deep reinforcement learning in action alexander zai brandon brown

Humans learn best from feedback—we are encouraged to take actions that lead to positive results while deterred by decisions with negative consequences. This reinforcement process can be applied to computer programs allowing them to solve more complex problems that classical programming cannot. Deep Reinforcement Learning in Action teaches you the fundamental concepts and terminology of deep reinforcement learning, along with the practical skills and techniques you’ll need to implement it into your own projects. Key features • Structuring problems as Markov Decision Processes • Popular algorithms such Deep Q-Networks, Policy Gradient method and Evolutionary Algorithms and the intuitions that drive them • Applying reinforcement learning algorithms to real-world problems Audience You’ll need intermediate Python skills and a basic understanding of deep learning. About the technology Deep reinforcement learning is a form of machine learning in which AI agents learn optimal behavior from their own raw sensory input. The system perceives the environment, interprets the results of its past decisions, and uses this information to optimize its behavior for maximum long-term return. Deep reinforcement learning famously contributed to the success of AlphaGo but that’s not all it can do! Alexander Zai is a Machine Learning Engineer at Amazon AI working on ... Unknown localization key: "more"

Objev podobné jako Deep Reinforcement Learning in Action - Alexander Zai, Brandon Brown

Written for developers with some understanding of deep learning algorithms. Experience with reinforcement learning is not required. Grokking Deep Reinforcement Learning introduces this powerful machine learning approach, using examples, illustrations, exercises, and crystal-clear teaching. You''ll love the perfectly paced teaching and the clever, engaging writing style as you dig into this awesome exploration of reinforcement learning fundamentals, effective deep learning techniques, and practical applications in this emerging field. We all learn through trial and error. We avoid the things that cause us to experience pain and failure. We embrace and build on the things that give us reward and success. This common pattern is the foundation of deep reinforcement learning: building machine learning systems that explore and learn based on the responses of the environment. • Foundational reinforcement learning concepts and methods • The most popular deep reinforcement learning agents solving high-dimensional environments • Cutting-edge agents that emulate human-like behavior and techniques for artificial general intelligence Deep reinforcement learning is a form of machine learning in which AI agents learn optimal behavior on their own from raw sensory input. The system perceives the environment, interprets the results of its past decisions and uses this information to optimize its behavior for ... Unknown localization key: "more"

Objev podobné jako Grokking Deep Reinforcement Learning - Miguel Morales

In just a few years, deep reinforcement learning (DRL) systems such as DeepMinds DQN have yielded remarkable results. This hybrid approach to machine learning shares many similarities with human learning: its unsupervised self-learning, self-discovery of strategies, usage of memory, balance of exploration and exploitation, and its exceptional flexibility. Exciting in its own right, DRL may presage even more remarkable advances in general artificial intelligence. Deep Reinforcement Learning in Python: A Hands-On Introduction is the fastest and most accessible way to get started with DRL. The authors teach through practical hands-on examples presented with their advanced OpenAI Lab framework. While providing a solid theoretical overview, they emphasize building intuition for the theory, rather than a deep mathematical treatment of results. Coverage includes: Components of an RL system, including environment and agents Value-based algorithms: SARSA, Q-learning and extensions, offline learning Policy-based algorithms: REINFORCE and extensions; comparisons with value-based techniques Combined methods: Actor-Critic and extensions; scalability through async methods Agent evaluation Advanced and experimental techniques, and more How to achieve breakthrough machine learning performance by combining deep neural networks with reinforcement learning Reduces the learning curve by relying on the authors’ OpenAI Lab framework: requires less upfront theory, math, and programming expertise Provides ... Unknown localization key: "more"

Objev podobné jako Foundations of Deep Reinforcement Learning - Laura Graesser, Wah Loon Keng

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Deep reinforcement learning has attracted considerable attention recently. Impressive results have been achieved in such diverse fields as autonomous driving, game playing, molecular recombination, and robotics. In all these fields, computer programs have taught themselves to understand problems that were previously considered to be very difficult. In the game of Go, the program AlphaGo has even learned to outmatch three of the world''s leading players.Deep reinforcement learning takes its inspiration from the fields of biology and psychology. Biology has inspired the creation of artificial neural networks and deep learning, while psychology studies how animals and humans learn, and how subjects'' desired behavior can be reinforced with positive and negative stimuli. When we see how reinforcement learning teaches a simulated robot to walk, we are reminded of how children learn, through playful exploration. Techniques that are inspired by biology and psychology work amazingly well in computers: animal behavior and the structure of the brain as new blueprints for science and engineering. In fact, computers truly seem to possess aspects of human behavior; as such, this field goes to the heart of the dream of artificial intelligence. These research advances have not gone unnoticed by educators. Many universities have begun offering courses ... Unknown localization key: "more"

Objev podobné jako Deep Reinforcement Learning - Aske Plaat

Deep Learning Crash Course goes beyond the basics of machine learning to delve into modern techniques and applications of great interest right now, and whose popularity will only grow in the future. The book covers topics such as generative models (the technology behind deep fakes), self-supervised learning, attention mechanisms (the tech behind ChatGPT), graph neural networks (the tech behind AlphaFold), and deep reinforcement learning (the tech behind AlphaGo). This book bridges the gap between theory and practice, helping readers gain the confidence to apply deep learning in their work.

