introduction to machine learning with applications in information security mark stamp

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

Machine learning has become an integral part of many commercial applications and research projects, but this field is not exclusive to large companies with extensive research teams. If you use Python, even as a beginner, this book will teach you practical ways to build your own machine learning solutions.

Objev podobné jako Introduction to Machine Learning with Python - Andreas C. Mueller

In longitudinal studies it is often of interest to investigate how a marker that is repeatedly measured in time is associated with a time to an event of interest, e.g., prostate cancer studies where longitudinal PSA level measurements are collected in conjunction with the time-to-recurrence. Joint Models for Longitudinal and Time-to-Event Data: With Applications in R provides a full treatment of random effects joint models for longitudinal and time-to-event outcomes that can be utilized to analyze such data. The content is primarily explanatory, focusing on applications of joint modeling, but sufficient mathematical details are provided to facilitate understanding of the key features of these models. All illustrations put forward can be implemented in the R programming language via the freely available package JM written by the author.All the R code used in the book is available at:http://jmr.r-forge.r-project.org/

Objev podobné jako Joint Models for Longitudinal and Time-to-Event Data - Dimitris Rizopoulos

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This modern and self-contained book offers a clear and accessible introduction to the important topic of machine learning with neural networks. In addition to describing the mathematical principles of the topic, and its historical evolution, strong connections are drawn with underlying methods from statistical physics and current applications within science and engineering. Closely based around a well-established undergraduate course, this pedagogical text provides a solid understanding of the key aspects of modern machine learning with artificial neural networks, for students in physics, mathematics, and engineering. Numerous exercises expand and reinforce key concepts within the book and allow students to hone their programming skills. Frequent references to current research develop a detailed perspective on the state-of-the-art in machine learning research.

Objev podobné jako Machine Learning with Neural Networks - Bernhard Mehlig

This print textbook is available for students to rent for their classes. The Pearson print rental program provides students with affordable access to learning materials, so they come to class ready to succeed. For courses in computer programming . A user-friendly, code-intensive introduction to C programming with case studies introducing applications and system programming C How to Program is a comprehensive introduction to programming in C. Like other texts of the Deitels⠙ How to Program series, the book⠙s modular presentation serves as a detailed beginner source of information for college students looking to embark on a career in coding, or instructors and software-development professionals seeking to learn how to program with C. The signature Deitel live-code approach presents concepts in the context of 142 full-working programs rather than incomplete snips of code. This gives students a chance to run each program as they study it and see how their learning applies to real-world programming scenarios Current standards, contemporary practice, and hands-on learning opportunities are integrated throughout the 9th Edition. Over 340 new integrated Self-Check exercises with answers allow students to test their understanding of important concepts ⠔ and check their code ⠔ as they read. New and enhanced case studies and exercises use real-world data and focus on the latest ACM/IEEE computing curricula recommendations, highlighting security, data science, ethics, privacy, and performance concepts. This title is also available digitally as a standalone Pearson eText, or via MyLab, which includes the Pearson eText MyLab® empowers you to reach every student. This flexible digital platform combines unrivaled content, online assessments, and customizable features so you can personalize learning and improve results, one student at a time. With MyLab Programming, students work through hundreds of short, auto-graded coding exercises and receive immediate and helpful feedback based on their work. Learn more about MyLab Programming. Pearson eText is an easy-to-use digital textbook available within MyLab that lets students read, highlight, take notes, and review key vocabulary all in one place. If you⠙re not using MyLab, students can purchase Pearson eText on their own or you can assign it as a course to schedule readings, view student usage analytics, and share your own notes with students. Learn more about Pearson eText.

Objev podobné jako C How to Program: With Case Studies in Applications and SystemsProgramming, Global Edition - Harvey Deitel, Paul Deitel

An Introduction to Statistical Learning provides an accessible overview of the field of statistical learning, an essential toolset for making sense of the vast and complex data sets that have emerged in fields ranging from biology to finance to marketing to astrophysics in the past twenty years. This book presents some of the most important modeling and prediction techniques, along with relevant applications. Topics include linear regression, classification, resampling methods, shrinkage approaches, tree-based methods, support vector machines, clustering, deep learning, survival analysis, multiple testing, and more. Color graphics and real-world examples are used to illustrate the methods presented. Since the goal of this textbook is to facilitate the use of these statistical learning techniques by practitioners in science, industry, and other fields, each chapter contains a tutorial on implementing the analyses and methods presented in R, an extremely popular open source statistical software platform.Two of the authors co-wrote The Elements of Statistical Learning (Hastie, Tibshirani and Friedman, 2nd edition 2009), a popular reference book for statistics and machine learning researchers. An Introduction to Statistical Learning covers many of the same topics, but at a level accessible to a much broader audience. This book is targeted at statisticians and non-statisticians alike who wish to use cutting-edge statistical learning techniques to analyze their data. The text assumes only a previous course in linear regression and no knowledge of matrix algebra.This Second Edition features new chapters on deep learning, survival analysis, and multiple testing, as well as expanded treatments of naïve Bayes, generalized linear models, Bayesian additive regression trees, and matrix completion. R code has been updated throughout to ensure compatibility.

Objev podobné jako An Introduction to Statistical Learning - Trevor Hastie, Robert Tibshirani, Daniela Witten, Gareth James

Handbook and reference guide for students and practitioners of statistical regression-based analyses in R Handbook of Regression Analysis with Applications in R, Second Edition is a comprehensive and up-to-date guide to conducting complex regressions in the R statistical programming language. The authors thorough treatment of classical regression analysis in the first edition is complemented here by their discussion of more advanced topics including time-to-event survival data and longitudinal and clustered data. The book further pays particular attention to methods that have become prominent in the last few decades as increasingly large data sets have made new techniques and applications possible. These include: Regularization methodsSmoothing methodsTree-based methods In the new edition of the Handbook, the data analyst s toolkit is explored and expanded. Examples are drawn from a wide variety of real-life applications and data sets. All the utilized R code and data are available via an author-maintained website. Of interest to undergraduate and graduate students taking courses in statistics and regression, the Handbook of Regression Analysis will also be invaluable to practicing data scientists and statisticians.

