the elements of statistical learning jerome friedman trevor hastie robert tibshirani

During the past decade there has been an explosion in computation and information technology. With it have come vast amounts of data in a variety of fields such as medicine, biology, finance, and marketing. The challenge of understanding these data has led to the development of new tools in the field of statistics, and spawned new areas such as data mining, machine learning, and bioinformatics. Many of these tools have common underpinnings but are often expressed with different terminology. This book describes the important ideas in these areas in a common conceptual framework. While the approach is statistical, the emphasis is on concepts rather than mathematics. Many examples are given, with a liberal use of color graphics. It is a valuable resource for statisticians and anyone interested in data mining in science or industry. The book''s coverage is broad, from supervised learning (prediction) to unsupervised learning. The many topics include neural networks, support vector machines, classification trees and boosting---the first comprehensive treatment of this topic in any book.This major new edition features many topics not covered in the original, including graphical models, random forests, ensemble methods, least angle regression & path algorithms for the lasso, non-negative matrix factorization, and spectral ... Unknown localization key: "more"

Objev podobné jako The Elements of Statistical Learning - Jerome Friedman, Trevor Hastie, Robert Tibshirani

''The Book of St John is too witty to be a manifesto, but it is a sturdy invocation of the need for comfort, generosity and ritual at the table. And it is a gurglingly delightful compendium of - quite simply - delicious ideas and stories'' Nigella Lawson''An unutterable joy from the team behind one of the most influential and important restaurants in Britain ... This is much more than a book of recipes, though (glorious as they are). It’s also about the importance of the table, of feasting, of friendship, of the white cloth napkin on your knee. And it sings of simple but wonderful pleasures: a bacon sandwich and a glass of cider, a doughnut and a glass of champagne.’ Diana Henry, The Telegraph''The Book of St. JOHN, part food gospel, part memoir, part recipe book.'' Observer Food MonthlyJoin the inimitable Fergus Henderson and Trevor Gulliver as they welcome you into their world-famous restaurant, inviting you to celebrate 25 years of unforgettable, innovative food.Established in 1994, St. JOHN has become renowned for its simplicity, its respect for quality ingredients and for being a pioneer in zero waste cooking – they strive to use every part of an ingredient, from ... Unknown localization key: "more"

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An Introduction to Statistical Mechanics and Thermodynamics returns with a second edition which includes new chapters, further explorations, and updated information into the study of statistical mechanics and thermal dynamics.The first part of the book derives the entropy of the classical ideal gas, using only classical statistical mechanics and an analysis of multiple systems first suggested by Boltzmann. The properties of the entropy are then expressed as "postulates" of thermodynamics in the second part of the book. From these postulates, the formal structure of thermodynamics is developed. The third part of the book introduces the canonical and grand canonical ensembles, which are shown to facilitate calculations for many model systems. An explanation of irreversible phenomena that is consistent with time-reversal invariance in a closed system is presented. The fourth part of the book is devoted to quantum statistical mechanics, including black-body radiation, the harmonic solid, Bose-Einstein and Fermi-Dirac statistics, and an introduction to band theory, including metals, insulators, and semiconductors. The final chapter gives a brief introduction to the theory of phase transitions. Throughout the book, there is a strong emphasis on computational methods to make abstract concepts more concrete.

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WINNER OF THE GUILD OF FOOD WRITERS AWARD 2025 - SPECIALIST COOKERY BOOK AWARD SHORTLISTED FOR THE FORTNUM & MASON FOOD AND DRINK AWARDS 2025 - COOKERY BOOK OF THE YEAR NOMINATED FOR THE 2025 JAMES BEARD FOUNDATION BOOK AWARD - BAKING AND DESSERTS 'As soon as I read The Elements of Baking, I knew it would have a permanent spot on my kitchen bookshelf.' Dorie Greenspan, New York Times bestselling author of Baking with Dorie Armed with a PhD in Inorganic Chemistry, Katarina Cermelj lays out the science behind baking and the ingredients that make it work, so you can easily adapt your baking to your diet and lifestyle, and still make sure it tastes spectacular. With an abundance of mouth-watering recipes together with quantitative modification rules that you can use to convert any recipe into whatever version you fancy, The Elements of Baking will transform the way you think about ingredients. It will be a constant companion in the kitchen and the book you refer to every time you want to bake. Just like the recipes of her popular baking blog The Loopy Whisk, the recipes Katarina shares in her latest book are always approachable, reliable and incredibly ... Unknown localization key: "more"

