct a graph from unstructured data Cypher query language syntax to manipulate data and extract insights Social network analysis algorithms like PageRank and community detection How to translate graph structure to a ML model input with node embedding models Using graph features in node classification and link prediction workflows Graph Algorithms for Data Science is a hands-on guide to working with graph-based data in applications like machine learning, fraud detection, and business data analysis. It''s filled with fascinating and fun projects, demonstrating the ins-and-outs of graphs. You''ll gain practical skills by analyzing Twitter, building graphs with NLP techniques, and much more. You don''t need any graph experience to start benefiting from this insightful guide. These powerful graph algorithms are explained in clear, jargon-free text and illustrations that makes them easy to apply to your own projects. about the technology Graphs reveal ... Unknown localization key: "more"

Objev podobné jako Graph Algorithms for Data Science - Bratanic Tomaz

The main feature of an outstanding lesson is that all students make progress. Taking the structure of a lesson as the starting point, this book demonstrates how assessment for learning can be used to enhance and support all aspects of the learning process. Including chapters on embedding assessment during each phase of the lesson, using assessment data to inform planning, questioning techniques and feedback, the book will help you to use assessment effectively to produce outstanding results. Packed full of practical strategies, this book shows you how you can make assessment meaningful in the classroom, directly impacting your students and creating a more autonomous learning environment. It is written specifically with the class teacher in mind and draws on a range of different examples across many subjects to deliver ideas that can be translated with ease to everyday teaching practices.With a strong focus on including assessment practices in the planning process to achieve outstanding results, this book covers:assessment for learning and an overview of the learning cyclepractical teaching strategies and effective techniques to use in the classroommarking, feedback and using data to drive learningembedding assessment for learning in your classroom, department and schoolAn effective guide for outstanding teaching and learning, ... Unknown localization key: "more"

Objev podobné jako Outstanding Assessment for Learning in the Classroom - Jayne Bartlett

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The paperback release of 2024''s stunning meditation on war and violence by an award-winning author.The Empires of Varkal and Med’ariz have always been at war. Alefret, the founder of Varkal’s pacifist resistance, was bombed and maimed by his own government, locked up in a secret prison and tortured by a ‘visionary’ scientist. But now they’re offering him a chance of freedom. Ordered to infiltrate one of Med’ariz’s flying cities, obeying the bloodthirsty zealot Qhudur, he must find fellow anti-war activists in the enemy’s population and provoke them into an uprising against their rulers. He should refuse to serve the warmongers, but what if he could end this pointless war once and for all? Is that worth compromising his own morals and the principles of his fellow resistance members?

Objev podobné jako The Siege of Burning Grass: Shortlisted for the 2024 Ursula K. Le Guin Prize for Fiction - Premee Mohamed

Wolverine''s solo saga in the ''From the Ashes'' era of X-Men continues, with a heavy metal showdown of adamantium powered characters! Get ready for a clash of the adamantium titans featuring two Wolverines (and one Nightcrawler) vs. Constrictor, Cyber and Deathstrike! Logan''s deadly enemies have been united by a mysterious power - and if he can''t beat them, will he be fated to join them? The golden metal may mean death for Wolverine, but is it also the world''s salvation? The Wendigo is pulled into a deadly trap as a specter from Wolverine''s past emerges, and shocking events send Logan on a new quest. First stop brings him back to the Howlett Estate, but he ain''t alone! Harpoon and Vertigo have designs on Wolverine, and they''re not the only ones! Collecting: Wolverine (2024) 6-10

Objev podobné jako Wolverine by Saladin Ahmed Vol. 2: Call of The Adamantine - Ahmed Saladin

From the ashes of the Krakoan era, Wolverine sets out on what could be his most perilous journey yet! There''s a killer in the woods - and as Wolverine''s attempt at piece is shattered, an old enemy will re-emerge and a new villain threatens to bring Logan to the brink of his berserker rage. Before long, Logan will have to unleash his claws, push his healing factor to the limit and demonstrate he''s the best there is at what he does once and for all - nice be damned! But Nightcrawler knows his old friend is capable of doing what''s right. Collecting: Wolverine (2024) 1-5

Objev podobné jako Wolverine by Saladin Ahmed Vol. 1: In the Bones - Ahmed Saladin

Help students move from surface-level learning to the transfer of understanding. How do social studies teachers maximize instruction to ensure students are prepared for an informed civic life? VISIBLE LEARNING® for Social Studies, Grades K-12 shows how the field is more than simply memorizing dates and facts—it encapsulates the skillful ability to conduct investigations, analyze sources, place events in historical context, and synthesize divergent points of view. The Visible Learning framework demonstrates that learning is not an event, but rather a process in which students move from surface-level learning to deep learning, and then onto the transfer of concepts, skills, and strategies. Encouraging learners to explore different facets of society, history, geography, and more, best practices for applying visible learning to social studies curriculum are presented through: ·        A scaffolded approach, including surface-level learning, deep learning, and transfer of learning ·        Examples of strategies, lessons, and activities best suited for each level of learning ·        Planning tools, rubrics, and templates to guide instruction Teachers must understand the impact they have on students and select approaches to maximize that impact. ... Unknown localization key: "more"

Objev podobné jako Visible Learning for Social Studies, Grades K-12 - Julie Stern, John Hattie, Douglas Fisher, Nancy Frey