Objev podobné jako Handbook of Regression Analysis With Applications in R - Jeffrey S. Simonoff, Samprit Chatterjee

This graduate textbook covers the basic formalism of supergravity, as well as a wide range of its modern applications, suitable for a focused first course. Assuming a working knowledge of quantum field theory, it gives Ph.D. students the tools they need to do research that uses supergravity.

Objev podobné jako Introduction to Supergravity and its Applications - Horatiu Nastase

Introduction to Stochastic Finance with Market Examples, Second Edition presents an introduction to pricing and hedging in discrete and continuous-time financial models, emphasizing both analytical and probabilistic methods. It demonstrates both the power and limitations of mathematical models in finance, covering the basics of stochastic calculus for finance, and details the techniques required to model the time evolution of risky assets. The book discusses a wide range of classical topics including Black⠓Scholes pricing, American options, derivatives, term structure modeling, and change of numéraire. It also builds up to special topics, such as exotic options, stochastic volatility, and jump processes.New to this EditionNew chapters on Barrier Options, Lookback Options, Asian Options, Optimal Stopping Theorem, and Stochastic VolatilityContains over 235 exercises and 16 problems with complete solutions available online from the instructor resourcesAdded over 150 graphs and figures, for more than 250 in total, to optimize presentation57 R coding examples now integrated into the book for implementation of the methodsSubstantially class-tested, so ideal for course use or self-studyWith abundant exercises, problems with complete solutions, graphs and figures, and R coding examples, the book is primarily aimed at advanced undergraduate and graduate students in applied mathematics, financial engineering, and economics. It could be used as a course text or for self-study and would also be a comprehensive and accessible reference for researchers and practitioners in the field.

Objev podobné jako Introduction to Stochastic Finance with Market Examples - Nicolas Privault

This practical guide shows data scientists, data engineers, architects, and business analysts how to get started with a graph database using TigerGraph, one of the leading graph database models available.

Objev podobné jako Graph-Powered Analytics and Machine Learning with TigerGraph - Ph.D., Victor Lee, Xinyu Chang, Phuc Kien Nguyen

This best-selling book uses concrete examples, minimal theory, and production-ready Python frameworks--scikit-learn, Keras, and TensorFlow--to help you gain an intuitive understanding of the concepts and tools for building intelligent systems.

Objev podobné jako Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow 3e - Géron Aurélien

Make a difference to classroom learning with this textbook, written for the CACHE qualification by highly respected and experienced author Louise Burnham.-Develop your skills as a teaching assistant with coverage of all units in the new CACHE qualification. -Build confidence in your role with practical advice and full explanations from best-selling author Louise Burnham. -Translate theory into practice with Tips for Best Practice and Case Studies for challenging topics such as Behaviour Management.-Strengthen your understanding of theory and practice, with comprehensive information linked clearly to assessment criteria.-Find all the information you need with the colourful, clear design, and appropriate language throughout. -Make the most of your training with the Stretch and Challenge feature.-Engage in debate on important topics with Classroom Discussion suggestions.

Objev podobné jako NCFE CACHE Level 3 Diploma in Supporting Teaching and Learning - Louise Burnham

If you love to sew, and want to share your joy of the craft with a young person, this book is for you!Kids can sew - this book shows you how! Step by step guides and 30 fun projects for kids 7 and up.Make 30 fun projects using your sewing machine!For age 7+, this practical sewing guide is jam-packed with great sewing ideas, clear diagrams and simple text to follow.Choose between projects for your bedroom, your wardrobe, your rucksack and more:BagsPincushionKeyringCushionEarphone caseScarfT-shirtPencil caseBeach towelOven gloves and moreWow your friends with your creations, then make gifts for them too.Girls and boys will love this introduction to machine sewing and the projects they can make and be proud of. Why let adults have all the fun? Let s start machine sewing!

Objev podobné jako My First Sewing Machine - Coralie Bijasson

Help children learn to MACHINE SEW with 30 SUPER-FUN and CREATIVE projects!An all-new collection from BESTSELLING author ANGELA PRESSLEY, expert sewing teacher and star of SEWING STREET TV. Packed full of colorful and unique ideas, this STEP-BY-STEP guide will inspire children to machine-sew their own amazing toys, accessories, decorations, and gifts. Angela Pressley has designed 30 projects she knows kids will love to make, from cuddly mama and baby stringray toys to a cute sausage dog complete with a mini bandana. Customize bedrooms with a colorful striped pillow and wall storage pockets and make unique, on-trend accessories including a bubble tea pencil case and a matching slouchy beanie and mittens. Also included are easy-to-use templates, a guide to the basic sewing kit needed and a handy techniques section with clear step-by-step illustrations. Each of the projects has a skill rating, so children can start with the simplest designs and move on to more challenging projects as they build their skills and confidence.

Objev podobné jako Sewing Machine Projects for Children - Angela Pressley

The papers published in this Special Issue of The Quarterly Journal of Experimental Psychology, Section B, are based upon presentations at a workshop on Associative Learning and Representation which was sponsored by the Experimental Psychology Society at Emmanuel College, Cambridge. The Workshop celebrated the contribution of Professor Nicholas Mackintosh to animal learning and conditioning in particular and experimental psychology in general in the year of his retirement from the Chair of Psychology at the University of Cambridge. The papers collected here focus on issues that are of relevance to learning in both humans and other animals, being particularly concerned with the nature of representation and how representations are developed and deployed. The topics addressed included stimulus representation and perceptual learning, discrimination learning, learned irrelevance, retrospective revaluation, discriminative control, and spatial learning.