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Expert real-world insight on the intricacies of quantitative trading before, during, and after the trade The Elements of Quantitative Investing is a comprehensive guide to quantitative investing, covering everything readers need to know from inception of a strategy, to execution, to post-trade analysis, with insight into all the quantitative methods used throughout the investment process. This book describes all the steps of quantitative modeling, including statistical properties of returns, factor model, portfolio management, and more. The inclusion of each topic is determined by real-world applicability. Divided into three parts, each corresponding to a phase of the investment process, this book focuses on well-known factor models, such as PCA, but with essential grounding in financial context. This book encourages the reader to think deeply about simple things. The author, Giuseppe Paleologo, has held senior quantitative research and risk management positions at three of the four biggest hedge fund platforms in the world, and at one of the top three proprietary trading firms. Currently, he serves as the Head of Quantitative Research at Balyasny Asset Management with $21 billion in assets under management. He has held teaching positions at Cornell University and New York University and holds a Ph.D. and two M.S. ... Unknown localization key: "more"

Objev podobné jako The Elements of Quantitative Investing - Giuseppe A. Paleologo

This book is about elements that kill. Mercury, arsenic, antimony, lead, and thallium can be lethal, as many a poisoner knew too well. Emsley explores the gruesome history of these elements and those who have succumbed to them in a fascinating narrative that weaves together stories of true crime, enduring historical mysteries, tragic accidents, and the science behind it all. The colourful cast includes ancient alchemists, kings, leaders, a pope, several great musicians, and a motley crew of murderers. Among the intriguing accounts is that of the 17th century poet Sir Thomas Overbury, who survived four attempts to poison him with mercury but died when given the poison in enema form - under whose direction remains uncertain. Here, too, is detailed the celebrated case of Florence Maybrick, convicted of poisoning her violent husband James with arsenic, but widely believed at the time to be innocent. The question of her guilt is still disputed.Threaded through the book alongside the history is the growing understanding of chemistry, and the effects of different chemical substances on the human body. Thousands suffered the ill effects of poisonous vapours from mercury, lead, and arsenic before the dangers were realized. Hatters went mad because of mercury ... Unknown localization key: "more"

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`the state of men without civil society (which state we may properly call the state of nature) is nothing else but a mere war of all against all.'' Thomas Hobbes was the first great philosopher to write in English. His account of the human condition, first developed in The Elements of Law (1640), which comprises Human Nature and De Corpore Politico, is a direct product of the intellectural and political strife of the seventeenth century. It is also a remarkably penetrating look at human nature, and a permanently relevant analysis of the fears of self-seeking that result in the war of `each against every man''. In The Elements of Law Hobbes memorably sets out both the main lines of his general philosophy, later augmented in De Corpore (1655), and the moral and political philosophy later made famous in Leviathan (1651). Copies of Human Nature and De Corpore Politico, until 1889 printed as separate works, are rare antiques or scarcely less rare scholarly texts; this is the first complete popular edition. It is here supplemented by chapters from De Corpore and Three Lives, two from Hobbes''s original Latin. These have never before been published together in English. ABOUT THE SERIES: For ... Unknown localization key: "more"

Objev podobné jako The Elements of Law Natural and Politic. Part I: Human Nature; Part II: De Corpore Politico - Thomas Hobbes

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.

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Radical in its implications, this original and important work may change forever the views we hold about the nature of learning. In The Power of Mindful Learning, Ellen Langer uses her innovative theory of mindulness, introduced in her influential earlier book, to dramatically enhance the way we learn. In business, sports, laboratories, or at home, our learning is hobbled by certain antiquated and pervasive misconceptions. In this pithy, liberating, and delightful book she gives us a fresh, new view of learning in the broadest sense. Such familiar notions as delayed gratification, ”the basics”, or even ”right answers”, are all incapacitating myths which Langer explodes one by one. She replaces them with her concept of mindful or conditional learning which she demonstrates, with fascinating examples from her research, to be extraordinarily effective. Mindful learning takes place with an awareness of context and of the ever-changing nature of information. Learning without this awareness, as Langer shows convincingly, has severely limited uses and often sets on up for failure.With stunning applications to skills as diverse as paying attention, CPR, investment analysis, psychotherapy, or playing a musical instrument, The Power of Mindful Learning is for all who are curious and intellectually adventurous.

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By way of an analysis of Heidegger''s use of the elements of earth, water, air, and fire as a means to describe the unfolding of being, this Element offers a novel account of Heidegger''s understanding of the human. By covering a variety of texts from the late-20s through the early-50s (including several of his recently published Black Notebooks), this Element demonstrates the manner in which these elements comprise, for Heidegger, the very being of the human.