On publication in 2009 John Hattie’s Visible Learning presented the biggest ever collection of research into what actually work in schools to improve children’s learning. Not what was fashionable, not what political and educational vested interests wanted to champion, but what actually produced the best results in terms of improving learning and educational outcomes. It became an instant bestseller and was described by the TES as revealing education’s ‘holy grail’. Now in this latest book, John Hattie has joined forces with cognitive psychologist Greg Yates to build on the original data and legacy of the Visible Learning project, showing how it’s underlying ideas and the cutting edge of cognitive science can form a powerful and complimentary framework for shaping learning in the classroom and beyond.Visible Learning and the Science of How We Learn explains the major principles and strategies of learning, outlining why it can be so hard sometimes, and yet easy on other occasions. Aimed at teachers and students, it is written in an accessible and engaging style and can be read cover to cover, or used on a chapter-by-chapter basis for essay writing or staff development. The book is structured in three parts – ‘learning within classrooms’, ‘learning ... Unknown localization key: "more"

Objev podobné jako Visible Learning and the Science of How We Learn - John Hattie, Gregory C. R. Yates

The most human-friendly book on machine learning Somewhere buried in all the systems that drive artificial intelligence, you'll find machine learning—the process that allows technology to build knowledge based on data and patterns. Machine Learning For Dummies is an excellent starting point for anyone who wants deeper insight into how all this learning actually happens. This book offers an overview of machine learning and its most important practical applications. Then, you'll dive into the tools, code, and math that make machine learning go—and you'll even get step-by-step instructions for testing it out on your own. For an easy-to-follow introduction to building smart algorithms, this Dummies guide is your go-to. Piece together what machine learning is, what it can do, and what it can't doLearn the basics of machine learning code and how it integrates with large datasetsUnderstand the mathematical principles that AI uses to make itself smarterConsider real-world applications of machine learning and write your own algorithms With clear explanations and hands-on instruction, Machine Learning For Dummies is a great entry-level resource for developers looking to get started with AI and machine learning.

Objev podobné jako Machine Learning For Dummies - John Paul Mueller, Luca Massaron

Selected as the Michigan Council of Teachers of Mathematics winter book club book! Rich tasks, collaborative work, number talks, problem-based learning, direct instruction…with so many possible approaches, how do we know which ones work the best? In Visible Learning for Mathematics, six acclaimed educators assert it’s not about which one—it’s about when—and show you how to design high-impact instruction so all students demonstrate more than a year’s worth of mathematics learning for a year spent in school. That’s a high bar, but with the amazing K-12 framework here, you choose the right approach at the right time, depending upon where learners are within three phases of learning: surface, deep, and transfer. This results in "visible" learning because the effect is tangible. The framework is forged out of current research in mathematics combined with John Hattie’s synthesis of more than 15 years of education research involving 300 million students. Chapter by chapter, and equipped with video clips, planning tools, rubrics, and templates, you get the inside track on which instructional strategies to use at each phase of the learning cycle: Surface learning phase: When—through carefully constructed experiences—students explore new concepts and make connections to procedural skills and vocabulary that give shape ... Unknown localization key: "more"

Objev podobné jako Visible Learning for Mathematics, Grades K-12 - Douglas Fisher, Nancy Frey, John Hattie, Sara Delano Moore, Linda M. Gojak, William Mellman

MACHINE LEARNING FOR BUSINESS ANALYTICS Machine learning —also known as data mining or data analytics— is a fundamental part of data science. It is used by organizations in a wide variety of arenas to turn raw data into actionable information. Machine Learning for Business Analytics: Concepts, Techniques, and Applications in R provides a comprehensive introduction and an overview of this methodology. This best-selling textbook covers both statistical and machine learning algorithms for prediction, classification, visualization, dimension reduction, rule mining, recommendations, clustering, text mining, experimentation, and network analytics. Along with hands-on exercises and real-life case studies, it also discusses managerial and ethical issues for responsible use of machine learning techniques. This is the second R edition of Machine Learning for Business Analytics. This edition also includes: A new co-author, Peter Gedeck, who brings over 20 years of experience in machine learning using RAn expanded chapter focused on discussion of deep learning techniquesA new chapter on experimental feedback techniques including A/B testing, uplift modeling, and reinforcement learningA new chapter on responsible data scienceUpdates and new material based on feedback from instructors teaching MBA, Masters in Business Analytics and related programs, undergraduate, diploma and executive courses, and from their studentsA full chapter devoted ... Unknown localization key: "more"

Objev podobné jako Machine Learning for Business Analytics - Peter Gedeck, Galit Shmueli, Peter C. Bruce, Nitin R. Patel, Inbal Yahav

In November 2008, John Hattie’s ground-breaking book Visible Learning synthesised the results of more than fifteen years research involving millions of students and represented the biggest ever collection of evidence-based research into what actually works in schools to improve learning.Visible Learning for Teachers takes the next step and brings those ground breaking concepts to a completely new audience. Written for students, pre-service and in-service teachers, it explains how to apply the principles of Visible Learning to any classroom anywhere in the world. The author offers concise and user-friendly summaries of the most successful interventions and offers practical step-by-step guidance to the successful implementation of visible learning and visible teaching in the classroom.This book:links the biggest ever research project on teaching strategies to practical classroom implementationchampions both teacher and student perspectives and contains step by step guidance including lesson preparation, interpreting learning and feedback during the lesson and post lesson follow upoffers checklists, exercises, case studies and best practice scenarios to assist in raising achievementincludes whole school checklists and advice for school leaders on facilitating visible learning in their institutionnow includes additional meta-analyses bringing the total cited within the research to over 900comprehensively covers numerous areas of learning activity including pupil ... Unknown localization key: "more"