Objev podobné jako Associative Learning and Representation: An EPS Workshop for N.J. Mackintosh

Dating Game with Her EnemyPlaying pretend in paradise!In this Summer Escapes story, Meg is sent to French Polynesia to view a site for her company’s next eco-resort. If only she wasn’t being accompanied by architect—and her nemesis—Dan! Since their work is a secret, they have no choice but to fake being a couple. Dan’s the last man Meg should trust after the way their one hot night together ended years ago. Yet as they spend time in close proximity at their villa, enjoying picturesque waterfalls and intimate dinners, their sizzling chemistry has nowhere to hide!The Billionaire She Loves to HateHer enemy…with benefits?In this Summer Escapes story, Cassandra Everett has found a home and herself in Moonrise Bay, and there’s no way she’s selling her slice of Caribbean paradise to hotel tycoon Gideon Radcliffe—no matter how much he s offering. And she tells him that in no uncertain terms when she finds him trespassing. Only the tenacious billionaire just won’t take a hint! He thinks he can charm Cassie with private sunset cruises and intimate dinners for two. Yet while she’s not falling for his business proposal, she is falling for him…

Objev podobné jako Dating Game With Her Enemy / The Billionaire She Loves To Hate - Justine Lewis, Scarlett Clarke

Hannah Ives neighbour is on the run, but the past is about to catch up with her in this compelling mystery.Hannah Ives is worried when her friends and long-time neighbours, Peter and Trish Young, are a surprising no-show at her Italian night. The couple seem to have vanished without a trace. Have they made a quick getaway and done gone ?As she struggles to make sense of the Youngs disappearance, Hannah gets a call from Trish. But when she meets up with her heavily disguised friend, their reunion takes a devastating twist. Keen to help Trish, Hannah s investigations lead her to a series of dark discoveries and secrets involving powerful political figures. With stakes getting higher and her own life on the line, can Hannah survive her journey into Trish s past long enough to find out who wants to silence her, and why?

Objev podobné jako Done Gone - Marcia Talley

Official preparation for the IELTS Life Skills Speaking and Listening exam This Student s Book prepares candidates for the IELTS Life Skills - B1 Speaking and Listening exam which is used to prove language level for UK Visa requirements. It includes four practice tests for the exam with a full answer key. There is an introduction to the exam with information about what to expect and guidelines for teachers on how to assess students. There are model Speaking answers, practice exercises and exam tips to support candidates. The accompanying Audio is downloadable using an access code in the book. Audio CDs are also available separately for class use.

Objev podobné jako IELTS Life Skills Official Cambridge Test Practice B1 Student´s Book with Answers and Audio - Anthony Cosgrove

Official preparation for the IELTS Life Skills Speaking and Listening exam This Student s Book prepares candidates for the IELTS Life Skills - A1 Speaking and Listening exam which is used to prove language level for UK Visa requirements. It includes four practice tests for the exam with a full answer key. There is an introduction to the exam with information about what to expect and guidelines for teachers on how to assess students. There are model Speaking answers, practice exercises and exam tips to support candidates. The accompanying Audio is downloadable using an access code in the book. Audio CDs are also available separately for class use.

Objev podobné jako IELTS Life Skills Official Cambridge Test Practice A1 Student´s Book with Answers and Audio - Mary Matthews

The second book in the Darkwar series, from world-wide bestselling author of Magician, Raymond E. Feist. Chaos threatens to overwhelm two worlds as the most dangerous force ever encountered threatens to invade Midkemia, while the most treacherous magician in history - the madman Leso Varen - begins to wreak havoc on the world of Kelewan.Pug and the Conclave of Shadows are determined to find Varen, only to discover that he has usurped the body of one of the most powerful men in the Empire of Tsuranuani - a Black Robe and member of the Assembly of Magicians. Pug has the almost impossible task of uncovering the true identity of the fiendish magician in an entire city full of Black Robes. Murder, mayhem, horror, and the darkest evil await Pug s son, Magnus, and his companions as they attempt to discover the ultimate source of the terrible threat that hovers over Midkemia and Kelewan.Leading a desperate expedition into the realm of the Dasati, the vast and malevolent empire which is threatening his homeworld, Magnus hopes to find the key to defeating this enemy who is capable of overwhelming the combined might of two worlds. But even if he does, the companions will have a desperate struggle to return home with their vital information. Three worlds will teeter on the brink of destruction as the third Riftwar: the Darkwar, is unleashed.

Objev podobné jako Into a Dark Realm - Raymond Elias Feist

Beauty, charm, and simplicity are the hallmarks of the Scandinavian planting techniques featured in Containers in the Garden.*Winner of the GardenComm 2023 Laurel Media Awards Gold Award in the Book Publisher/Producer General Readership Category*Celebrity gardener and Danish floral designer Claus Dalby shares his signature container gardening style in this gorgeously illustrated book. His distinctive use of a single plant species in each pot, with dozens of planted pots collected together, creates elegant and eye-catching garden displays. Partnered with an abundance of textures and often a monochromatic color palette, Claus’s container gardens change with the seasons. By combining flower and foliage colors with beautiful pottery and layered displays, the results are nothing short of extraordinary.In Containers in the Garden, the English-language version of his top-selling Danish gardening book, Claus shares his best-kept secrets so that you, too, can create the container garden of your dreams. Season by season and color by color, you’ll learn how to plant, organize, tend, and share your potted plantings. Whether your display is on the front steps or the back patio, the simple yet bold design methods found here create unique garden features that are a joy to behold.The breathtaking photography found within, coupled with Claus’s descriptive and personal text, features: Early season container plantings of tulips, primroses, narcissus, and other spring-flowering beautiesLush summer pots, overflowing with dahlias, roses, hydrangea, and foxglovesColorful and textural foliage-only containers to add structure and interest to the collectionUnusual container plants such as spikemosses, wintergreen, oxalises, and even edible plantsTropical beauties bring a summer explosion, including cannas, Brugmansia, and hibiscusAutumnal fireworks of bronze, gold, and rust round out the seasonal displayStep inside Claus Dalby’s Danish garden, and find ideas and inspiration for bringing a bit of lykke and hygge to your home with Containers in the Garden.