Objev podobné jako Heidegger and the Elements of (Human) Being - S. Montgomery Ewegen

Dava Sobel, acclaimed and bestselling author of Longitude, chronicles the life and work of the most famous woman in the history of science – and the untold story of the young women who trained in her laboratory.‘A fresh and feminist study of the pioneering Nobel laureate reveals her impact on the women she mentored and set on the path to prominence’ Observer‘It is a novel lens through which to view Curie’s story, and Sobel paints her tale with characteristic deftness and eloquence’ Financial TimesFor decades Marie Curie was the only woman in the room at international scientific gatherings, and despite constant illness she travelled far and wide to share the secrets of radioactivity, a term she coined. She is still the only person to win a Nobel Prize in two scientific fields.Her ingenuity extended far beyond the laboratory walls; grieving the death of her husband, Pierre, she took his place as professor of physics at the Sorbonne, devotedly raised two daughters, drove a van she outfitted with x-ray equipment to the front lines of World War I, befriended Albert Einstein and inspired generations of young women to pursue science as a way of life.Approaching Marie Curie from a unique angle, ... Unknown localization key: "more"

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Mark Forsyth presents the secret of writing unforgettable phrases, uncovering the techniques that have made immortal such lines as ‘To be or not to be’ and ‘Bond. James Bond.’ In his inimitably entertaining and witty style, he takes apart famous quotations and shows how you too can write like Shakespeare, Oscar Wilde or John Lennon. Crammed with tricks to make the most humdrum sentiments seem poetic or wise, The Elements of Eloquence reveals how writers through the ages have turned humble words into literary gold – and how you can do the same. ‘An informative but highly entertaining journey through the figures of rhetoric … Mark Forsyth wears his considerable knowledge lightly. He also writes beautifully.’ David Marsh, Guardian Mark Forsyth is a blogger and author who was given a copy of the Oxford English Dictionary as a christening present and has never looked back. In 2009 he started the Inky Fool blog in order to share his heaps of useless information with a verbose world.

Objev podobné jako The Elements of Eloquence - Mark Forsyth

The James Beard and IACP Award-winning author of Flour Water Salt Yeast and one of the most trusted baking authorities in the country proves that amazing pizza is within reach of any home cook. “If there were ever to be a bible for all things pizza—and I mean all things—Ken Forkish has just written it.”—Marc Vetri, author of Mastering Pasta and owner of VetriThe Elements of Pizza breaks down each step of the pizza-making process, from choosing a dough to shaping your pie to selecting cheeses and toppings that will work for your home kitchen setup. Forkish offers more than a dozen different dough recipes—same-day “Saturday doughs” that you can make in the morning to bake pizza that night, levain doughs made from a naturally fermented yeast starter, and even gluten-free dough—each of which results in the best, most texturally sublime crust you’ve ever made at home. His clear, expert instructions will have you shaping pies and loading a pizza peel with the confidence of a professional pizzaiolo. And his innovative, seasonal topping ideas will surprise and delight any pizza lover—and inspire you to create your own signature pies, just the way you like them.

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The Elements of Applied Psychological Practice in Australia is a comprehensive and applied review of material required for basic psychological practice in Australia. This book is the first of its kind to offer a one-step resource to success in the Australian National Psychology Examination. Nadine Pelling and Lorelle Burton have provided you with everything you need and more, most notably: • A comprehensive review of applied areas and all assessments noted as important by the Psychology Board of Australia• Study skills and tips, including ‘making a study plan’ and how to manage your time• 100 sample Multiple Choice Questions (MCQ) with answers and explanations.For anyone looking to take the Australian National Psychology Examination, this detailed, concise, and extremely easy to read book is an absolute must-have.Beginning-level and experienced psychologists will also find the comprehensive coverage of applied practice areas a useful reference for their client-related work, and its value as a resource comes alive with its succinct presentation of client-based psychological assessment and the ethics of applied practice and interventions. This book will also be of interest to teachers of psychology and international psychologists and scholars who may be interested in how psychology is practiced in Australia.

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Master the art of concise and powerful writing with The Elements of Style by William Strunk Jr. This timeless guide offers indispensable advice on grammar, punctuation, and style. A must-have for writers, students, and anyone seeking to enhance their communication skills. Â William Strunk Jr.''s timeless guide to effective writing Indispensable advice on grammar, punctuation, and style Enhance your communication skills A must-have for writers and students Unlock the secrets to concise and powerful writing with this essential reference tool. Â

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Congo is rich. Swaths of the war-torn African country lack basic infrastructure, and, after many decades of colonial occupation, its people are officially among the poorest in the world. But hidden beneath the soil are vast quantities of cobalt, lithium, copper, tin, tantalum, tungsten, and other treasures. Recently, this veritable periodic table of resources has become extremely valuable because these metals are essential for the global “energy transition”—the plan for wealthy nations to wean themselves off fossil fuels by shifting to sustainable forms of energy, such as solar and wind. The race to electrify the world’s economy has begun, and China has a considerable head start. From Indonesia to South America to Central Africa, Beijing has invested in mines and infrastructure for decades. But the U.S. has begun fighting back with massive investments of its own, as well as sanctions and disruptive tariffs.In this rush for green energy, the world has become utterly reliant on resources unearthed far away and willfully blind to the terrible political, environmental, and social consequences of their extraction. If the Democratic Republic of the Congo possesses such riches, why are its children routinely descending deep into treacherous mines to dig with the most rudimentary of ... Unknown localization key: "more"

Objev podobné jako The Elements of Power - Nicolas Niarchos

In this compact book, composer and pianist Jason Martineau presents the elements of music in clear and comprehensible terms. Packed with superb diagrams and a wealth of fascinating hard-to-come-by musical tips, this is a great primer, and an invaluable resource for novice and professional alike.