Objev podobné jako Deep Learning Crash Course - Benjamin Midtvedt, Jesus Pineda, Giovanni Volpe

American psychologist and psychiatrist David Ausubel is well known for his famous quote:"The most important single factor influencing learning is what the learner already knows. Ascertain this and teach him accordingly" (Ausubel, 1968, vi).But few know about the richness and importance of his assimilation theory of meaningful learning and retention, which holds many more instruction-altering insights. One of the main reasons why this theory is so important is because it focuses on the end goal teachers are after: teachers don''t want students to memorise distinct ideas; teachers want students to develop vast bodies of knowledge in the subjects they are taught. Ausubel explains that the only way to achieve this is through supporting students to learn meaningfully.This book explores the key elements of the theory and what it means to learn meaningfully. It then links the theory to highly practical implications teachers can use day-to-day in all aspects of their teaching.

Objev podobné jako Ausubel's Meaningful Learning in Action - Sarah Cottinghatt

As one of the most comprehensive machine learning texts around, this book does justice to the field''s incredible richness, but without losing sight of the unifying principles. Peter Flach''s clear, example-based approach begins by discussing how a spam filter works, which gives an immediate introduction to machine learning in action, with a minimum of technical fuss. Flach provides case studies of increasing complexity and variety with well-chosen examples and illustrations throughout. He covers a wide range of logical, geometric and statistical models and state-of-the-art topics such as matrix factorisation and ROC analysis. Particular attention is paid to the central role played by features. The use of established terminology is balanced with the introduction of new and useful concepts, and summaries of relevant background material are provided with pointers for revision if necessary. These features ensure Machine Learning will set a new standard as an introductory textbook.

Objev podobné jako Machine Learning - Peter Flach

The significantly expanded and updated new edition of a widely used text on reinforcement learning, one of the most active research areas in artificial intelligence.Reinforcement learning, one of the most active research areas in artificial intelligence, is a computational approach to learning whereby an agent tries to maximize the total amount of reward it receives while interacting with a complex, uncertain environment. In Reinforcement Learning, Richard Sutton and Andrew Barto provide a clear and simple account of the field''s key ideas and algorithms. This second edition has been significantly expanded and updated, presenting new topics and updating coverage of other topics.Like the first edition, this second edition focuses on core online learning algorithms, with the more mathematical material set off in shaded boxes. Part I covers as much of reinforcement learning as possible without going beyond the tabular case for which exact solutions can be found. Many algorithms presented in this part are new to the second edition, including UCB, Expected Sarsa, and Double Learning. Part II extends these ideas to function approximation, with new sections on such topics as artificial neural networks and the Fourier basis, and offers expanded treatment of off-policy learning and policy-gradient methods. Part III has ... Unknown localization key: "more"

Objev podobné jako Reinforcement Learning - Andrew G. Barto, Richard S. Sutton

Reinforcement learning (RL) will deliver one of the biggest breakthroughs in AI over the next decade, enabling algorithms to learn from their environment to achieve arbitrary goals. This practical book shows data science and AI professionals how to perform the reinforcement process that allows a machine to learn by itself.

Objev podobné jako Reinforcement Learning - Phil Winder Ph.D.

Pánské hodinky Alexander Shorokhoff Deep Ding 2 AS.DD05-B patří do modelové řady Avantgarde. Alexander Shorokhoff představuje dalšího nástupce Deep Ding 1, první hodinky Alexander Shorokhoff s voděodolností 10 ATM. Zvláštností této nové varianty Deep Ding 2 je její univerzálnost a tím i značná přidaná hodnota. Pouzdro hodinek Deep Ding 2 AS.DD05-B je vyrobeno z ušlechtilé oceli s černou PVD úpravou. Součástí je nerezová mřížka. Ciferník modelu Deep Ding 2 AS.DD05-B nese umělecky avantgardní formy vln,…

Objev podobné jako Alexander Shorokhoff Deep Ding 2 AS.DD05-B

Pánské hodinky Alexander Shorokhoff Deep Ding 2 AS.DD01-SBS patří do modelové řady Avantgarde. Alexander Shorokhoff představuje dalšího nástupce Deep Ding 1, první hodinky Alexander Shorokhoff s voděodolností 10 ATM. Zvláštností této nové varianty Deep Ding 2 je její univerzálnost a tím i značná přidaná hodnota. Pouzdro hodinek Deep Ding 2 AS.DD01-SBSje vyrobeno z ušlechtilé oceli s černou PVD úpravou. Součástí je nerezová mřížka. Číselník modelu Deep Ding 2 AS.DD01-SBS nese umělecky avantgardní formy…

Objev podobné jako Alexander Shorokhoff Deep Ding 2 AS.DD01-SBS

Pánské hodinky Alexander Shorokhoff Deep Ding 2 AS.DD05-B patří do modelové řady Avantgarde. Alexander Shorokhoff představuje dalšího nástupce Deep Ding 1, první hodinky Alexander Shorokhoff s voděodolností 10 ATM. Zvláštností této nové varianty Deep Ding 2 je její univerzálnost a tím i značná přidaná hodnota. Nyní navíc v celočerném provedení. Pouzdro hodinek Deep Ding 2 AS.DD04-B je vyrobeno z ušlechtilé oceli s černou PVD úpravou. Součástí pouzdra je také nerezová mřížka. Číselník modelu Deep Ding 2 AS…