Objev podobné jako Visible Learning for Teachers - John Hattie

Following the acclaim for Learning Outside the Classroom in 2012, this latest book more deeply explains how well constructed outdoor learning experiences can benefit children and young peopleÂ’s academic development and health and wellbeing.Outdoor Learning Across the Curriculum outlines the theory and practice to enable preservice and experienced primary and secondary school teachers to systematically incorporate meaningful outdoor learning opportunities into their daily teaching activities, in a range of environments and with diverse groups of students. Six of the chapters are substantially re-worked versions of the 2012 book, two are completely re-imagined, and four are entirely new. Topics for developing learning and teaching outdoors include:Inclusive educational designLearning for sustainabilityCommunity-based learningThe role of student curiosity and wonderEvidencing learningDeveloping a whole school approachPlace-responsive educationIntegrating digital technologyWith practical and engaging chapters containing aims, case studies, and guidelines for practice, this timely book provides teachers the tools with which they can integrate outdoor learning into their daily timetable. It will also be a valuable resource to other professions which use the outdoors for educational purposes.

Objev podobné jako Outdoor Learning Across the Curriculum - Heidi Smith, Simon Beames, Robbie Nicol, Peter Higgins

Methods by which robots can learn control laws that enable real-time reactivity using dynamical systems; with applications and exercises.This book presents a wealth of machine learning techniques to make the control of robots more flexible and safe when interacting with humans. It introduces a set of control laws that enable reactivity using dynamical systems, a widely used method for solving motion-planning problems in robotics. These control approaches can replan in milliseconds to adapt to new environmental constraints and offer safe and compliant control of forces in contact. The techniques offer theoretical advantages, including convergence to a goal, non-penetration of obstacles, and passivity. The coverage of learning begins with low-level control parameters and progresses to higher-level competencies composed of combinations of skills. Learning for Adaptive and Reactive Robot Control is designed for graduate-level courses in robotics, with chapters that proceed from fundamentals to more advanced content. Techniques covered include learning from demonstration, optimization, and reinforcement learning, and using dynamical systems in learning control laws, trajectory planning, and methods for compliant and force control . Features for teaching in each chapter: applications, which range from arm manipulators to whole-body control of humanoid robots;pencil-and-paper and programming exercises;lecture videos, slides, and MATLAB code examples ... Unknown localization key: "more"

Objev podobné jako Learning for Adaptive and Reactive Robot Control - Aude Billard, Sina Mirrazavi

MACHINE LEARNING FOR BUSINESS ANALYTICS Machine learning—also known as data mining or predictive analytics—is a fundamental part of data science. It is used by organizations in a wide variety of arenas to turn raw data into actionable information. Machine Learning for Business Analytics: Concepts, Techniques, and Applications with Analytic Solver® Data Mining provides a comprehensive introduction and an overview of this methodology. The fourth edition of this best-selling textbook covers both statistical and machine learning algorithms for prediction, classification, visualization, dimension reduction, rule mining, recommendations, clustering, text mining, experimentation, time series forecasting and network analytics. Along with hands-on exercises and real-life case studies, it also discusses managerial and ethical issues for responsible use of machine learning techniques. This fourth edition of Machine Learning for Business Analytics also includes: An expanded chapter on deep learningA new chapter on experimental feedback techniques, including A/B testing, uplift modeling, and reinforcement learningA new chapter on responsible data scienceUpdates and new material based on feedback from instructors teaching MBA, Masters in Business Analytics and related programs, undergraduate, diploma and executive courses, and from their studentsA full chapter devoted to relevant case studies with more than a dozen cases demonstrating applications for the machine learning techniquesEnd-of-chapter ... Unknown localization key: "more"

Objev podobné jako Machine Learning for Business Analytics - Galit Shmueli, Peter C. Bruce, Nitin R. Patel, Kuber R. Deokar

Humans do a great job of reading text, identifying key ideas, summarizing, making connections, and other tasks that require comprehension and context. Recent advances in deep learning make it possible for computer systems to achieve similar results. Deep Learning for Natural Language Processing teaches you to apply deep learning methods to natural language processing (NLP) to interpret and use text effectively. In this insightful book, (NLP) expert Stephan Raaijmakers distills his extensive knowledge of the latest state-of-the-art developments in this rapidly emerging field. Key features An overview of NLP and deep learning • Models for textual similarity • Deep memory-based NLP • Semantic role labeling • Sequential NLP Audience For those with intermediate Python skills and general knowledge of NLP. No hands-on experience with Keras or deep learning toolkits is required. About the technology Natural language processing is the science of teaching computers to interpret and process human language. Recently, NLP technology has leapfrogged to exciting new levels with the application of deep learning, a form of neural network-based machine learning Stephan Raaijmakers is a senior scientist at TNO and holds a PhD in machine learning and text analytics. He’s the technical coordinator of two large European Union-funded research security-related ... Unknown localization key: "more"

Objev podobné jako Deep Learning for Natural Language Processing - Stephan Raaijmakers