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The “bible” of risk management—fully updated for an investing landscape dramatically altered by social and technological upheavalsWhen it was first published in 2005, The Essentials of Risk Management became an instant classic in risk management. Now, the authors provide a comprehensively updated and revised edition to help you succeed in a world rocked by unprecedented changes.Combining academic research with real-world applications, this bestselling guide provides the expert insights that has made it so popular for so many years, covering the most effective ways to measure and transfer credit risk, increase risk-management transparency, and implement an organization-wide enterprise risk management approach. In addition, it covers a wide range of new issues, including:Fallout from the COVID pandemicNew emerging risks associated with digital financeThe effect of climate change on risk managementGame-changing new technologies like machine learning, artificial intelligence, and distributed ledger technologyThe definitive resource for quantifying risk versus return, The Essentials of Risk Management delivers everything you need to safeguard your investments in today’s economy.

Objev podobné jako The Essentials of Risk Management, Third Edition - Dan Galai, Robert Mark, Michel Crouhy

Dava Sobel, acclaimed and bestselling author of Longitude, chronicles the life and work of the most famous woman in the history of science – and the untold story of the young women who trained in her laboratory.

Objev podobné jako The Elements of Marie Curie - Dava Sobel

Become mind-fit for life! Learning is learnable! Educators can explicitly teach not just content, knowledge and skills, but also positive learning attitudes and habits of mind. Guy Claxton’s The Learning Power Approach will help teachers understand how ‘every lesson, every day’ shapes the way students see themselves as learners. This is the beauty of the Learning Power Approach: it is something all teachers can integrate into their daily practice. Claxton’s work helps us notice ‘what lies beneath’ the surface of our teaching and attend more closely to the way we shape dispositions and attitudes. Readers will find:  • approaches focused on building character alongside knowledge acquisition • cognitive, social and neuroscientific supportive evidence • practical illustrations and strategies Written by a renowned cognitive scientist, this book offers a ground-breaking set of design principles for strengthening students’ learning muscles. "This is the beauty of the Learning Power Approach. It is not a program, not a subject, not an add-on - it is something all teachers can integrate into their practice on a daily basis. Claxton’s work helps us notice ‘what lies beneath’ the surface of our teaching and to attend much more closely to the way we shape dispositions and ... Unknown localization key: "more"

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This book is a short biography of the life of Edwin Thabo Mofutsanyana – the General Secretary of the Communist Party of South Africa. Set against the backdrop of political crisis in South Africa, the subject matter in this book discusses Mofutsanyana’s political endeavors and his service and contribution to the freedom struggle.Print editions not for sale in Sub-Saharan Africa. This book is part of Routledge’s co-published series 30 Years of Democracy in South Africa, in collaboration with UNISA Press, which reflects on the past years of a democratic South Africa and assesses the future opportunities and challenges.

Objev podobné jako The Making of an African Communist: Edwin Thabo Mofutsanyana - Robert Edgar

As the comprehensive reference for 394 species, subspecies, and varieties of grasses, Field Guide to the Grasses of Oregon and Washington has become the definitive identification resource for amateurs and professionals alike throughout the region. With 18 additional species, updated names, new keys, and improved photos and maps, the second edition provides an in-depth and refreshed treatment of both native and introduced grasses that grow wild in Oregon and Washington and their neighboring states and provinces. This guide covers the entire spectrum of grasses, from weedy invaders to rare native species. It shows how grasses are valued for habitat restoration in numerous environments—from wetlands to deserts, and from sea level to alpine. Field Guide to the Grasses of Oregon and Washington provides identification keys, species descriptions, photographs of each species (both in the field and through a microscope), habitats, and range maps. Users will especially appreciate the labeled macrophotographs that illustrate hard-to-see diagnostic features. Biologists, land managers, botanists, and consultants, as well as plant professionals, home gardeners, and amateur plant enthusiasts, will find this guide an indispensable reference for identifying all the grasses encountered in the diverse habitats of Oregon and Washington.

