Mark Ryan - Böcker

Business runs on tabular data in databases, spreadsheets, and logs. Crunch that data using deep learning, gradient boosting, and other machine learning techniques.Every organization in the world stores data in tables. Advanced Analytics for Business reveals practical techniques for applying machine learning techniques like deep learning and gradient boosting to your company's rows and columns.Inside Advanced Analytics for Business you'll learn how to:

 

Pick the right machine learning approach for your data Apply deep learning to tabular data Deploy tabular machine learning locally and in the cloud Pipelines to automatically train and maintain a model

This book collects best practices, hard-won tips and tricks, and hands-on techniques for making sense of tabular data using advanced machine learning techniques. Inside, you'll discover how to use XGBoost and LightGBM on tabular data, optimize deep learning libraries like TensorFlow and PyTorch for tabular data, and use cloud tools like Vertex AI to create an automated MLOps pipeline.

Slay the calculus monster with this user-friendly guide Calculus For Dummies, 2nd Edition makes calculus manageable—even if you're one of the many students who sweat at the thought of it. By breaking down differentiation and integration into digestible concepts, this guide helps you build a stronger foundation with a solid understanding of the big ideas at work. This user-friendly math book leads you step-by-step through each concept, operation, and solution, explaining the "how" and "why" in plain English instead of math-speak. Through relevant instruction and practical examples, you'll soon learn that real-life calculus isn't nearly the monster it's made out to be.Calculus is a required course for many college majors, and for students without a strong math foundation, it can be a real barrier to graduation. Breaking that barrier down means recognizing calculus for what it is—simply a tool for studying the ways in which variables interact. It's the logical extension of the algebra, geometry, and trigonometry you've already taken, and Calculus For Dummies, 2nd Edition proves that if you can master those classes, you can tackle calculus and win. Includes foundations in algebra, trigonometry, and pre-calculus conceptsExplores sequences, series, and graphing common functionsInstructs you how to approximate area with integrationFeatures things to remember, things to forget, and things you can't get away withStop fearing calculus, and learn to embrace the challenge. With this comprehensive study guide, you'll gain the skills and confidence that make all the difference. Calculus For Dummies, 2nd Edition provides a roadmap for success, and the backup you need to get there.

Everyday math skills can be painlessly learned and easily mastered, transforming readers from a person who doesn't know the meaning of APR into someone who understands credit card rates. Ryan's guide is broken into sections which review basic arithmetic from fractions to percents.

Recent years have seen the development of powerful tools for verifying hardware and software systems, as companies worldwide realise the need for improved means of validating their products. There is increasing demand for training in basic methods in formal reasoning so that students can gain proficiency in logic-based verification methods. The second edition of this successful textbook addresses both those requirements, by continuing to provide a clear introduction to formal reasoning which is both relevant to the needs of modern computer science and rigorous enough for practical application. Improvements to the first edition have been made throughout, with extra and expanded sections on SAT solvers, existential/universal second-order logic, micro-models, programming by contract and total correctness. The coverage of model-checking has been substantially updated. Further exercises have been added. Internet support for the book includes worked solutions for all exercises for teachers, and model solutions to some exercises for students.

What would you do if you were struck by an enemy bullet in wartime, then realised you were still alive? For most of us, that would be the end of our fight. If we were capable of thought while we tried to cope with the pain, we’d probably hope to be rushed to hospital so that someone could save our lives. But a hundred years ago, in the opening battle of the First World War at Mons, two young men didn’t react like that. Lieutenant Maurice Dease and Private Sidney Godley, born only weeks apart into sharply contrasting worlds, shared the same defiance and steely streak. Without a thought for themselves, they went back into the action for more, sustaining dreadful wounds in the process. One man died, the other lived – pieced back together painstakingly by the Germans, who had taken many casualties of their own while overrunning the British position. Together, and against the odds, Dease and Godley became the first winners of the Victoria Cross in the First World War. Here Mark Ryan uses contemporary documentation and images to tell their astounding, fascinating stories, putting the focus on two genuine and ordinary heroes of the Great War.