Machine Learning is an integral tool in a business analyst’s arsenal because the rate at which data is being generated from different sources is increasing and working on complex unstructured data is becoming inevitable. Data collection, data cleaning, and data mining are rapidly becoming more difficult to analyze than just importing information from a primary or secondary source. The machine learning model plays a crucial role in predicting the future performance and results of a company. In real-time, data collection and data wrangling are the important steps in deploying the models. Analytics is a tool for visualizing and steering data and statistics. Business analysts can work with different datasets -- choosing an appropriate machine learning model results in accurate analyzing, forecasting the future, and making informed decisions. The global machine learning market was valued at $1.58 billion in 2017 and is expected to reach $20.83 billion in 2024 -- growing at a CAGR of 44.06% between 2017 and 2024. The authors have compiled important knowledge on machine learning real-time applications in business analytics. This book enables readers to get broad knowledge in the field of machine learning models and to carry out their future research work. The future trends of ... Unknown localization key: "more"

Objev podobné jako Machine Learning for Business Analytics

Quality Learning for Positive Ageing explores the views of older adult learners to understand the factors that contribute to ‘quality’ in later-life learning and how these relate to wellbeing, positive ageing, and gaining protection against cognitive decline.Through capturing and considering the viewpoints of learners, facilitators and learning organisations, the author outlines the specific characteristics of quality that they associate with informal learning and how it can be enhanced through the adoption of simple strategies. Key topics covered include the implications of an increasing ageing population and barriers to older people learning as well as the cognitive, mental wellbeing, health, and social benefits of learning in later life. Illustrated throughout with vignettes of real later-life learners, this thought-provoking text unpicks how learners can maximise the benefits of learning in later life for themselves, how tutors can create learning opportunities that embody the characteristics of quality for them, and how providers can offer an environment that simply allows quality learning to flourish.This accessible and comprehensive text will be of great interest to researchers of gerontology and ageing, educational gerontology, adult education, and lifelong learning as well as those engaged in dementia research.

Objev podobné jako Quality Learning for Positive Ageing - Alan Potter

This book explores the purpose, role and function of the university and examines the disconnection between studentsÂ’ approaches to learning and university strategy. It centres on the idea that it is vital to explore what counts as a university in the twenty-first century, what it is for, and for whom, as well as how it can transcend social divisions. The universities of the twenty-first century need to have larger audiences, a broader voice, a shift away from othering and an effective means of progressing such shifts. What is central to such exploration is the idea that learning needs to be seen as postdigital. With a focus on how the growth of technology has and continues to affect university learning, this book:explores the concepts of the digital and the postdigitalpromotes just and inclusive pedagogies for higher educationconsiders ways to ensure learning is an ethical and political experiencestudies how to understand community and collective values through higher educationsuggests ways of promoting personal and collective responsibility for our world and its peoplespresents ways in which the university can challenge ideologies based on capitalist modes of consumption, privilege and exploitationDigital and Postdigital Learning for Changing Universities is essential reading for anyone seeking to reimagine ... Unknown localization key: "more"

Objev podobné jako Digital and Postdigital Learning for Changing Universities - Savin-Baden Maggi

The Universal Design for Learning (UDL) framework has grown from its origins in special education to being widely used to support all students, making the fully rewritten second edition of this indispensable guide more relevant than ever. Filled with practical, vivid examples and tips, the book demonstrates the power of UDL when applied to particular content areas.

Objev podobné jako Universal Design for Learning in the Classroom, Second Edition

«Written for those new or returning to educational and action research, the author travels from definitions of key terms, through data collection and academic writing, to the finished research report. There are welcome stop offs for reflection, artificial intelligence, and quality assurance. The final chapter brings the work together in example reports written following small scale action research projects.The author provides a resource that’s very much needed. It’s simple, real and relevant to novice researchers while being authoritative and straightforward, reflective without being fluffy, and grounded in science and related subjects.»(Louise Coleman, Pearson BTEC Higher National Subject Lead for Health and Science, MSc, DCR(T))«A jargon-busting, comprehensive guide for teachers and students working on action research projects. The book examines research terminology and common data collation methods, emphasising the importance of quality assurance. The author also discusses how contemporary STEM teaching examples, teacher roles and societal issues intersect.If you are looking to find out more about how empirical teaching experience and theoretical frameworks can inform action research projects, in a book that cuts through the jargon, then look no further!»(Joe Jackson-Taylor, Deputy Headteacher, Organiser, researchED Bournemouth) The main premise of the book is to demystify research terminology for those teaching, and ... Unknown localization key: "more"

Objev podobné jako A 101 Action Research Guide for Beginners - Saba Ahmed

This social and emotional learning (SEL) workbook for kindergarten students provides daily activities to learn about emotions, actions, relationships, and decision making.180 Days™: Social-Emotional Learning for KindergartenUses daily activities to promote students’ self-awareness, analyze relationships, discover diverse perspectives, and apply what they have learnedBuilds student''s confidence in self-reflection and growth through the use of fiction and nonfiction textsMakes at-home learning, whole class instruction, or small group support, quick and easyConnections will be made to the CASEL competencies, mindfulness, and key affective education initiativesParents appreciate the teacher-approved activity books that keep their child engaged and learning. Great for homeschooling, to reinforce learning at school, and build connections between home and school.Teachers rely on the daily practice workbooks to save them valuable time. The ready to implement activities are perfect to introduce SEL topics for discussion.