Objev podobné jako Alexander Shorokhoff Deep Ding 2 AS.DD04-B

Pánské hodinky Alexander Shorokhoff Deep Ding 2 AS.DD04-SB patří do modelové řady Avantgarde. Alexander Shorokhoff představuje dalšího nástupce Deep Ding 1, první hodinky Alexander Shorokhoff s voděodolností 10 ATM. Zvláštností této nové varianty Deep Ding 2 je její univerzálnost a tím i značná přidaná hodnota. Nyní navíc v celočerném provedení. Pouzdro hodinek Deep Ding 2

Objev podobné jako Alexander Shorokhoff Deep Ding 2 AS.DD04-SB

Pánské hodinky Alexander Shorokhoff Deep Ding 2 AS.DD03-RSR patří do modelové řady Avantgarde. Alexander Shorokhoff představuje dalšího nástupce Deep Ding 1, první hodinky Alexander Shorokhoff s voděodolností 10 ATM. Zvláštností této nové varianty Deep Ding 2 je její univerzálnost a tím i značná přidaná hodnota. Pouzdro hodinek Deep Ding 2 AS.DD03-RSR je vyrobeno z ušlechtilé oceli. Součástí pouzdra je také nerezová mřížka. Číselník hodinek nese umělecky avantgardní formy vln, které představují moře.…

Objev podobné jako Alexander Shorokhoff Deep Ding 2 AS.DD03-RSR

Pánské hodinky Alexander Shorokhoff Deep Ding 2 AS.DD15-RBR patří do modelové řady Avantgarde. Alexander Shorokhoff představuje dalšího nástupce Deep Ding 1, první hodinky Alexander Shorokhoff s voděodolností 10 ATM. Zvláštností této nové varianty Deep Ding 2 je její univerzálnost a tím i značná přidaná hodnota. Pouzdro hodinek Deep Ding 2 AS.DD15-RBR je vyrobeno z ušlechtilé oceli s černou PVD úpravou. Součástí pouzdra je také nerezová mřížka. Číselník, v barvě rose gold, nese umělecky ztvárněné…

Objev podobné jako Alexander Shorokhoff Deep Ding 2 AS.DD15-RBR

Engage the World Change the World Deep Learning has claimed the attention of educators and policymakers around the world. This book not only defines what deep learning is, but takes up the question of how to mobilize complex, whole-system change and transform learning for all students. Deep Learning is a global partnership that works to: transform the role of teachers to that of activators who design experiences that build global competencies using real-life problem solving; and supports schools, districts, and systems to shift practice and how to measure learning in authentic ways. This comprehensive strategy incorporates practical tools and processes to engage students, educators, and families in new partnerships and drive deep learning. Inside you’ll find: The Deep Learning Framework Vignettes and case studies from K-12 classrooms in 1,200 schools in seven countries Guidance for reaching disadvantaged and differently abled students Sample protocols and rubrics for assessment Videos demonstrating deep learning design and innovative leadership in practice Through learning partnerships, learning environments, new pedagogical practices, and leveraged digital skills, deep learning reaches students as never before — preparing them to be active, engaged participants in their future.

Objev podobné jako Deep Learning - Joanne Quinn, Michael Fullan, Joanne J. McEachen

The Science of Deep Learning emerged from courses taught by the author that have provided thousands of students with training and experience for their academic studies, and prepared them for careers in deep learning, machine learning, and artificial intelligence in top companies in industry and academia. The book begins by covering the foundations of deep learning, followed by key deep learning architectures. Subsequent parts on generative models and reinforcement learning may be used as part of a deep learning course or as part of a course on each topic. The book includes state-of-the-art topics such as Transformers, graph neural networks, variational autoencoders, and deep reinforcement learning, with a broad range of applications. The appendices provide equations for computing gradients in backpropagation and optimization, and best practices in scientific writing and reviewing. The text presents an up-to-date guide to the field built upon clear visualizations using a unified notation and equations, lowering the barrier to entry for the reader. The accompanying website provides complementary code and hundreds of exercises with solutions.

Objev podobné jako The Science of Deep Learning - Iddo Drori

Integration is now a key expectation within the delivery of health and social care services in the UK and internationally. However, it still remains difficult to achieve and sustain in practice. Based on learning from successful, and unsuccessful, integrated care initiatives, this book is an invaluable guide for those responsible for leading, managing and delivering integrated care across health, social care and housing. Written by an experienced team of researchers who have studied, led and supported integrated care for many years Integrated Care in Practice draws on latest evidence, innovative practice and helpful theory. It provides insights into the common pitfalls that such initiatives can encounter and demonstrates positive approaches to anticipating and responding to such challenges. Throughout, real-case examples are provided, and concepts and models are connected with the realities of day-to-day life for those working within these services.Integrated care is a goal to aspire to - this book helps to explain how we can turn this goal into practical action and positive outcomes.