Objev podobné jako Field Guide to the Grasses of Oregon and Washington - Barbara L. Wilson, Robert C. Korfhage, Richard Brainerd, Nick Otting, Cindy Talbott Roche

Kniha - autor David Spiegelhalter, 448 stran, anglicky, brožovaná bez přebalu matná Statistics has played a leading role in our scientific understanding of the world for centuries, yet we are all familiar with the way statistical claims can be sensationalised, particularly in the media. In the age of big data, as data science becomes established as a discipline, a basic grasp of statistical literacy is more important than ever. In The Art of Statistics, David Spiegelhalter guides the reader through the essential principles we need in order to derive knowledge from data. Drawing on real world problems to introduce conceptual issues, he shows us how statistics can help us determine the luckiest passenger on the Titanic, whether serial killer Harold Shipman could have been caught earlier, and if screening for ovarian cancer is beneficial. How many trees are there on the planet? Do busier hospitals have higher survival rates? Why do old men have big ears?...

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Timeless work by one of the greatest art critics of all time begins with bare fundamentals and offers brilliant philosophical advice from sketching to the laws of color and composition. "The truth behind Ruskin''s statements is always clear." — American Artist. 48 illustrations.

Objev podobné jako The Elements of Drawing - John Ruskin

This classic reference is a must-have for any student or writer. In this brief handbook, Strunk identifies the principal requirements of proper American English style and concentrates on the most often violated rules of composition. Authoritative and engagingly written, this is simply the greatest book of its kind.

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‘A tale of rapacious colonialism, Cold War spy games, dazzling technical innovation, big business rivalry, big power geopolitics […] an unflinching, landmark work on the nature of extractive capitalism.’ Patrick Radden Keefe, bestselling author of Empire of Pain and Say Nothing

Objev podobné jako The Elements of Power - Nicolas Niarchos

This revised and updated third edition, previously titled The Effective Teacher''s Guide to Dyslexia and Other Learning Difficulties (Learning Disabilities), unravels the complexity of specific learning difficulties in an accessible and user-friendly way.Each chapter provides key information about the disorder in question, giving a clear definition before discussing prevalence, causal factors, identification, and assessment and provision. Implications for the curriculum and related assessment, pedagogy, resources, therapy/care, and school and classroom organisation are explained, allowing providers to reflect and adapt their practice in response to the needs of the individual. The book informs effective provision, with the aim of encouraging the best achievement and personal and social development for children and young people.The book authoritatively and lucidly addresses issues associated with• impairment in reading/dyslexia,• impairment in written expression/dysgraphia,• impairment in mathematics/dyscalculia, and• developmental co-ordination disorder/dyspraxia.Recognising the importance and the challenge of multi-professional working, the book relates provision to the roles of parents and carers alongside that of the practitioner. Underpinned by research and widely held professional judgement, this will prove a practical, readable, and inspiring resource for professionals in the UK, US, and elsewhere including teachers, therapists, psychologists, and students entering these professions.

Objev podobné jako Supporting Disorders of Learning and Co-ordination - Farrell Michael

First, this book will change how you see the world. Then you will change how others see it.

Objev podobné jako The Elements of Choice - Eric J. Johnson

Well-organized text designed to complement graduate-level physics texts in classical mechanics, electricity, magnetism, and quantum mechanics. Topics include theory of vector spaces, analytic function theory, Green''s function method of solving differential and partial differential equations, theory of groups, more. Many problems, suggestions for further reading.

Objev podobné jako The Mathematics of Classical and Quantum Physics - Lord Byron, Robert W. Fuller

If you''ve been curious about artificial intelligence and machine learning but didn''t know where to start, this is the book you''ve been waiting for. Focusing on the subfield of machine learning known as deep learning, it explains core concepts and gives you the foundation you need to start building your own models. Rather than simply outlining recipes for using existing toolkits, Practical Deep Learning, 2nd Edition teaches you the why of deep learning and will inspire you to explore further. All you need is basic familiarity with computer programming and high school math - the book will cover the rest. After an introduction to Python, you''ll move through key topics like how to build a good training dataset, work with the scikit-learn and Keras libraries, and evaluate your models'' performance. You''ll also learn: How to use classic machine learning models like k-Nearest Neighbours, Random Forests, and Support Vector Machines, How neural networks work and how they''re trained, How to use convolutional neural networks, How to develop a successful deep learning model from scratch. You''ll conduct experiments along the way, building to a final case study that incorporates everything you''ve learned. This second edition is thoroughly revised and updated, and adds ... Unknown localization key: "more"