Objev podobné jako 180 Daysâ„¢: Social-Emotional Learning for Kindergarten - Jodene Smith, Brenda A. Van Dixhorn

Whether they are new or experienced, teachers are expected to plan and deliver high-quality computing lessons to their pupils. Computing and Digital Learning for Primary Teachers provides an accessible introduction to teaching computing effectively and for deeper understanding in the primary classroom.Filled with practical resources to support lesson design, long-term planning, and assessment, readers will benefit from building their subject knowledge and learning to create engaging lessons for their pupils. Chapters explore:Supporting computational thinking and problem-solving to teach our pupils how to solve problems logically and systematically.Developing pupils’ digital literacy and use of IT, creating exciting opportunities for children’s digital self-expression through film, animation, and 3D design.Managing technology in our schools, such as setting up and maintaining a virtual learning environment (VLE).Cross-curriculum links with STEAM and engineering, allowing children to solve real-world problems by combining their digital literacy with their knowledge of maths, science, and technology.Cost-effective and accessible ways of introducing physical computing and robotics to children.Safe and responsible uses of artificial intelligence (AI) in our primary schools.This essential resource provides a highly practical guide to delivering effective computing lessons in the primary classroom and is a must read for anyone who wishes to become a more confident and knowledgeable ... Unknown localization key: "more"

Objev podobné jako Computing and Digital Learning for Primary Teachers - Owen Dobbing

This is a practical guide to the use of technology enhanced learning (TEL) in the classroom. Introducing 50 ways to use technology for learning. Areas covered include:- Gamified learning- Social media- Video streaming- The flipped classroom - Instant feedback tools- And many more.  Guidance on how to use these technologies for learning is complemented by an exploration of their impact on learning. For each example, the opportunities for evidencing progress are evaluated.

Objev podobné jako 50 Ways to Use Technology Enhanced Learning in the Classroom - Peter Atherton

Machine learning can help managers make better predictions, automate complex tasks and improve business operations. Managers who are familiar with machine learning are better placed to navigate the increasingly digital world we live in. There is a view that machine learning is a highly technical subject that can only be understood by specialists. However, many of the ideas that underpin machine learning are straightforward and accessible to anyone with a bit of curiosity. This book is for managers who want to understand what machine learning is about, but who lack a technical background in computer science, statistics or math. The book describes in plain language what machine learning is and how it works. In addition, it explains how to manage machine learning projects within an organization. This book should appeal to anyone that wants to learn more about using machine learning to drive value in real-world organizations.

Objev podobné jako Machine Learning for Managers - Paul Geertsema

Play is an essential part of learning and development for children and is an increasingly important aspect of creative approaches to teaching and learning in primary education. This book demonstrates the value of play in all its different forms as a highly effective medium for teaching and learning across the curriculum.The authors explore how play can be used to increase engagement, motivation and fun in learning situations, examining the theoretical principles of play for learning, types of play for older children, planned and facilitating play-based learning, using thematic approaches when working with individuals, groups and whole classes, in addition to covering important teaching issues such as assessment, inclusion and transition out of primary education.This is recommended reading for students on primary initial teacher education courses including undergraduate (BEd, BA with QTS), postgraduate (PGCE, SCITT), and employment-based routes into teaching, and also for practicing teachers wishing to enhance their own teaching. Mary Briggs is Mathematics and Education tutor at the University of Warwick. Alice Hansen is an educational consultant who works within a number of educational settings and national bodies developing continuing professional development for teachers.

Objev podobné jako Play-based Learning in the Primary School - Alice Hansen, Mary Briggs

Computer vision-based crack-like object detection has many useful applications, such as inspecting/monitoring pavement surface, underground pipeline, bridge cracks, railway tracks etc. However, in most contexts, cracks appear as thin, irregular long-narrow objects, and often are buried in complex, textured background with high diversity which make the crack detection very challenging. During the past a few years, deep learning technique has achieved great success and has been utilized for solving a variety of object detection problems.This book discusses crack-like object detection problem comprehensively. It starts by discussing traditional image processing approaches for solving this problem, and then introduces deep learning-based methods. It provides a detailed review of object detection problems and focuses on the most challenging problem, crack-like object detection, to dig deep into the deep learning method. It includes examples of real-world problems, which are easy to understand and could be a good tutorial for introducing computer vision and machine learning.

Objev podobné jako Deep Learning for Crack-Like Object Detection - Heng-Da Cheng, Kaige Zhang

A single-volume reference on data science techniques for evaluating and solving business problems using Applied Machine Learning (ML). Applied Machine Learning for Data Science Practitioners offers a practical, step-by-step guide to building end-to-end ML solutions for real-world business challenges, empowering data science practitioners to make informed decisions and select the right techniques for any use case. Unlike many data science books that focus on popular algorithms and coding, this book takes a holistic approach. It equips you with the knowledge to evaluate a range of techniques and algorithms. The book balances theoretical concepts with practical examples to illustrate key concepts, derive insights, and demonstrate applications. In addition to code snippets and reviewing output, the book provides guidance on interpreting results. This book is an essential resource if you are looking to elevate your understanding of ML and your technical capabilities, combining theoretical and practical coding examples. A basic understanding of using data to solve business problems, high school-level math and statistics, and basic Python coding skills are assumed. Written by a recognized data science expert, Applied Machine Learning for Data Science Practitioners covers essential topics, including: Data Science Fundamentals that provide you with an overview of core concepts, laying the ... Unknown localization key: "more"