Objev podobné jako Containers in the Garden - Claus Dalby

Join the students of Ladybird Class as they learn about grammar!Your little learner will join the diverse characters of Ladybird Class as they practise new skills every day. Packed with activities and games, First Grammar has been developed and written by primary educators, making it the perfect book to support your child s education.Join Zara Penguin, Tao Meerkat, Ali Lion, Olivia Crocodile, Noah Panda and Nia Hedgehog as they learn all the key skills your child needs to read and write. Through introducing tenses, adjectives and synonyms in an age-appropriate way, this book helps budding young writers to develop their skills. Packed with helpful notes for grown-ups to support your child s learning and extension activities to bring learning to life in day-to-day activities, First Grammar is perfect for encouraging children to develop their writing skills.Looking for another school-bag bestseller? Discover:First Punctuation: A Learn with Ladybird Activity Book 5-7 yearsPhonics Practice: A Learn with Ladybird Activity Book 5-7 years

Objev podobné jako First Grammar: A Learn with Ladybird Activity Book 5-7 years - Ladybird

How can we protect ourselves from the pollution, chemicals, and toxins that pervade our environment? Dr. Jenny Goodman connects the health of our planet with our own well-being, addressing the questions that very few doctors ask.We’re all too aware of the traffic pollution in the air, the chemicals in our water, the toxins in the soil (and therefore our food), and the electromagnetic energy emanating from our gadgets.If we can also understand how they affect our health, not least in the worrying rises in asthma and allergies, infertility, obesity, heart disease, behavioral and neurological disorders, as well as cancer, then we can take positive steps to avoid them.With the right information, we can:Safeguard ourselves with protective measuresMinimize our interactions with pollutantsEnsure our bodies have the right anti-toxin nutrientsTake collective action to fight for our health and that of the environment Backed by the latest scientific and medical research, Getting Healthy in Toxic Times will empower you to look after your own health—and that of the planet. Let’s put the good stuff in and take the bad stuff out!

Objev podobné jako Getting Healthy in Toxic Times - Jenny Goodman

Join the students of Ladybird Class as they learn lots of useful skills for school.Your little learner will join the diverse characters of Ladybird Class as they practise new skills every day. Packed with activities and games, Starting School has been written and developed by primary educators, making it the perfect book to support your child s education.Join Zara Penguin, Tao Meerkat, Ali Lion, Olivia Crocodile, Noah Panda and Nia Hedgehog as they learn all the key skills your child needs to start their primary school journey. From learning about colours and patterns to practising pencil control, this book is ideal for budding students.Packed with helpful notes for grown-ups to support your child s learning and extension activities to bring learning to life in day-to-day activities, Starting School is perfect for helping children to develop key skills for starting school.Looking for another school-bag bestseller? Discover:Wipe-Clean First Words: A Learn with Ladybird Activity Book 3-5 yearsCount from 0 to 20: A Learn wth Ladybird Activity Book 3-5 years

Objev podobné jako Starting School: A Learn with Ladybird Activity Book (3-5 years) - Ladybird

In this urgent outpouring of American voices, our poets speak to us from the earliest days of the pandemic lockdown, addressing our collective fear, grief, and hope from eloquent and diverse individual perspectives as the pandemic continues to shape our lives **Featuring 107 poets, from A to Z—Julia Alvarez to Matthew Zapruder—with work in between by Jericho Brown, Billy Collins, Fanny Howe, Ada Limón, Sharon Olds, Tommy Orange, Claudia Rankine, Vijay Seshadri, and Jeffrey Yang**As the novel coronavirus and its devastating effects began to spread in the United States and around the world, Alice Quinn reached out to poets across the country to see if, and what, they were writing under quarantine. Moved and galvanized by the response, the onetime New Yorker poetry editor and recent former director of the Poetry Society of America began collecting the poems arriving in her inbox, assembling this various, intimate, and intricate portrait of our suddenly altered reality. In these pages, we find poets grieving for relatives they are separated from or recovering from illness themselves, attending to suddenly complicated household tasks or turning to literature for strength, considering the bravery of medical workers or working their own shifts at the hospital, and, as the Black Lives Matter swept the globe, reflecting on the inequities in our society that amplify sorrow and demand our engagement. From fierce and resilient to wistful, darkly humorous, and emblematically reverent about the earth and the vulnerability of human beings in frightening times, the poems in this collection find the words to describe what can feel unspeakably difficult and strange, providing wisdom, companionship, and depths of feeling that enliven our spirits.

Objev podobné jako Together in a Sudden Strangeness

Build a Love for Shapes and Design with Frank Lloyd Wright! Introduce young minds to the world of architecture and design with First Shapes with Frank Lloyd Wright. Inspired by the legendary architect’s geometric style, this beautifully crafted board book teaches basic shapes through engaging illustrations and patterns drawn from Wright’s iconic works. A perfect introduction to early learning and artistic exploration! Learn Through Design – Helps toddlers recognize basic shapes while introducing them to Wright’s distinctive architectural style. Visually Engaging – Bold colors, striking patterns, and geometric forms capture little ones’ attention and spark curiosity. Perfect for Tiny Hands – Durable board book format ensures long-lasting enjoyment and easy handling for young readers. Inspires Creativity – Encourages an early appreciation for art, design, and creative thinking. A must-have for budding artists, future architects, and curious little learners! #55356; #57307;️✨

Objev podobné jako My First Shapes with Frank Lloyd Wright

Join the students of Ladybird Class as they learn counting skills!Your little learner will join the diverse characters of Ladybird Class as they practise new skills every day. Packed with activities and games, Wipe-Clean Counting Games has been developed and written by primary educators, making it the perfect book to support your child s education.Join Zara Penguin, Tao Meerkat, Ali Lion, Olivia Crocodile, Noah Panda and Nia Hedgehog as they learn all the key skills your child will need to count and work out first sums. From improving their knowledge of numbers to introducing number bonds, this book is ideal for young learners.Packed with helpful notes for grown-ups to support your child s learning and extension activities to bring learning to life in day-to-day activities, Wipe-Clean Counting Games is perfect for encouraging children to develop their counting and writing skills.Looking for another school-bag bestseller? Discover:First Sums: A Learn with Ladybird Activity Book 3-5 yearsWipe-Clean First Words: A Learn with Ladybird Activity Book 3-5 years.