Unlocking Constitutional and Administrative Law provides an indispensable foundation in this core law curriculum subject, ensuring that you grasp the main concepts with ease. Containing accessible explanations in clear and precise terms that are easy to understand, it provides an excellent foundation for learning and revising Constitutional and Administrative Law. The information is clearly presented in a logical structure and the following features support learning, helping you to advance with confidence:Clear aims and objectives at the beginning of each chapter set out the skills and knowledge you will need to get to grips with the subjectKey Facts summaries throughout each chapter allow you to progressively build and consolidate your knowledge Diagrams to aid memory and understanding Cases and judgments are highlighted to help you find them and add them to your notes quicklyEnd-of-chapter summaries provide a useful checklist for each topicFrequent activities and self-test questions are included so you can put your knowledge into practiceGlossary of legal terminology clarifies important definitions.This edition has been fully updated to include discussion of recent changes, issues and developments since the last edition, including an expanded section on Brexit, proposed changes to Judicial review, developments in Wales, Ireland and Scotland, recent Bills raising issues concerning the rule of law, and a new chapter on the constitutional impact of COVID-19.

Unlocking Constitutional and Administrative Law provides an indispensable foundation in this core law curriculum subject, ensuring that you grasp the main concepts with ease. Containing accessible explanations in clear and precise terms that are easy to understand, it provides an excellent foundation for learning and revising Constitutional and Administrative Law. The information is clearly presented in a logical structure and the following features support learning, helping you to advance with confidence:Clear aims and objectives at the beginning of each chapter set out the skills and knowledge you will need to get to grips with the subjectKey Facts summaries throughout each chapter allow you to progressively build and consolidate your knowledge Diagrams to aid memory and understanding Cases and judgments are highlighted to help you find them and add them to your notes quicklyEnd-of-chapter summaries provide a useful checklist for each topicFrequent activities and self-test questions are included so you can put your knowledge into practiceGlossary of legal terminology clarifies important definitions.This edition has been fully updated to include discussion of recent changes, issues and developments since the last edition, including an expanded section on Brexit, proposed changes to Judicial review, developments in Wales, Ireland and Scotland, recent Bills raising issues concerning the rule of law, and a new chapter on the constitutional impact of COVID-19.

Hit the geometry wall? Get up and running with this no-nonsense guide! Does the thought of geometry make you jittery? You're not alone. Fortunately, this down-to-earth guide helps you approach it from a new angle, making it easier than ever to conquer your fears and score your highest in geometry. From getting started with geometry basics to making friends with lines and angles, you'll be proving triangles congruent, calculating circumference, using formulas, and serving up pi in no time. Geometry is a subject full of mathematical richness and beauty. But it's a subject that bewilders many students because it's so unlike the math they've done before—it requires the use of deductive logic in formal proofs. If you're having a hard time wrapping your mind around what that even means, you've come to the right place! Inside, you'll find out how a proof's chain of logic works and even discover some secrets for getting past rough spots along the way. You don't have to be a math genius to grasp geometry, and this book helps you get un-stumped in a hurry! Find out how to decode complex geometry proofsLearn to reason deductively and inductivelyMake sense of angles, arcs, area, and moreImprove your chances of scoring higher in your geometry classThere's no reason to let your nerves get jangled over geometry—your understanding will take new shape with the help of Geometry For Dummies.

The easy way to conquer calculusCalculus is hard—no doubt about it—and students often need help understanding or retaining the key concepts covered in class. Calculus Workbook For Dummies serves up the concept review and practice problems with an easy-to-follow, practical approach. Plus, you’ll get free access to a quiz for every chapter online.With a wide variety of problems on everything covered in calculus class, you’ll find multiple examples of limits, vectors, continuity, differentiation, integration, curve-sketching, conic sections, natural logarithms, and infinite series. Plus, you’ll get hundreds of practice opportunities with detailed solutions that will help you master the math that is critical for scoring your highest in calculus. Review key conceptsTake hundreds of practice problemsGet access to free chapter quizzes onlineUse as a classroom supplement or with a tutorGet ready to quickly and easily increase your confidence and improve your skills in calculus.

Geometry Essentials For Dummies (9781119590446) was previously published as Geometry Essentials For Dummies (9781118068755). While this version features a new Dummies cover and design, the content is the same as the prior release and should not be considered a new or updated product.  Just the critical concepts you need to score high in geometryThis practical, friendly guide focuses on critical concepts taught in a typical geometry course, from the properties of triangles, parallelograms, circles, and cylinders, to the skills and strategies you need to write geometry proofs. Geometry Essentials For Dummies is perfect for cramming or doing homework, or as a reference for parents helping kids study for exams. Get down to the basics — get a handle on the basics of geometry, from lines, segments, and angles, to vertices, altitudes, and diagonalsConquer proofs with confidence — follow easy-to-grasp instructions for understanding the components of a formal geometry proofTake triangles in strides — learn how to take in a triangle's sides, analyze its angles, work through an SAS proof, and apply the Pythagorean TheoremPolish up on polygons — get the lowdown on quadrilaterals and other polygons: their angles, areas, properties, perimeters, and much more