Objev podobné jako Applied Machine Learning for Data Science Practitioners - Vidya Subramanian

This second edition textbook covers a coherently organized framework for text analytics, which integrates material drawn from the intersecting topics of information retrieval, machine learning, and natural language processing. Particular importance is placed on deep learning methods. The chapters of this book span three broad categories:1. Basic algorithms: Chapters 1 through 7 discuss the classical algorithms for text analytics such as preprocessing, similarity computation, topic modeling, matrix factorization, clustering, classification, regression, and ensemble analysis. 2. Domain-sensitive learning and information retrieval: Chapters 8 and 9 discuss learning models in heterogeneous settings such as a combination of text with multimedia or Web links. The problem of information retrieval and Web search is also discussed in the context of its relationship with ranking and machine learning methods. 3. Natural language processing: Chapters 10 through 16 discuss various sequence-centric and natural language applications, such as feature engineering, neural language models, deep learning, transformers, pre-trained language models, text summarization, information extraction, knowledge graphs, question answering, opinion mining, text segmentation, and event detection. Compared to the first edition, this second edition textbook (which targets mostly advanced level students majoring in computer science and math) has substantially more material on deep learning and natural language processing. Significant ... Unknown localization key: "more"

Objev podobné jako Machine Learning for Text - Charu C. Aggarwal

There''s a killer in the woods - and as Wolverine''s attempt at peace is shattered, an old enemy will re-emerge as a new villain rises who will bring Logan to the brink of his berserker rage. But Nightcrawler knows his old friend is capable of doing what''s right, and before long, Logan will have to unleash his claws, push his healing factor to the limit and demonstrate he''s the best there is at what he does once and for all nice be damned! Collecting: WOLVERINE (2024) #1-5

Objev podobné jako Wolverine Vol. 1: In The Bones - Ahmed Saladin

Exam Board: CCEALevel: GCSESubject: Learning for LifeFirst Teaching: September 2017First Exam: June 2019Enable students to critically engage with the new content and assessment requirements with this fully updated edition of the market-leading Student''s Book for CCEA GCSE Learning for Life and Work- Provides complete coverage of the new content and assessment requirements with support at every stage from experienced teachers and subject experts David McVeigh, Michaella McAllister and Amanda McAleer- Prepares students for assessment with skills-building activities, practice questions and structured guidance on how to approach questions successfully- Helps engage students through accessible diagrams, research activities and a bank of up-to-date case study material- Develops subject knowledge through clear and detailed coverage of the key content structured around the specification

Objev podobné jako CCEA GCSE Learning for Life and Work Second Edition - Amanda McAleer, Michaella McAllister, Joanne McDonnell

Ahmad Vall Dine's The Rock of the Land offers a gripping narrative of Afghanistan's enduring struggle against foreign invasions, highlighting the nation's resilience and the human stories behind decades of conflict.

Objev podobné jako The Rock of The Land - Ahmed Val Dine

This textbook is an introductory guide to applied machine learning, specifically for biology students. It familiarizes biology students with the basics of modern computer science and mathematics and emphasizes the real-world applications of these subjects. The chapters give an overview of computer systems and programming languages to establish a basic understanding of the important concepts in computer systems. Readers are introduced to machine learning and artificial intelligence in the field of bioinformatics, connecting these applications to systems biology, biological data analysis and predictions, and healthcare diagnosis and treatment. This book offers a necessary foundation for more advanced computer-based technologies used in biology, employing case studies, real-world issues, and various examples to guide the reader from the basic prerequisites to machine learning and its applications.

Objev podobné jako A Guide to Applied Machine Learning for Biologists

How small children begin to read, write, count, and investigate the world, without being taughtThe essence of John Holt''s insight into learning and small children is captured in Learning All The Time. This delightful book by the influential author of How Children Fail and How Children Learn shows how children learn to read, write, and count in their everyday life at home and how adults can respect and encourage this wonderful process. For human beings, he reminds us, learning is as natural as breathing. John Holt''s wit, his gentle wisdom, and his infectious love of little children bring joy to parent and teacher alike.

Objev podobné jako Learning All The Time - John Holt

This book explores the benefits of deploying Machine Learning (ML) and Artificial Intelligence (AI) in the health care environment. The authors study different research directions that are working to serve challenges faced in building strong healthcare infrastructure with respect to the pandemic crisis. The authors take note of obstacles faced in the rush to develop and alter technologies during the Covid crisis. They study what can be learned from them and what can be leveraged efficiently. The authors aim to show how healthcare providers can use technology to exploit advances in machine learning and deep learning in their own applications. Topics include remote patient monitoring, data analysis of human behavioral patterns, and machine learning for decision making in real-time.