Objev podobné jako Integrated Care in Action - Catherine Mangan, Robin Miller, Hilary Brown

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

Ponořte se do světa série Neva Brown, inspirované mohutnou a vodnatou řekou Něvou, která majestátně protéká Petrohradem. Tyto elegantní a nadčasové hodinky ztělesňují podstatu řeky Něvy a přinášejí ji na vaše zápěstí ve dvou úžasných barevných variantách. Elegantní design modelů Neva Brown kombinuje drahé kovy s nádhernými, složitými ručními rytinami a představuje nový model ručního nátahu, který nemá ve své třídě obdoby. Guilloché se vzorem vlnky na číselníku a ladně zakřivená vteřinová ručička, která…

Objev podobné jako Alexander Shorokhoff Neva Brown AS.NEV05-4

Take a journey to a vanished world with the ADVENTURES IN TIME series - stories so exciting you won''t believe they''re all true''His mind was clear. It was time to go east. Time to march into Asia, to confront the Persians and to meet his destiny...''Alexander has one, wild dream: to rule the world. And with his childhood friends and his beloved horse Bucephalas, he sets out from his home in Ancient Greece to do just that. With historian Dominic Sandbrook as our guide, join Alexander on his incredible journey through the deserts of Egypt and over the snow-capped mountains of Persia all the way to India, defeating all who stand in his way. For anything is possible with the help of the gods...The Adventures in Time series brings the past alive for twenty-first century children. These stories are every bit as exciting as those of Harry Potter or Matilda Wormwood. The only difference is they actually happened...

Objev podobné jako Adventures in Time: Alexander the Great - Dominic Sandbrook

Understand what metacognition is and how you can apply it to your secondary school teaching to support deep and effective learning in your classroom. Metacognition is a popular topic in teaching and learning debates, but it’s rarely clearly defined and can be difficult for teachers to understand how it can be applied in the classroom. This book offers a clear introduction to applying metacognition in secondary teaching, exploring the ‘what’, ‘when/how’ and ‘why’ of using metacognition in classrooms with real life examples of how this works in practice. This is a detailed and accessible resource that offers guidance that teachers can start applying to their own lesson planning immediately, across secondary subjects. Nathan Burns is the founder of @MetacognitionU and has written metacognitive teaching resources for TES and Oxford University Press. He is Head of Maths in a Derbyshire school. Â

Objev podobné jako Inspiring Deep Learning with Metacognition - Nathan Burns

Phrasal verbs are an important part of everyday idiomatic English. This book presents 200 common phrasal verbs in humorous graphics. Written for foreign learners of English, the book gives vlear explanation to each phrasal verb, followed by concise example sentences. A glossary listing all the phrasal verbs used in the units in alphabetical order is put at the end of the book for easy reference.

Objev podobné jako Phrasal Verbs in Action 1: Learning English through pictures - Stephen Curtis

Author Yves Hilpisch, founder and CEO of The Python Quants, provides the background you need in concise fashion. ML practitioners, financial traders, portfolio managers, strategists, and analysts will focus on the implementation of these algorithms in the form of self-contained Python code and the application to important financial problems.

Objev podobné jako Reinforcement Learning for Finance - Yves Hilpisch

When enormous amounts of information are available at our fingertips, how do we learn the things we need to know?In a world overflowing with information, how can we adapt our learning methods to thrive? Dave Cormier, a pioneering figure in digital education, presents a thought-provoking manifesto in Learning in a Time of Abundance. A leading voice in digital learning, Cormier offers a fresh perspective on how we can face the uncertainty of a world where our challenges don't have clear answers amid an overwhelming digital landscape. Measuring knowledge through memorization and grades made more sense in a world where information was hard to come by. Cormier explores the cultural and teaching changes necessary to adapt in the digital age while emphasizing the importance of understanding how to navigate the vast sea of information we encounter every day, from answering questions like "Should my child play sports that often lead to concussions?" to "How should I chime in on that Facebook conversation on gender identity?" Delving into the history of traditional learning, Cormier addresses the pressing question of how we must transform our learning approaches to thrive in an era of endless information and complex decision making. This book is a ... Unknown localization key: "more"

Objev podobné jako Learning in a Time of Abundance - Learning Specialist Dave Cormier

Stable Diffusion, ChatGPT, Whisper - these are just a few examples of incredible applications powered by developments in machine learning. Despite the ubiquity of machine learning applications running in production, there are only a few viable language choices for data science and machine learning tasks. Elixir''s Nx project seeks to change that. With Nx, you can leverage the power of machine learning in your applications, using the battle-tested Erlang VM in a pragmatic language like Elixir. In this book, you''ll learn how to leverage Elixir and the Nx ecosystem to solve real-world problems in computer vision, natural language processing, and more.The Elixir Nx project aims to make machine learning possible without the need to leave Elixir for solutions in other languages. And even if concepts like linear models and logistic regression are new to you, you''ll be using them and much more to solve real-world problems in no time.Start with the basics of the Nx programming paradigm - how it differs from the Elixir programming style you''re used to and how it enables you to write machine learning algorithms. Use your understanding of this paradigm to implement foundational machine learning algorithms from scratch. Go deeper and discover the power of ... Unknown localization key: "more"

Objev podobné jako Machine Learning in Elixir - Sean Moriarity

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 Simulation Image Denoising using Mean-Field Variational Inference EM algorithm for Hidden Markov Models Imbalanced Learning, Active Learning and Ensemble Learning Bayesian Optimisation for Hyperparameter Tuning Dirichlet Process K-Means for Clustering Applications Stock Clusters based on Inverse Covariance Estimation Energy Minimisation using Simulated Annealing Image Search based on ResNet Convolutional Neural Network Anomaly 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 ... Unknown localization key: "more"

Objev podobné jako Machine Learning Algorithms in Depth - Vadim Smolyakov

Create LLM-powered autonomous agents and intelligent assistants that can adapt to your specific business and personal needs.Each job you take on or decision you make requires some of your precious time. AI Agents in Action teaches you to develop and deliver LLM-based assistants and agents that can independently process information, make decisions, and learn from interactions. These powerful autonomous AI agents and interactive assistants handle routine tasks behind the scenes so you can focus on other things.In AI Agents in Action, author Micheal Lanham combines cutting-edge academic research with practical experience to help you: Understand AI agent behavior patterns Design and deploy intelligent agents Use the OpenAI Assistants API and other tools Manage knowledge and memory Build in feedback loops so agents learn from their actions Design collaborative multi-agent systems Create agents with speech and vision features From script-free customer service chatbots to fully independent agents operating out of sight, AI-powered assistants are a groundbreaking advance in machine intelligence. In AI Agents in Action you''ll learn a reliable, tested framework for developing working agents for a variety of practical business and personal tasks.