Objev podobné jako Counting Games: A Learn with Ladybird Wipe-clean Activity Book (3-5 years) - Ladybird

An award-winning nature therapy session for the soul--encounter the benevolence of the living world through 12 essays on the Earth-healing powers of self-compassion and empathy.When healing is needed at the deepest level, nature will always call us back home--not only to the oak woods or water-filled coves, but to the homes within ourselves.In a series of 12 lyrical nature essays, herbalist, writer, and Earth intuitive Asia Suler illuminates the healing power of the living Earth--and gives us permission to nurture self-compassion and empathy as forces for personal and ecological healing.In a time of unprecedented ecological devastation, it’s easy to feel hopeless and disconnected. It’s easier still to mask our inherent goodness--to imagine that our unique and precious gifts simply aren’t enough, or forget the power of our inborn empathy. For those of us who are highly sensitive, innately attuned to the workings and whispers of the natural world, it can be hard to embody the belief that we’re enough as we are--and that can heal the Earth.Here, Suler reveals the opposite: our goodness, our empathy, our intuitive connections, and our capacity for self-compassion are more than personal traits or antidotes to despair: they are, in fact, our most potent vehicles for planetary transformation. And as we learn to more deeply nurture and accept ourselves, we unlock living, healing connections to Earth.Combining poetic nature writing with exercises and reflection prompts at the end of each essay, Mirrors in the Earth coaxes us to come as we are: to discover and tend the inherent brilliance and medicine that lives in each of us. From the manatee-calm springs of wild Florida to the flower-dotted coves of the world’s most biodiverse mountains, Mirrors in the Earth is an invitation and encounter with the benevolence of the living world--and a nature therapy session for the soul.

Objev podobné jako Mirrors in the Earth - Asia Suler

Join the students of Ladybird Class as they practise their handwriting!Your little learner will join the diverse characters of Ladybird Class as they develop new skills every day. Packed with activities and games, Handwriting Practice has been written and developed by primary educators, making it the perfect book to support your child s education.Join Zara Penguin, Tao Meerkat, Ali Lion, Olivia Crocodile, Noah Panda and Nia Hedgehog as they learn all the key skills your child needs to write lower-case and capital letters. From practising forming letters to creating sentences, this book is perfect for budding young writers.Packed with helpful notes for grown-ups to support your child s learning and extension activities to bring learning to life in day-to-day activities, Handwriting Practice is perfect for encouraging children to use their writing skills.Looking for another school-bag bestseller? Discover:Maths Problem-Solving: A Learn with Ladybird Activity Book 5-7 yearsFirst Spelling: A Learn with Ladybird Activity Book 5-7 years

Objev podobné jako Handwriting Practice: A Learn with Ladybird Activity Book 5-7 years - Ladybird

Join the students of Ladybird Class as they learn to spell!Your little learner will join the diverse characters of Ladybird Class as they develop new skills every day. Packed with activities and games, First Spelling has been written and developed by primary educators, making it the perfect book to support your child s education.Join Zara Penguin, Tao Meerkat, Ali Lion, Olivia Crocodile, Noah Panda and Nia Hedgehog as they learn all the key skills your child needs to spell lots of different words. From learning about plurals to understanding silent letters, this is the perfect book for budding young writers. Packed with helpful notes for grown-ups to support your child s learning and extension activities to bring learning to life in day-to-day activities, First Spelling is perfect for encouraging children to use their writing skills.Looking for another school-bag bestseller? Discover:Handwriting Practice: A Learn with Ladybird Activity Book 5-7 yearsAddition and Subtraction: A Learn with Ladybird Activity Book 5-7 years

Objev podobné jako First Spelling: A Learn with Ladybird Activity Book 5-7 years - Ladybird

This is a very useful book outlining the key concepts of the body in society. It is easy to read and provides useful examples, making it ideal for students across a range of social science disciplines. - Dr Sharron Hinchliff, Sheffield University Cregan has achieved something distinct: an account of the sociology of the body which incorporates both theory and empirical studies, which demonstrates excellent coverage of an ever expanding field, and which is written in an accessible style... An intelligent treatment and account of the sociology of the body, which I look forward to incorporating into my teaching. - Dr Rob Meadows, University of Surrey This book is a great idea. It provides a thorough, accessible and interesting introduction to the most important concepts in the sociology of the body. Students new to this area will find it invaluable. - Professor Deborah Lupton, University of SydneyThis book provides a clear, focused road map to the study of the body in society. It defines, explains and applies core topics relating to the human body demonstrating how we approach it as a social phenomenon.Each concept: Includes an easy to understand definition Provides real-world examples Gives suggestions for further reading Is carefully cross-referenced to other related concepts.Written to meet the needs of the modern student, this book offers the basic materials, tools and guidance needed study and write about the body.

Objev podobné jako Key Concepts in Body and Society - Kate Cregan

INFECTION PREVENTION AND CONTROL IN HEALTHCARE SETTINGS In Infection Prevention and Control in Healthcare Settings, a team of distinguished researchers deliver an accessible and authoritative introduction to infection control and prevention in hospital and community settings. This is a key resource as professionals deal with the ongoing impact of the COVID-19 pandemic, and require the latest and most up-to-date information. Central topics are discussed at the individual and population levels, with direct links to lessons learned throughout the COVID-19 pandemic. The book is written from an evidence-based perspective that utilises modern approaches, reflecting current decision-making methods like GRADE and WHO Evidence to Decision Frameworks. Readers will also find: A thorough introduction to the chain of infection and the main groups of micro-organisms causing infection Comprehensive explorations of the application of evidence-based practice principles to infection prevention and control Practical discussions of immunity, microbiology laboratories, antimicrobial drugs, and policies and protocols for infection prevention and control The role of epidemiology and public health in the prevention and control of infectious disease Perfect for student nurses and students of allied health professions, Infection Prevention and Control in Healthcare Settings will also benefit practitioners and managers in the health services seeking to update their knowledge of infection control and prevention in healthcare settings.