Objev podobné jako System Design for Epidemics Using Machine Learning and Deep Learning

Foster multilingual learners’ academic success, wellbeing, agency, and belongingThough multilingual learners (MLs) comprise nearly 25% of the school-age population, the most widely-used social emotional learning (SEL) frameworks and programs lack an intentional focus on these students’ unique strengths and challenges. To foster MLs’ academic success and wellbeing, educators must consider students’ cultures, languages, assets, expectations, norms, and life experiences when integrating SEL practices.In this groundbreaking book, Dr. Diane Staehr Fenner and Mindi Teich break down how each of the five competencies in the Collaborative for Academic, Social, and Emotional Learning (CASEL) SEL framework can be implemented with ML success in mind. Staehr Fenner and Teich’s practical and engaging guide provides SEL considerations that are unique to MLs, relevant research, easy-to-implement educator actions, and tools to seamlessly integrate SEL practices into content and language instruction. Additional features include: Tools and practical strategies educators can apply immediately Programmatic and systemic considerations that impact SEL for MLs Examples of successful SEL strategies for MLs currently being used in classrooms Ample opportunities for reflection and application in each chapter Templates to prioritize and integrate SEL for MLs into teaching practicesMLs thrive when they are validated and supported to achieve their goals, empathize with others, ... Unknown localization key: "more"

Objev podobné jako Social Emotional Learning for Multilingual Learners - Diane Staehr Fenner, Mindi Teich

iPads, mobile phones, tablets and many other digital devices feature in the lives of children from the moment they are born, but what is the place of these technologies in children’s early years and learning experiences? In the age of the ‘Techno-Tot’ this edited collection focuses on exploring the potential of what children can do with technologies, rather than what technologies can do for children. With chapters written by a range of international authors, this book: offers an evidence-based discussion of children’s experiences with technologies in early years education broadens our understanding of technologies in early years, beyond the typical focus on screen-based media details the child’s ‘story’ with technology offers a range of case studies from the UK, USA, Australia and Europe. Lorna Arnott will be discussing key ideas from Digital Technologies and Learning in the Early Years in the SAGE Early Years Masterclass, a free professional development experience hosted by Kathy Brodie.

Objev podobné jako Digital Technologies and Learning in the Early Years

As data continues to grow exponentially, knowledge of data science and machine learning has become more crucial than ever. Machine learning has grown exponentially; however, the abundance of resources can be overwhelming, making it challenging for new learners. This book aims to address this disparity and cater to learners from various non-technical fields, enabling them to utilize machine learning effectively.Adopting a hands-on approach, readers are guided through practical implementations using real datasets and SAS Enterprise Miner, a user-friendly data mining software that requires no programming. Throughout the chapters, two large datasets are used consistently, allowing readers to practice all stages of the data mining process within a cohesive project framework. This book also provides specific guidelines and examples on presenting data mining results and reports, enhancing effective communication with stakeholders.Designed as a guiding companion for both beginners and experienced practitioners, this book targets a wide audience, including students, lecturers, researchers, and industry professionals from various backgrounds.

Objev podobné jako Data Science and Machine Learning for Non-Programmers - Dothang Truong

Written and illustrated by creators from across the Asian continent,Bedtime Stories showcases a curated collection of favourite talesfrom Asian history, based on important figures and events fromaround the world. Each story is the ideal length to read at bedtimeas well as any moment when young readers are looking for aninspirational read!

Objev podobné jako Bedtime Stories: Amazing Asian Tales from the Past - Ahmed Sufiya, Rebeka Shaid, Sami Annabelle, Cynthia So, Maisie Chan, Saima Mir, Bali Rai, Shae Da

This concise and self-contained introduction builds up the spectral theory of graphs from scratch, including linear algebra and the theory of polynomials. Covering several types of graphs, it provides the mathematical foundation needed to understand and apply spectral insight to real-world communications systems and complex networks.

Objev podobné jako Graph Spectra for Complex Networks - Piet Van Mieghem

Adopt a strengths-based, justice-centered approach to teaching multilingualsOffering educators a path to pedagogical justice for multilingual learners, Overhauling Learning for Multilingual Students outlines a comprehensive alternative model for instruction and assessment. With an emphasis on engaging multilingual learners in authentic communication and promoting student agency and creativity, this book is an urgent call-to-action for educators at all levels to value and leverage the many assets that multilingual students bring to every classroom.The book outlines six dimensions of pedagogical justice and offers practical strategies to implement a learner-centered approach that will help all students thrive. Additional features include: An assets-based framework designed to help multilingual learners learn and grow Guidance for shifting instructional strategies away from remediation and test preparation toward an engaging, justice-centered approach Activities to to help students collaboratively build up unique and important ideas (claims and concepts) across disciplinesWritten by scholar, practitioner, and best-selling author, Jeff Zwiers, Overhauling Learning for Multilingual Students supports educators to de-think and rethink traditional one-size-fits-all approaches to teaching and assessing multilingual learners.

Objev podobné jako Overhauling Learning for Multilingual Students - Jeff Zwiers

Outdoor learning continues to play an essential role in early years education, and this new edition of a bestselling book explores how the Forest School approach can be easily and effectively incorporated into early years practice. Expanding on aspects of Forest School teaching, and drawing on new developments and policy changes within the field, this new edition also includes: - a new chapter on working with parents - greater coverage of the 0-2 age range - new case studies to aid learning - coverage of international approaches to Forest School Yet again Sara Knight delivers an inspirational text for all those working in or studying early years education and care. Sara Knight is an experienced early years educator and Senior Lecturer at Anglia Ruskin University. She is a trained Forest School practitioner and author of Forest Schools For All and Risk and Adventure in Early Years Outdoor Play (both published by SAGE).