Objev podobné jako AI Agents in Action - Micheal Lanham

"This is exactly what my school needs right now to support colleagues to build on the foundations of our written concept-based curriculum and to take-off our taught curriculum to the next - and highest - levels." Neville Kirton, Deputy Head of Secondary Colegio Anglo Colombiano, Bogota, Colombia "Filled with strategies, illustrations, diagrams, and pictures, this book really gives you the insight you need to help students better understand what they are learning. So many great ideas that can be used in any classroom. A must read for all educators." Amanda McKee, 9th, Algebra/Geometry, Secondary Certified Instructor/Mentor Johnsonville High School, Johnsonville, SC Create a thinking classroom that helps students move from the factual to the conceptual All students deserve the opportunity to think conceptually. But seeing conceptual relationships does not come naturally to every student. How can teachers construct thinking classrooms where students can move from the factual to the conceptual level of thinking? Concept-Based Inquiry in Action has the answers. In this book, the authors marry theory with practice to create a new framework for inquiry that promotes deep understanding: Concept-Based Inquiry. The key is helping students to inquire into concepts and the relationships between them using guiding questions developed ... Unknown localization key: "more"

Objev podobné jako Concept-Based Inquiry in Action - Carla Marschall, Rachel French

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

Research has identified cooperative learning as one of the ten High Impact Practices that improve student learning. If you’ve been interested in cooperative learning, but wondered how it would work in your discipline, this book provides the necessary theory, and a wide range of concrete examples.Experienced users of cooperative learning demonstrate how they use it in settings as varied as a developmental mathematics course at a community college, and graduate courses in history and the sciences, and how it works in small and large classes, as well as in hybrid and online environments. The authors describe the application of cooperative learning in biology, economics, educational psychology, financial accounting, general chemistry, and literature at remedial, introductory, and graduate levels.The chapters showcase cooperative learning in action, at the same time introducing the reader to major principles such as individual accountability, positive interdependence, heterogeneous teams, group processing, and social or leadership skills.The authors build upon, and cross-reference, each others’ chapters, describing particular methods and activities in detail. They explain how and why they may differ about specific practices while exemplifying reflective approaches to teaching that never fail to address important assessment issues.

Objev podobné jako Cooperative Learning in Higher Education

From leading educational researcher Ron Ritchhart, a deep dive that illuminates what the foundational mindsets needed to create cultures of thinking really looks like in action. Building on the framework presented in the best-selling Creating Cultures of Thinking, Ron Ritchhart’s new book, Cultures of Thinking in Action, takes the next step in helping readers not only understand how a culture of thinking looks and feels, but also how to create it for themselves and their learners. Arguing that no set of practices or techniques alone is sufficient to create a culture of thinking in and of itself, Ritchhart explores the underlying beliefs that motivate the creation of cultures of thinking, presenting key mindsets every educator and leader needs to embrace if they are serious about creating powerful thinkers and learners. Much more than just an instructional guide, Cultures of Thinking in Action offers readers a reflective journey into their own teaching, leading, and parentingwhile providing the foundation and concrete strategies needed to create and develop a culture of thinking for all learners. This book: Presents ten foundational mindsets of a culture of thinkingIncludes the latest research of the Cultures of Thinking ProjectIncludes questions, exercises, and discussion prompts to inspire reflection ... Unknown localization key: "more"

Objev podobné jako Cultures of Thinking in Action - Ron Ritchhart

In Hope in Action, Sanna Marin takes readers on the extraordinary journey of her trailblazing career and shares her vision for a new kind of leadership. When she became Prime Minister of Finland at just thirty-four years old, Marin was the world´s youngest serving prime minister at the time, captivating the world’s attention with her progressive ideas and her boldness amidst major crises.Marin’s story is one of resilience and hope. The first in her family to attend university, she broke barriers to become a global icon of progressive leadership. Her time as Prime Minister saw historic milestones. During Marin’s term (2019 – 2023), she led Finland through the COVID-19 pandemic, and her government implemented many progressive reforms addressing climate change, social justice and equality. She helped the country navigate neighboring Russia’s devastating full-scale invasion of Ukraine, and Finland’s rapid joining of NATO – the swiftest entry for any country in the alliance’s history.Through vivid retellings of her experiences, Marin shares how she overcame significant political challenges, and how she coped with her personal life becoming public, like in an incident that sparked a media frenzy and prompted women including Hillary Clinton and Alexandria Ocasio-Cortez to express their support for Marin.Hope ... Unknown localization key: "more"