Objev podobné jako Infection Prevention and Control in Healthcare Settings - Dinah, BSc, MPhil, PhD, DipN, RGN, RNT Gould, Edward Purssell

Providing a treasury of community partnership opportunities and resources for innovative learning experiences, this title helps Future Ready Librarians to create authentic, student-centered experiences that address American Association of School Librarians (AASL) standards.As school librarians strive to become Future Ready and meet the new AASL standards, community partnerships can help them to build innovative programs within their districts to realize their school s mission and goals.Placing value on the importance of preparing students for the future, this book encourages librarians to learn, leap, and grow and form community partnerships to create learning experiences both in and outside of school. Innovative learning experiences can have a positive impact on student engagement, empathy, knowledge, skills, and local and global awareness. This book introduces ideas, materials, resources, and a step-by-step action plan while highlighting how learning experiences meet AASL standards. A user-friendly and invaluable resource for librarians who desire to be Future Ready, it will catapult librarians to the forefront of their practice and support them as they create innovative learning experiences for their students.

Objev podobné jako Community Partnerships with School Libraries - Bridget Crossman

A fun, informative and practical introduction to safely foraging with kids, from the UK s bestselling foraging author.

Objev podobné jako Foraging with Kids - Nozedar Adele

Bond 10 Minute Tests are perfect for bite-sized practice for all the core question types in the 11+ and other school entrance exams. This four-book bundle provides essential practice in all four core subjects: Maths, English, Verbal Reasoning and Non-verbal Reasoning. Each book features: #8226 A combination of skills-based tests and mixed tests #8226 Fully-explained answers to consolidate learning #8226 Answers in a pull-out section that can be easily removed #8226 A puzzles section to keep children engaged whilst reinforcing exam skills #8226 A progress grid at the back of the book to keep track of scores #8226 For children aged 8-9 Used in combination with the Bond 11+ Handbooks, Assessment Papers and other supporting Bond titles, the 10 Minute Tests offer focused practice for the 11+ at home.

Objev podobné jako Bond 11+ 10 Minute Tests Bundle with Answer Support 8-9 years (for GL Assessment

Packed with fantastic fun and sturdy, colourful pop-ups, this First Pop-up and Play Book is a perfect introduction to favourite animals. With easy, rhyming text, and interactive play prompts, thereâ ™s lots to learn and enjoy as you discover all about the animals in the world around us. The pop-up and mirror feature engage and entertain, while the play elements add extra fun, and another dimension to the reading experience.

Objev podobné jako My First Pop-Up and Play: In The Wild - Sophie Giles

Juno, the Big Brown Dog, is worried because her sister Juniper is unwell and must travel to London to visit a specialist vet who, hopefully, can make her better. Whilst on this trip, Juno learns that not only dogs get ill, but our environment can become unhealthy. This can cause serious harm to dogs, humans, other animals and their habitats. She also discovers that there are various measures we can take to reverse some of this damage. This beautifully illustrated story of Junoâ ™s adventures in London will help children understand the reality and urgency of The Climate Crisis. All proceeds from this book will be given to animal welfare charities â “ Duo Ibiza, All Dogs Matter and Dogs Trust.Sales Points:Written to inspire conversations about the greatest challenge of our time â “ The Climate CrisisContains a short introduction to this crisis with a focus on energy production, explaining some of the solutionsFull-colour illustrations help explain complex themes in approachable and positive waysSecond book about the lovable, intelligent dog JunoAll profit from this book to animal welfare charities â “ Duo Ibiza, All Dogs Matter and Dogâ ™s Trust

Objev podobné jako Juno Goes to London - Jim Mellon

London s music scene is one of the most vibrant in the world. The city s creative allure draws in bands, singers, DJs, record collectors and ravers from across the country, from musicians moving to the capital with stars in their eyes, to the melomaniacs flocking in to catch live performances by the next big thing or legends from decades past. Whether you re after richly stocked record shops or spirited festivals, sweaty gigs from up-and-coming bands in basement bars or spectacular live shows at world famous venues, these are the places that make up London s pulsing beat.

Objev podobné jako An Opinionated Guide to Music London - Lucie Grace

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 engineer. This vital knowledge lets you modify algorithms to your specific needs, understand the trade-offs when picking an algorithm for a project, and better interpret and explain your results to your stakeholders. This unique guide will take you from relying on one-size-fits-all ML libraries to developing your own algorithms to solve your business needs.

Objev podobné jako Machine Learning Algorithms in Depth - Vadim Smolyakov

The EdTech Playbook is your go-to guide to using EdTech in evidence-informed ways to help you work smarter, transform your teaching and enrich students learning.Whether you re an experienced educator or newly qualified, this book is packed with practical strategies and real-life examples from fellow teachers you can benefit from.Learn about: expert advice from experienced authors who know what works powerful case studies showcasing how educators at all levels use technology to make a difference time-saving tips to reclaim your precious time how to leverage AI to support your teaching and their learning workable ideas to bring light into your everyday teaching practice how to support digital transformation at scale the importance of online safety and the role of safeguarding and data privacy in EdTech. The EdTech Playbook is your roadmap to increasing not just your knowledge and skills, but also your creativity in how you apply technology in the classroom. Dive in and become the tech-savvy educator you ve always dreamed of being!