Objev podobné jako Practical Deep Learning, 2nd Edition - Ronald T. Kneusel

This highly practical book brings together the elements of legislation, Code of Practice, Memorandum, Government Circulars and relevant case law, policy and AMPH regulations that trainees are required to get to grips with to pass the course and practice as a registered Mental Health Professional. This fully-revised fifth edition is an essential guide for practising AMHPs, or those currently in training. With extensive appendices which cover Mental Health Act Assessments, Practice Directions (first tier tribunal) and the AMHP Regulations for both England and Wales. it also offers checklists, multiple choice questions and exercises to aid practice and learning, and includes: -       Updates to recent legislation, case law and policy -       The impact of the Policing and Crime Act 2017 on patient admissions and the Mental Health Act -       The implications of the 2017-18 Annual Report by the CQC and HIW looking at detained patients -       Anticipated outcomes of the Mental Capacity Act (Amendment) Act 2019 -       A new appendix documenting The Mental Health Act 1983 (Places of Safety) Regulations 2017

Objev podobné jako The Approved Mental Health Professional's Guide to Mental Health Law - Robert Browning

Looking for Learning: Provocations is a full-colour, practical guide to inspire child-led learning that''s linked to current policy and the EYFS framework.As each child progresses through their learning journey, Early Years practitioners are expected to identify and understand what learning is taking place in every activity that a child is involved in. Laura England, creator of Little Miss Early Years, uses her wealth of experience as an Early Years teacher to explore the learning that takes place when a child''s play has been inspired by a provocation, including mirrors to investigate symmetry, cardboard boxes to understand shapes, and sticks and pebbles to construct their own designs.Provocations invite learning, interest and creativity as they allow children to explore, think and use their imaginations. This dip-in-and-out book is linked to the Characteristics of Effective Learning and presents case studies, real-life images and practical pointers to explore their use.With tips for setting up the environment to the adult''s role in this child-led play, Looking for Learning: Provocations is ideal for all Early Years practitioners searching for accessible ideas for using provocations in their settings.Looking for Learning books are the number one tool for identifying learning opportunities in child-led play. All four books are ... Unknown localization key: "more"

Objev podobné jako Looking for Learning: Provocations - Laura England

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

Looking for Learning: Loose Parts won "Highly Commended" in the Creative Play Awards 2019 for Teaching Resources.Looks for Learning: Loose Parts is a full-colour, practical guide to inspire child-led learning that''s linked to to current policy and the EYFS framework. As each child progresses through their learning journey, Early Years practitioners are expected to identify and understand what learning is taking place in every activity that a child is involved in. Laura England, creator of Little Miss Early Years, uses her wealth of experience as an Early Years teacher to explore the learning that takes place when a child is tinkering with loose parts, including tinker trays filled with nuts and bolts, pompoms and play dough to combine, construct and investigate with.Loose parts are natural or synthetic materials and resources that have no pre-planned use; they can be moved, combined with other resources, lined up, deconstructed and constructed again. They can capture a child''s imagination, curiosity and creativity as they play with and manipulate them. This dip-in-and-out book is linked to the Characteristics of Effective Learning and presents case studies, real-life images and practical pointers to explore their use.With tips for setting up the environment to the adult''s role in ... Unknown localization key: "more"

Objev podobné jako Looking for Learning: Loose Parts - Laura England

Looking for Learning: Mark Making is a full-colour, practical guide linked to current policy and the EYFS framework. Laura England, creator of Little Miss Early Years, uses theory, cases studies, real-life images and accessible ideas to inspire child-led learning using mark making.This book will help you spark children’s natural curiosity in seeing what happens when they make marks with their fingers, bodies and toys, as well as materials from nature and from your art supplies. From drawing around shadows and swirling paint in water, to printing animal footprints, Laura England, creator of Little Miss Early Years, provides a wealth of creative ideas for incorporating mark making into all child-led play, both indoors and outside. Developing mark making and building language skills are crucial as young children begin to build their confidence in communicating. This dip-in-and-out book is linked to the Characteristics of Effective Learning and presents real-life examples and images as well as practical pointers.With tips from setting up the environment to the adult''s role in this child-led play, Looking for Learning: Mark Making is ideal for all Early Years practitioners searching for accessible ideas for using mark making in their settings.Looking for Learning books are the number one tool ... Unknown localization key: "more"

Objev podobné jako Looking for Learning: Mark Making - Laura England

“Biggs and Tang, now with Kennedy, have ensured this new edition remains an international leader for university teaching for the next decade.”Denise Chalmers AM, Emeritus Professor, University of Western Australia, Australia“This book, a fifth edition, can truly be called a “classic” on the topic of teaching, learning and curriculum design in higher education.”Michael Prosser, Honorary Professorial Fellow, Centre for the Study of Higher Education, University of Melbourne, Australia“You should be inspired to increase the quality of your teaching, your learning, and your learning about teaching.”John R. Kirby, Professor Emeritus of Educational Psychology, Queen’s University, CanadaThe concept of constructive alignment has supported generations of students and teachers within higher education. It is a ‘backward design’ method of teaching where the student outcomes are identified first and the teacher then designs teaching activities to enable students to achieve those outcomes, assessing how well they have been achieved. Each chapter outlines how to design the learning outcomes, teaching and assessments for success in learning. This updated edition of Teaching for Quality Learning at University: • Provides a comprehensive, research-based theory of teaching for teacher reflection • Outlines how educational technology can be used in constructively aligned teaching • Helps staff developers to provide ... Unknown localization key: "more"