Objev podobné jako Hope in Action - Sanna Marin

In Hope in Action, Sanna Marin takes readers on the extraordinary journey of her trailblazing career and shares her vision for a new kind of leadership. When she became Prime Minister of Finland at just thirty-four years old, Marin was the world´s youngest serving prime minister at the time, captivating the world’s attention with her progressive ideas and her boldness amidst major crises.Marin’s story is one of resilience and hope. The first in her family to attend university, she broke barriers to become a global icon of progressive leadership. Her time as Prime Minister saw historic milestones. During Marin’s term (2019 – 2023), she led Finland through the COVID-19 pandemic, and her government implemented many progressive reforms addressing climate change, social justice and equality. She helped the country navigate neighboring Russia’s devastating full-scale invasion of Ukraine, and Finland’s rapid joining of NATO – the swiftest entry for any country in the alliance’s history.Through vivid retellings of her experiences, Marin shares how she overcame significant political challenges, and how she coped with her personal life becoming public, like in an incident that sparked a media frenzy and prompted women including Hillary Clinton and Alexandria Ocasio-Cortez to express their support for Marin.Hope ... Unknown localization key: "more"

Objev podobné jako Hope in Action - Sanna Marin

A practical and innovative textbook detailing how to build real-world software products with machine learning components, not just models.Traditional machine learning texts focus on how to train and evaluate the machine learning model, while MLOps books focus on how to streamline model development and deployment. But neither focus on how to build actual products that deliver value to users. This practical textbook, by contrast, details how to responsibly build products with machine learning components, covering the entire development lifecycle from requirements and design to quality assurance and operations. Machine Learning in Production brings an engineering mindset to the challenge of building systems that are usable, reliable, scalable, and safe within the context of real-world conditions of uncertainty, incomplete information, and resource constraints. Based on the author’s popular class at Carnegie Mellon, this pioneering book integrates foundational knowledge in software engineering and machine learning to provide the holistic view needed to create not only prototype models but production-ready systems. •   Integrates coverage of cutting-edge research, existing tools, and real-world applications•   Provides students and professionals with an engineering view for production-ready machine learning systems•   Proven in the classroom•   Offers supplemental resources including slides, videos, ... Unknown localization key: "more"

Objev podobné jako Machine Learning in Production - Christian Kastner

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

Community Change in Action guides students through the process of turning their personal passion into goal-driven action for community development. Using an evidence-based curriculum, the book breaks down exactly how to initiate and drive social change in a way that speaks to the unique characteristics of Gen Zs.Each chapter provides step-by-step actions, analyzes real-life examples, and supplies the necessary tools for success. The authors'' multiple decades of experience leading students in community development, both in the United States and abroad, spawn a rich and engaging source for these examples. Each step is highlighted through Gen Zs narrated examples of using the guide and the associated toolkits to implement major social change initiatives, from rural America to Sri Lanka and beyond.This book takes best practice approaches to youth leadership, community development, and social change beyond the classroom, inspiring and illustrating how Gen Z students can take their passion and turn it into social action.

Objev podobné jako Community Change in Action - Carly L. Redding, Sarah L. Young

Outdoor Learning in Higher Education is essential reading for educational developers and academic teachers of all disciplines interested in the theory behind, and benefits of, learning outdoors. Filled with practical case studies and backed by recent research, it provides educators with the tools needed to create an effective yet inclusive learning experience for their students beyond the lecture hall or seminar room.In chapters which offer analysis, discussion of current debates and advice for good practice, the book is structured around five key themes:Theoretical perspectives and research supporting outdoor learning.Health and wellbeing benefits for learners and educators.Tools and techniques for teaching outdoors, including new technology.Examples of effective fieldwork.Crossing educational borders and implementing sustainability and the natural world into the curriculum.This key book covers issues which are relevant across all disciplines in higher education, including: experiential learning, sustainability, diversity and inclusion, and incorporating new technology. Outdoor Learning in Higher Education develops perspectives on these and other themes, while encouraging the creation of inspiring and effective learning environments.

Objev podobné jako Outdoor Learning in Higher Education

Learning to Teach Art and Design in the Secondary School is the key text for all those preparing to become art and design teachers in secondary school. It explores a range of approaches to teaching and learning, and provides a conceptual and practical framework for understanding the diverse nature of art and design in the secondary school curriculum.Written by experts in the field, it aims to inform and inspire, challenge orthodoxies and encourage a freshness of vision. It provides support and guidance for learning and teaching in art and design, suggesting strategies to motivate and engage pupils in making, discussing and evaluating visual and material culture.This fourth edition has been comprehensively updated and re-structured in light of the latest theory, research and policy in the field and includes new chapters exploring diversity, identity and inclusion, attitudes to making and teaching as an artistic practice.Essential topics include:Ways of learning in art and designTeaching as an artistic practicePlanning for teaching and learningDiversity and inclusionSustainable designAssessment and examinationsCritical studiesProfessional development in the gallerySupporting each chapter are suggestions for further reading and tasks designed to encourage you to reflect critically on your practice. Learning to Teach Art and Design in the Secondary School addresses ... Unknown localization key: "more"

Objev podobné jako Learning to Teach Art and Design in the Secondary School

Jamie and Andrew are strangers, but they''re two of the last people left alive. They don''t know what they''ll find on their dangerous journey ... but they may just find each other. A queer romance about courage, hope and humanity for fans of They Both Die at the End, The Hunger Games and Simon vs the Homo Sapiens Agenda.When the Superflu wipes out most of the population, Jamie finds himself completely alone in a cabin in the woods - until an injured stranger crosses his path.Life is dangerous now and, armed with a gun, Jamie goes to pull the trigger. But there''s something about Andrew ... something that stops Jamie in his tracks. Jamie takes him in, and as Andrew heals and they eventually step out into the strange new world, their relationship starts to feel like more than just friendship ...But trouble isn''t far behind. As the boys make a perilous journey south, they''ll come face to face with a world torn apart and society in ruins. And who, or what, will they find waiting for them at the end of it all?"Tense, exciting, sometimes heartbreaking and always romantic, All That''s Left in the World explores what it means ... Unknown localization key: "more"