Objev podobné jako Forest School and Outdoor Learning in the Early Years - Sara Knight

Our changing world demands that all students become agile thinkers who can grow sturdy interpersonal and civic relationships. This book proposes that teachers who think of learning as “playing with power” tap the creative and subversive energies of young people, making academic work far more consequential than a piece of paper with a grade on it.  Young people must learn to play democracy just as they might play a violin or a sport: not as a game of “let’s pretend,” but fully participating in the language, spaces, and possibilities of public life.  Based on 20 years of teaching experience and research in schools across the country, Teaching and Learning on the Verge demonstrates how educators in all disciplines can integrate civic engagement, multicultural literacy, and leadership into their classrooms and programs. Featuring voices from literature and philosophy in dialogue with the living stage of classrooms, streets, and community spaces, this book offers an imaginative and practical guide to democratic education.

Objev podobné jako Teaching and Learning on the Verge - Shanti Elliott

Exam board: CCEALevel: GCSESubject: CitizenshipFirst teaching: September 2017First exams: Summer 2019Target success in CCEA GCSE Learning for Life and Work with this proven formula for effective, structured revision; key content coverage is combined with exam-style tasks and practical tips to create a revision guide that students can rely on to review, strengthen and test their knowledge.With My Revision Notes, every student can:- Plan and manage a successful revision programme using the topic-by-topic planner- Consolidate subject knowledge by working through clear and focused content coverage- Test understanding and identify areas for improvement with regular ''Now Test Yourself'' tasks and answers- Improve exam technique through practice questions and expert tips- Get exam ready with answers to the practice questions available online

Objev podobné jako My Revision Notes: CCEA GCSE Learning for Life and Work: Second Edition - Joanne McDonnell

Written by more than sixty experts in the area, this book reviews cutting-edge practices in machine learning for financial markets, and explores connections with data science and more traditional approaches. This is an invaluable resource for researchers and graduate students in financial engineering, as well as practitioners in the sector.

Objev podobné jako Machine Learning and Data Sciences for Financial Markets

This book will help you to prepare for and excel in your nursing associate practice placements. Covering all settings and all fields of nursing, the book will show you how to make the most of each placement and transfer learning and skills from one area of practice to another. Key features:Â Â Â Â Â - Fully mapped to the NMC Standards of Proficiency for Nursing Associates (2018) - Helps you prepare for placements in a way that best supports your professional development and personal wellbeing - Case studies and activities introduce you to different settings across all fields of nursing - Focussed specifically on the requirements of the nursing associate role, helping you to develop into a confident professional practitioner THE SERIES: The Understanding Nursing Associate Practice series (UNAP) is a new collection of books uniquely designed to support trainee nursing associates throughout their training and into a professional career.

Objev podobné jako Practice-Based Learning for Nursing Associates

''An ambitious and engrossing investigation of the moral legacies which stubbornly refuse to pass'' Brendan Simms As the western world struggles with its legacies of racism and colonialism, what can we learn from the past in order to move forward?Susan Neiman''s Learning from the Germans delivers an urgently needed perspective on how a country can come to terms with its historical wrongdoings. Neiman, who grew up as a white girl in the American South during the civil rights movement, is a Jewish woman who has spent much of her adult life in Berlin. In clear and gripping prose, she uses this unique perspective to combine philosophical reflection, personal history and conversations with both Americans and Germans who are grappling with the evils of their own national histories.Through focusing on the particularities of those histories, she provides examples for other nations, whether they are facing resurgent nationalism, ongoing debates over reparations or controversies surrounding historical monuments and the contested memories they evoke. It is necessary reading for all those confronting their own troubled pasts.

Objev podobné jako Learning from the Germans - Susan Neiman

Machine Learning for Kids introduces young readers to the concept of Artificial Intelligence (AI) and the related applications of Machine Learning. Readers learn how to create intelligent games like a rock-paper-scissors game that can learn hand motions and use them to compete against another player; a post sorting game that will recognise the postal code on an envelope and use it to send a letter to the right place. Each project demonstrates a different way that AI is used in the real-world, and readers will be introduced to the biggest issues and challenges that the adoption of AI brings to society.

Objev podobné jako Machine Learning for Kids - Dale Lane

This textbook introduces readers to the theoretical aspects of machine learning (ML) algorithms, starting from simple neuron basics, through complex neural networks, including generative adversarial neural networks and graph convolution networks. Most importantly, this book helps readers to understand the concepts of ML algorithms and enables them to develop the skills necessary to choose an apt ML algorithm for a problem they wish to solve. In addition, this book includes numerous case studies, ranging from simple time-series forecasting to object recognition and recommender systems using massive databases. Lastly, this book also provides practical implementation examples and assignments for the readers to practice and improve their programming capabilities for the ML applications.

Objev podobné jako Machine Learning for Computer Scientists and Data Analysts - Houman Homayoun, Zhiqian Chen, Setareh Rafatirad, Sai Manoj Pudukotai Dinakarrao

Digital practices are forging ahead in leaps and bounds.Examining digital practices in early childhood education, this book seeks to inform the discussion on how digital technologies are best integrated into play-based pedagogy, and demonstrates effective practices that enhance children’s learning and development. With a range of international contributors, perspectives, and case studies, the fusion of play and portable technology is explored through contemporary research.

Objev podobné jako Early Learning in the Digital Age