Objev podobné jako The EdTech Playbook: Your Definitive Guide to Teaching, Learning and Leading with Technology and AI in Education - Mark Anderson, Olly Lewis

It s time to dispel the myth that machine learning is difficult. Grokking Machine Learning teaches you how to apply ML to your projects using only standard Python code and high school-level math. No specialist knowledge is required to tackle the hands-on exercises using readily available machine learning tools! In Grokking Machine Learning, expert machine learning engineer Luis Serrano introduces the most valuable ML techniques and teaches you how to make them work for you. Practical examples illustrate each new concept to ensure you⠙re grokking as you go. You⠙ll build models for spam detection, language analysis, and image recognition as you lock in each carefully-selected skill. Packed with easy-to-follow Python-based exercises and mini-projects, this book sets you on the path to becoming a machine learning expert. Key Features · Different types of machine learning, including supervised and unsupervised learning · Algorithms for simplifying, classifying, and splitting data · Machine learning packages and tools · Hands-on exercises with fully-explained Python code samples For readers with intermediate programming knowledge in Python or a similar language. About the technology Machine learning is a collection of mathematically-based techniques and algorithms that enable computers to identify patterns and generate predictions from data. This revolutionary data analysis approach is behind everything from recommendation systems to self-driving cars, and is transforming industries from finance to art. Luis G. Serrano has worked as the Head of Content for Artificial Intelligence at Udacity and as a Machine Learning Engineer at Google, where he worked on the YouTube recommendations system. He holds a PhD in mathematics from the University of Michigan, a Bachelor and Masters from the University of Waterloo, and worked as a postdoctoral researcher at the University of Quebec at Montreal. He shares his machine learning expertise on a YouTube channel with over 2 million views and 35 thousand subscribers, and is a frequent speaker at artificial intelligence and data science conferences.

Objev podobné jako Grokking Machine Learning - Luis Serrano

Dig deep into the data with a hands-on guide to machine learning with updated examples and more! Machine Learning: Hands-On for Developers and Technical Professionals provides hands-on instruction and fully-coded working examples for the most common machine learning techniques used by developers and technical professionals. The book contains a breakdown of each ML variant, explaining how it works and how it is used within certain industries, allowing readers to incorporate the presented techniques into their own work as they follow along. A core tenant of machine learning is a strong focus on data preparation, and a full exploration of the various types of learning algorithms illustrates how the proper tools can help any developer extract information and insights from existing data. The book includes a full complement of Instructor s Materials to facilitate use in the classroom, making this resource useful for students and as a professional reference. At its core, machine learning is a mathematical, algorithm-based technology that forms the basis of historical data mining and modern big data science. Scientific analysis of big data requires a working knowledge of machine learning, which forms predictions based on known properties learned from training data. Machine Learning is an accessible, comprehensive guide for the non-mathematician, providing clear guidance that allows readers to: Learn the languages of machine learning including Hadoop, Mahout, and WekaUnderstand decision trees, Bayesian networks, and artificial neural networksImplement Association Rule, Real Time, and Batch learningDevelop a strategic plan for safe, effective, and efficient machine learning By learning to construct a system that can learn from data, readers can increase their utility across industries. Machine learning sits at the core of deep dive data analysis and visualization, which is increasingly in demand as companies discover the goldmine hiding in their existing data. For the tech professional involved in data science, Machine Learning: Hands-On for Developers and Technical Professionals provides the skills and techniques required to dig deeper.

Objev podobné jako Machine Learning - Jason Bell

The most human-friendly book on machine learning Somewhere buried in all the systems that drive artificial intelligence, you ll find machine learningâ ”the process that allows technology to build knowledge based on data and patterns. Machine Learning For Dummies is an excellent starting point for anyone who wants deeper insight into how all this learning actually happens. This book offers an overview of machine learning and its most important practical applications. Then, you ll dive into the tools, code, and math that make machine learning goâ ”and you ll even get step-by-step instructions for testing it out on your own. For an easy-to-follow introduction to building smart algorithms, this Dummies guide is your go-to. Piece together what machine learning is, what it can do, and what it can t doLearn the basics of machine learning code and how it integrates with large datasetsUnderstand the mathematical principles that AI uses to make itself smarterConsider real-world applications of machine learning and write your own algorithms With clear explanations and hands-on instruction, Machine Learning For Dummies is a great entry-level resource for developers looking to get started with AI and machine learning.

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

MACHINE LEARNING FOR BUSINESS ANALYTICS Machine learning â ”also known as data mining or data analyticsâ ” is a fundamental part of data science. It is used by organizations in a wide variety of arenas to turn raw data into actionable information. Machine Learning for Business Analytics: Concepts, Techniques, and Applications in R provides a comprehensive introduction and an overview of this methodology. This best-selling textbook covers both statistical and machine learning algorithms for prediction, classification, visualization, dimension reduction, rule mining, recommendations, clustering, text mining, experimentation, and network analytics. Along with hands-on exercises and real-life case studies, it also discusses managerial and ethical issues for responsible use of machine learning techniques. This is the second R edition of Machine Learning for Business Analytics. This edition also includes: A new co-author, Peter Gedeck, who brings over 20 years of experience in machine learning using RAn expanded chapter focused on discussion of deep learning techniquesA new chapter on experimental feedback techniques including A/B testing, uplift modeling, and reinforcement learningA new chapter on responsible data scienceUpdates and new material based on feedback from instructors teaching MBA, Masters in Business Analytics and related programs, undergraduate, diploma and executive courses, and from their studentsA full chapter devoted to relevant case studies with more than a dozen cases demonstrating applications for the machine learning techniquesEnd-of-chapter exercises that help readers gauge and expand their comprehension and competency of the material presentedA companion website with more than two dozen data sets, and instructor materials including exercise solutions, slides, and case solutions This textbook is an ideal resource for upper-level undergraduate and graduate level courses in data science, predictive analytics, and business analytics. It is also an excellent reference for analysts, researchers, and data science practitioners working with quantitative data in management, finance, marketing, operations management, information systems, computer science, and information technology.