Objev podobné jako All That's Left in the World - Erik J. Brown

In Secondary Maths in Action, experienced curriculum expert and maths teacher Emma McCrea offers insights into the complex task of teaching maths.Taking an evidence-informed stance, Emma first explores the age-old question of why we study maths and the important role it plays in our lives and in society. Next she examines several pertinent debates in maths - those of pupil grouping, mastery and gender. Finally, we are taken on a grand tour of curriculum, pedagogy and assessment as the fundamental pillars of great teaching.Additionally, the book includes four rich case studies, revisited throughout the curriculum, pedagogy, and assessment chapters, which help to showcase how these ideas can be applied in various contexts - so you can really see what it all looks like In Action.

Objev podobné jako Secondary Maths in Action - Emma McCrea

Despite the key role played by second language acquisition (SLA) courses in linguistics, teacher education and language teaching degrees, participants often struggle to bridge the gap between SLA theories and their many applications in the classroom. In order to overcome the ‘transfer’ problem from theory to practice, Andrea Nava and Luciana Pedrazzini present SLA principles through the actions and words of teachers and learners.Second Language Acquisition in Action identifies eight important SLA principles and involves readers in an ‘experiential’ approach which enables them to explore these principles ‘in action’. Each chapter is structured around three stages: experience and reflection; conceptualisation; and restructuring and planning. Discussion questions and tasks represent the core of the book. These help readers in the process of ‘experiencing’ SLA research and provide them with opportunities to try their hands at different areas of language teachers’ professional expertise.Aimed at those on applied linguistics MA courses, TESOL/EFL trainees and in-service teachers, Second Language Acquisition in Action features:· Key Questions at the start of each chapter · Data-based tasks to foster reflection and to help bridge the gap between theory and practice· Audiovisual extracts of lessons on an accompanying website· Further Reading suggestions at the end of each chapter

Objev podobné jako Second Language Acquisition in Action - Andrea Navagero, Dr Luciana Pedrazzini

Knowledge graphs help understand relationships between the objects, events, situations, and concepts in your data so you can readily identify important patterns and make better decisions. This book provides tools and techniques for efficiently labeling data, modeling a knowledge graph, and using it to derive useful insights. In Knowledge Graphs and LLMs in Action you will learn how to: Model knowledge graphs with an iterative top-down approach based in business needs Create a knowledge graph starting from ontologies, taxonomies, and structured data Use machine learning algorithms to hone and complete your graphs Build knowledge graphs from unstructured text data sources Reason on the knowledge graph and apply machine learning algorithms Move beyond analyzing data and start making decisions based on useful, contextual knowledge. The cutting-edge knowledge graphs (KG) approach puts that power in your hands. In Knowledge Graphs and LLMs in Action, you''ll discover the theory of knowledge graphs and learn how to build services that can demonstrate intelligent behavior. You''ll learn to create KGs from first principles and go hands-on to develop advisor applications for real-world domains like healthcare and finance. About the technology: Knowledge graphs represent a network of real-world entities—from people and places to genes and proteins—and ... Unknown localization key: "more"

Objev podobné jako Knowledge Graphs and LLMs in Action - Alessandro Negro

By dividing large applications into separate self-contained units, Microservices are a great step toward reducing complexity and increasing flexibility. Spring Microservices in Action, Second Edition teaches you how to build microservice-based applications using Java and the Spring platform. This second edition is fully updated for the latest version of Spring, with expanded coverage of API routing with Spring Cloud Gateway, logging with the ELK stack, metrics with Prometheus and Grafana, security with the Hashicorp Vault, and modern deployment practices with Kubernetes and Istio. about the technologyMicroservices break up your code into independent interconnected services that require careful forethought and design. Fortunately, Spring Boot, Spring Cloud, and Spring Cloud Gateway simplify the tedious plumbing and infrastructure setup required for microservice applications. Spring Boot removes the boilerplate code involved with writing a REST-based service. Spring Cloud provides a suite of tools for the discovery, routing, and deployment of microservices to the enterprise and the cloud. Spring Cloud Gateway provides a clear and effective routing to APIs, with a single entry point into a system. Together, they make it a snap to spin up Spring applications as microservices and wire them together into a reliable, scalable system. about the bookFully updated and upgraded ... Unknown localization key: "more"

Objev podobné jako Spring Microservices in Action - Illary Sanchez, John Carnell

Make learning visible in the early years   Early childhood is a uniquely sensitive time, when young learners are rapidly developing across multiple domains, including language and literacy, mathematics, and motor skills. Knowing which teaching strategies work best and when can have a significant impact on a child’s development and future success. Visible Learning in Early Childhood investigates the critical years between ages 3 and 6 and, backed by evidence from the Visible Learning® research, explores seven core strategies for learning success: working together as evaluators, setting high expectations, measuring learning with explicit success criteria, establishing developmentally appropriate levels of learning, viewing mistakes as opportunities, continually seeking feedback, and balancing surface, deep, and transfer learning. The authors unpack the symbiotic relationship between these seven tenets through Authentic examples of diverse learners and settings Voices of master teachers from the US, UK, and Australia Multiple assessment and differentiation strategies Multidisciplinary approaches depicting mathematics, literacy, art and music, social-emotional learning, and more Using the Visible Learning research, teachers partner with children to encourage high expectations, developmentally appropriate practices, the right level of challenge, and a focus on explicit success criteria. Get started today and watch your young learners thrive!