Objev podobné jako Teaching for Quality Learning at University 5e - Catherine Tang, John Biggs, Gregor Kennedy

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

Institutional autonomy, private interests, and relevance are central themes in the evolving discourse on the nature and role of higher education. Whether pushing institutions to become more responsive to industry and labour market demands or resisting these very pressures, leaders and policymakers insist that universities must adapt. Experiential Learning and Community explores the changing role of the university, with a particular focus on how the rise of experiential learning (EL) is reshaping teaching and learning.Through the lens of EL, universities are balancing two core principles: fostering an engaged citizenry and democracy, while also equipping learners with the skills needed for a prosperous economy. As EL rapidly expands in various forms – such as work-integrated learning like co-ops and internships, as well as community-engaged student placements such as service learning – universities are extending their reach far beyond the campus. The book asks: Should universities fully embrace EL? If so, how can institutions and faculty adapt to this fundamental shift in their core mission? Are community partners now equal collaborators with a voice in pedagogy and curriculum? And perhaps most importantly, are students better served by this emergent EL approach to teaching and learning? Experiential Learning and Community addresses these questions ... Unknown localization key: "more"

Objev podobné jako Experiential Learning and Community

A comprehensive introduction to machine learning that uses probabilistic models and inference as a unifying approach.Today''s Web-enabled deluge of electronic data calls for automated methods of data analysis. Machine learning provides these, developing methods that can automatically detect patterns in data and then use the uncovered patterns to predict future data. This textbook offers a comprehensive and self-contained introduction to the field of machine learning, based on a unified, probabilistic approach.The coverage combines breadth and depth, offering necessary background material on such topics as probability, optimization, and linear algebra as well as discussion of recent developments in the field, including conditional random fields, L1 regularization, and deep learning. The book is written in an informal, accessible style, complete with pseudo-code for the most important algorithms. All topics are copiously illustrated with color images and worked examples drawn from such application domains as biology, text processing, computer vision, and robotics. Rather than providing a cookbook of different heuristic methods, the book stresses a principled model-based approach, often using the language of graphical models to specify models in a concise and intuitive way. Almost all the models described have been implemented in a MATLAB software package—PMTK (probabilistic modeling toolkit)—that is freely available ... Unknown localization key: "more"

Objev podobné jako Machine Learning - Kevin P. Murphy

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

Today, more people want to know how to make a meaningful difference to what they care about. But for that, traditional approaches to learning often fall short. In this book, we offer a theoretical and practical way forward. We introduce the concept of social learning spaces for developing both new capabilities and a sense of agency. We provide a rich framework for focusing on the value of social learning spaces: how to generate this value, monitor it, and learn iteratively through the process. The book is a useful extension and refinement of ''communities of practice'' for those familiar with the theory. For those who are not, the chapters will lay out a new way to approach learning. This volume is written to serve the needs of readers across fields, including researchers, educators, and leaders in business, government, healthcare, and international development.

Objev podobné jako Learning to Make a Difference - Beverly Wenger-Trayner, Etienne Wenger-Trayner

A Proven, Hands-On Approach for Students without a Strong Statistical FoundationSince the best-selling first edition was published, there have been several prominent developments in the field of machine learning, including the increasing work on the statistical interpretations of machine learning algorithms. Unfortunately, computer science students without a strong statistical background often find it hard to get started in this area. Remedying this deficiency, Machine Learning: An Algorithmic Perspective, Second Edition helps students understand the algorithms of machine learning. It puts them on a path toward mastering the relevant mathematics and statistics as well as the necessary programming and experimentation.New to the Second EditionTwo new chapters on deep belief networks and Gaussian processes Reorganization of the chapters to make a more natural flow of contentRevision of the support vector machine material, including a simple implementation for experimentsNew material on random forests, the perceptron convergence theorem, accuracy methods, and conjugate gradient optimization for the multi-layer perceptronAdditional discussions of the Kalman and particle filtersImproved code, including better use of naming conventions in PythonSuitable for both an introductory one-semester course and more advanced courses, the text strongly encourages students to practice with the code. Each chapter includes detailed examples along with further reading and ... Unknown localization key: "more"