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

MACHINE LEARNING FOR BUSINESS ANALYTICS Machine learning⠔also known as data mining or predictive analytics⠔is a fundamental part of data science. It is used by organizations in a wide variety of arenas to turn raw data into actionable information. Machine Learning for Business Analytics: Concepts, Techniques, and Applications with Analytic Solver® Data Mining provides a comprehensive introduction and an overview of this methodology. The fourth edition of this best-selling textbook covers both statistical and machine learning algorithms for prediction, classification, visualization, dimension reduction, rule mining, recommendations, clustering, text mining, experimentation, time series forecasting and network analytics. Along with hands-on exercises and real-life case studies, it also discusses managerial and ethical issues for responsible use of machine learning techniques. This fourth edition of Machine Learning for Business Analytics also includes: An expanded chapter on deep learningA new chapter on experimental feedback techniques, including A/B testing, uplift modeling, and reinforcement learningA new chapter on responsible data scienceUpdates and new material based on feedback from instructors teaching MBA, Masters in Business Analytics and related programs, undergraduate, diploma and executive courses, and from their studentsA full chapter devoted to relevant case studies with more than a dozen cases demonstrating applications for the machine learning techniquesEnd-of-chapter exercises that help readers gauge and expand their comprehension and competency of the material presentedA companion website with more than two dozen data sets, and instructor materials including exercise solutions, slides, and case solutions This textbook is an ideal resource for upper-level undergraduate and graduate level courses in data science, predictive analytics, and business analytics. It is also an excellent reference for analysts, researchers, and data science practitioners working with quantitative data in management, finance, marketing, operations management, information systems, computer science, and information technology.

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

In today⠙s technology-driven environment there is an ever-increasing demand for information delivery. A compromise has to be struck between security and availability. This book is a pragmatic guide to information assurance for both business professionals and technical experts.Written in an accessible manner, Information Security Management Principles provides practical guidance and actionable steps to better prepare your workplace and your home alike, and keep your information secure. This book is a primer for those new to the subject as well as a guide for more experienced practitioners. It explains the fundamentals of information security, how to shape good organisational security practice, and how to recover effectively should the worst happen. This fourth edition has been updated to reflect the latest threats and vulnerabilities in the IT security landscape, and updates to standards, good practice guides and legislation. It aligns to the updated BCS Certification in Information Security Management Principles, which this book supports as essential reading.

Objev podobné jako Information Security Management Principles - David Alexander, Andy Taylor, Amanda Finch, Jeremy Green, David Sutton

For computer-security courses that are taught at the undergraduate level and that have as their sole prerequisites an introductory computer science sequence (e.g., CS 1/CS 2). A new Computer Security textbook for a new generation of IT professionals. Unlike most other computer security textbooks available today, Introduction to Computer Security, 1e does NOT focus on the mathematical and computational foundations of security, and it does not assume an extensive background in computer science. Instead it looks at the systems, technology, management, and policy side of security, and offers students fundamental security concepts and a working knowledge of threats and countermeasures with ⠜just-enough⠝ background in computer science. The result is a presentation of the material that is accessible to students of all levels.

Objev podobné jako Introduction to Computer Security - Michael Goodrich, Roberto Tamassia

An advanced book for researchers and graduate students working in machine learning and statistics who want to learn about deep learning, Bayesian inference, generative models, and decision making under uncertainty.An advanced counterpart to Probabilistic Machine Learning: An Introduction, this high-level textbook provides researchers and graduate students detailed coverage of cutting-edge topics in machine learning, including deep generative modeling, graphical models, Bayesian inference, reinforcement learning, and causality. This volume puts deep learning into a larger statistical context and unifies approaches based on deep learning with ones based on probabilistic modeling and inference. With contributions from top scientists and domain experts from places such as Google, DeepMind, Amazon, Purdue University, NYU, and the University of Washington, this rigorous book is essential to understanding the vital issues in machine learning.Covers generation of high dimensional outputs, such as images, text, and graphs Discusses methods for discovering insights about data, based on latent variable models Considers training and testing under different distributionsExplores how to use probabilistic models and inference for causal inference and decision makingFeatures online Python code accompanimentÂ

Objev podobné jako Probabilistic Machine Learning - Kevin P. Murphy

MACHINE LEARNING FOR BUSINESS ANALYTICS An up-to-date introduction to a market-leading platform for data analysis and machine learning Machine Learning for Business Analytics: Concepts, Techniques, and Applications with JMP Pro, 2nd ed. offers an accessible and engaging introduction to machine learning. It provides concrete examples and case studies to educate new users and deepen existing usersâ ™ understanding of their data and their business. Fully updated to incorporate new topics and instructional material, this remains the only comprehensive introduction to this crucial set of analytical tools specifically tailored to the needs of businesses. Machine Learning for Business Analytics: Concepts, Techniques, and Applications with JMP Pro, 2nd ed. readers will also find: Updated material which improves the bookâ ™s usefulness as a reference for professionals beyond the classroomFour new chapters, covering topics including Text Mining and Responsible Data ScienceAn updated companion website with data sets and other instructor resources: www.jmp.com/dataminingbookA guide to JMP Pro s new features and enhanced functionality Machine Learning for Business Analytics: Concepts, Techniques, and Applications with JMP Pro, 2nd ed. is ideal for students and instructors of business analytics and data mining classes, as well as data science practitioners and professionals in data-driven industries.

Objev podobné jako Machine Learning for Business Analytics - Galit Shmueli, Peter C. Bruce, Nitin R. Patel, Muralidhara Anandamurthy, Mia L. Stephens

The fundamental mathematical tools needed to understand machine learning include linear algebra, analytic geometry, matrix decompositions, vector calculus, optimization, probability and statistics. These topics are traditionally taught in disparate courses, making it hard for data science or computer science students, or professionals, to efficiently learn the mathematics. This self-contained textbook bridges the gap between mathematical and machine learning texts, introducing the mathematical concepts with a minimum of prerequisites. It uses these concepts to derive four central machine learning methods: linear regression, principal component analysis, Gaussian mixture models and support vector machines. For students and others with a mathematical background, these derivations provide a starting point to machine learning texts. For those learning the mathematics for the first time, the methods help build intuition and practical experience with applying mathematical concepts. Every chapter includes worked examples and exercises to test understanding. Programming tutorials are offered on the book s web site.

Objev podobné jako Mathematics for Machine Learning - A. Aldo Faisal, Marc Peter Deisenroth, Cheng Soon Ong