Objev podobné jako Visible Learning in Early Childhood - John Hattie, John T. Almarode, Kateri Thunder

The life-changing, seven-step guide to manifesting from self-development coach and internationally bestselling author Roxie Nafousi.It’s possible to change your life, and Forbes’ “queen of manifesting” Roxie Nafousi is here to show you how to do it. In her newest book, Manifest in Action, readers learn exactly how to unlock their limitless potential, create lasting, transformative change, and turn dreams into reality.Providing practical techniques to expand readers’ understanding of each of the seven steps to manifestation, Manifest in Action demonstrates how to harness your potential and confidently step into your power. Each chapter is filled with simple and inspiring exercises designed to cultivate self-awareness, reflection, and growth, empowering readers to manifest the change they want to see in their lives.Originally published in the UK as Manifest: Dive Deeper, Roxie''s book is now finally available to her U.S. audience. Described as “the face of manifesting” by The Times and “the voice manifestation needs” by Jay Shetty, Roxie Nafousi can help any reader find their way to empowerment and success in just seven simple steps.

Objev podobné jako Manifest in Action - Roxie Nafousi

English in Action is a four-level, standards-based integrated language learning program that prepares adults for work and academic success. The third edition of English in Action features authentic and high-interest content from National Geographic to promote critical thinking and 21st century skills. English in Action is retaining its best-selling grammar approach and relevance of topics to learners’ lives that prepare learners for education or a career pathway.

Objev podobné jako English in Action 1: Student's Book - Elizabeth Neblett, Barbara Foley

This book explores embodiment in second language education, sociocultural theory and research. It focuses on process drama, an embodied approach that engages learners'' imagination, body and voice to create a felt-experience of the second language and culture. Divided into three parts, it begins by examining the aesthetic and intercultural dimension of performative language teaching, the elements of drama and knowing-in-action. The central part of the book examines issues related to play, emotions, classroom discourse and assessment when learning a language through process drama, in a sociocultural perspective. The third part is an analysis of the author''s qualitative research, which informs a subtle discussion on reflective practitioner methodology, learner engagement and teacher artistry. Each chapter includes a drama workshop, illustrating in practice what embodying language in action can look like when working with asylum seekers, adult learners with intellectual disabilities, pre-service teachers, international students and children involved in a Content and Language Integrated Learning (CLIL) programme. A unique combination of theory, research and reflective practice, this book provides valuable insights for teacher/artists, teacher educators and researchers in the fields of performative and sociocultural language learning.

Objev podobné jako Embodying Language in Action - Erika Piazzoli

Master essential best practices for deploying and managing applications on Amazon Web Services. The ideal guide for mid-level developers, DevOps or platform engineers, architects, and system administrators. Amazon Web Services in Action: An in-depth guide to AWS is a comprehensive, practical introduction to deploying and managing applications on the AWS cloud platform. This revised bestseller is packed with techniques for building highly available and scalable architectures and automating deployment with Infrastructure as Code. This book will show you how to: Leverage globally distributed data centres to launch virtual machines with EC2 Store and archive large volumes of data with EBS, S3, and EFS Persist and query data with highly available and scalable database systems with RDS and DynamoDB Enhance performance with caching data in-memory with ElastiCache and MemoryDB Use Infrastructure as Code to automate your cloud infrastructure Secure workloads running in the cloud with VPC and IAM Build fault-tolerant web applications with ALB and SQS Automate common sysadmin tasks with Lambda, CLI, and SDK Build cloud-native applications based on containers with AppRunner, ECS, Fargate About the technology Thousands of developers have chosen Amazon Web Services in Action: An in-depth guide to AWS to help them succeed with the AWS cloud. ... Unknown localization key: "more"

Objev podobné jako Amazon Web Services in Action: An in-depth guide to AWS - Andreas Wittig, Michael Wittig

"To me, this has always been the defacto standard for documentation on the Spring Framework. I bought the 1st edition when it first came out as we were converting alegacy app to Spring and this book was essential in learning how the current version worked." - Tony Sweets A new edition of the classic bestseller! Spring in Action, 6th Edition covers all of the new features of Spring 5.3 and Spring Boot 2.4 along with examples of reactive programming, Spring Security for REST Services, and bringing reactivity to your databases. You''ll also find the latest Spring best practices, including Spring Boot for application setup and configuration. about the technologySpring Framework makes life easier for Java developers. The latest version of Spring brings its productivity-focused approach to microservices, reactive development, and other modern application designs. With Spring Boot now fully integrated, you can start even complex projects with minimal configuration code. And in recent version of Spring, the new RSocket specification makes your application''s networking symmetrical—perfect for reactive design. about the bookSpring in Action, 6th Edition guides you through Spring''s core features explained in Craig Walls'' famously clear style. You''ll roll up your sleeves and build a secure database-backed web app ... Unknown localization key: "more"

Objev podobné jako Spring in Action - Craig Walls