Objev podobné jako Machine Learning - Stephen Marsland

''The best up-to-date, go-to book on the social and economic implications of artificial intelligence - Tyler Cowen''Rule of the Robots explores the future implications of artificial intelligence as a uniquely scalable and potentially disruptive technology.In this sequel to his prescient New York Times bestseller Rise of the Robots, Martin Ford presents us with a striking vision of the very near future. He argues that AI is a uniquely powerful technology, a kind of "electricity of intelligence" that is altering every dimension of human life, often for the better with advanced science being done by machines who can solve problems humans can not. AI has the potential to help us fight climate change or the next pandemic, but it also has a capacity for profound harm. Deep fakes-AI-generated audio or video of events that never happened-are poised to cause havoc throughout society. AI empowers authoritarian regimes like China with unprecedented mechanisms for social control. And AI can be deeply biased, learning bigoted attitudes from the data used to train algorithms and perpetuating them. Hard-hitting and thought-provoking, covering everything from self-driving cars to the history of deep learning to apps for diagnosing skin cancer, Rule of the Robots challenges our fears and ... Unknown localization key: "more"

Objev podobné jako Rule of the Robots - Martin Ford

This book investigates the impact of language learning and study abroad on the career options and choices of US-based alumni of all ages. It reports on the results of a mixed-methods study which used both an extensive nationwide survey and qualitative life history interviews with 54 participants systematically selected to represent a broad range of backgrounds and professions. International education experiences are shown to exert considerable influence on the aspirations and career paths of individuals in a wide variety of fields (e.g. education, healthcare, business, government service). The long-term benefits of language study are illustrated both in narratives from individuals whose work requires proficiency beyond English and from participant comments on improvement in their use of English for international communication. The book will be of relevance to a wide audience of international education professionals in addition to researchers and students in applied linguistics and language education.

Objev podobné jako The Professional Lives of Language Study Abroad Alumni - Celeste Kinginger, Jingyuan Zhuang

This book investigates the impact of language learning and study abroad on the career options and choices of US-based alumni of all ages. It reports on the results of a mixed-methods study which used both an extensive nationwide survey and qualitative life history interviews with 54 participants systematically selected to represent a broad range of backgrounds and professions. International education experiences are shown to exert considerable influence on the aspirations and career paths of individuals in a wide variety of fields (e.g. education, healthcare, business, government service). The long-term benefits of language study are illustrated both in narratives from individuals whose work requires proficiency beyond English and from participant comments on improvement in their use of English for international communication. The book will be of relevance to a wide audience of international education professionals in addition to researchers and students in applied linguistics and language education.

Objev podobné jako The Professional Lives of Language Study Abroad Alumni - Celeste Kinginger, Jingyuan Zhuang

Kolínská voda Dark Roses od The Library of Fragrance je unisex vůně s hlubokou květinovou kompozicí. Kombinuje tóny čajové růže, pačuli, ambry a vetiveru. Je určena pro večerní nošení a speciální příležitosti.

• Unisex vůně vhodná pro ženy i muže
• Hluboká a elegantní květinová kompozice
• Vydatná koncentrace kolínské vody
• Autentická a jedinečná vonná skladba

Objev podobné jako The Library of Fragrance Dark Roses kolínská voda unisex 30 ml

This class-tested textbook will provide in-depth coverage of the fundamentals of machine learning, with an exploration of applications in information security. The book will cover malware detection, cryptography, and intrusion detection. The book will be relevant for students in machine learning and computer security courses.

Objev podobné jako Introduction to Machine Learning with Applications in Information Security - Mark Stamp

Paul Harris’s highly successful Simultaneous Learning approach is an entirely positive and imaginative way to teach, which embraces the understanding that all the elements of music are connected.In this definitive book Harris outlines the complete philosophy of his ground-breaking approach. He examines topics such as language and body language, the first lesson on a new piece, introducing notation and making the transition to Simultaneous Learning.Â

Objev podobné jako Simultaneous Learning - Paul Harris

Cognitive computing simulates human thought processes with self-learning algorithms that utilize data mining, pattern recognition, and natural language processing. The integration of deep learning improves the performance of Cognitive computing systems in many applications, helping in utilizing heterogeneous data sets and generating meaningful insights.

Objev podobné jako Deep Learning for Cognitive Computing Systems

Introduce your little scholar to the joy of bilingual learning with the First Book of English Gujarati boxed set! Featuring 10 beautifully crafted board books, this collection covers essential topics like ABC, numbers, animals, fruits, and colors. With vibrant illustrations, accurate word labels, and everyday concepts, it's the perfect foundation for building vocabulary in English and Gujarati.Bright Minds Start with Two Languages!Develops vocabulary in both English and Gujarati.Offers accurate word labels and contextually relevant imagesTopics are relatable and encourage real-world learningStrengthens language, observation, and cognitive skillsDurable board books with rounded edges

Objev podobné jako My first English-Gujarati Learning Library - Wonder House Books