Calculus Essentials For Dummies (9781119591207) was previously published as Calculus Essentials For Dummies (9780470618356). While this version features a new Dummies cover and design, the content is the same as the prior release and should not be considered a new or updated product.  Many colleges and universities require students to take at least one math course, and Calculus I is often the chosen option. Calculus Essentials For Dummies provides explanations of key concepts for students who may have taken calculus in high school and want to review the most important concepts as they gear up for a faster-paced college course. Free of review and ramp-up material, Calculus Essentials For Dummies sticks to the point with content focused on key topics only. It provides discrete explanations of critical concepts taught in a typical two-semester high school calculus class or a college level Calculus I course, from limits and differentiation to integration and infinite series. This guide is also a perfect reference for parents who need to review critical calculus concepts as they help high school students with homework assignments, as well as for adult learners headed back into the classroom who just need a refresher of the core concepts.The Essentials For Dummies SeriesDummies is proud to present our new series, The Essentials For Dummies. Now students who are prepping for exams, preparing to study new material, or who just need a refresher can have a concise, easy-to-understand review guide that covers an entire course by concentrating solely on the most important concepts. From algebra and chemistry to grammar and Spanish, our expert authors focus on the skills students most need to succeed in a subject.

Make calculus more manageable with simplified instruction and tons of practice Calculus All-in-One For Dummies pairs no-nonsense explanations of calculus content with practical examples and practice problems, so you can untangle the difficult concepts and improve your score in any calculus class. Plus, this book comes with access to chapter quizzes online. Dummies makes differentiation, integration, and everything in between more manageable, so you can crush calculus with confidence. Review the foundational basics, then dive into calc lessons that track your class. This book takes you through a full year of high-school calculus or a first semester of college calculus, only explained more clearly. Work through easy-to-understand lessons on everything in a typical calc classGet the score you want and need on standardized tests like AP CalculusAccess online chapter quizzes for additional practiceUntangle tricky problems and discover clever ways to solve themWith clear definitions, concise explanations, and plenty of helpful information on everything from limits and vectors to integration and curve-sketching, Calculus All-in-One For Dummies is the must-have resource for students who want to review for exams or just need extra help understanding the concepts from class.

Don't be a square! Strengthen your geometrical skills Lots of students need extra practice to master geometry. Thankfully, there's Geometry Workbook For Dummies. Packed with hundreds of practice problems and easy-to-understand concept explanations, this book takes a hands-on approach to showing you the geometric ropes. Inside, you'll find a helpful review of basic terms and concepts, so you can hit the ground running when you get to the more advanced stuff. In classic Dummies style, this workbook offers easy ways to understand theorems, proofs, and other geometry fundamentals. Figure out congruent triangles, wrap your mind around angle-arc theorems, connect radii and chords, and get smart about all the core concepts of geometry. Work through hundreds of practice problems to solidify your geometry know-howClear up any confusion with easy-to-understand explanations of all key conceptsGet tips for avoiding common mistakes and improving your test scoresFor students or parents looking for a hands-on approach to learning geometry, this is the perfect Dummies guide. It's great resource all on its own, or pair it with Geometry For Dummies for even more effective book learning.

The lore behind the figures Robin Hood and the Merry Men are some of the most enduring of all myths and legends, and their paths affect everyone who reads about them. This is a deck that breathes life into the forests of Sherwood, where romance, heroism, and the supernatural occur in equal parts, and questions about the most archetypal characteristics found in the human psyche can be answered. Written by the creators of the bestselling The Wildwood Tarot—including Mark Ryan, who starred in the cult-favorite TV series Robin of Sherwood—and illustrated by iconic artist Anne Yvonne Gilbert, this is an enchanting and enlightening tool for uncovering the legends hidden in the human subconscious.

Most businesses are far more interested in accurate forecasting and fraud detection using their existing structured datasets than identifying cats in YouTube videos. Powerful deep learning techniques can efficiently extract insight from the kind of structured data collected by most businesses and organisations.

 

Deep learning offers the potential to identify complex patterns and relationships hidden in data of all sorts.

 

Deep Learning with Structured Data shows you how to apply powerful deep learning analysis techniques to the kind of structured, tabular data you'll find in the relational databases that real-world businesses depend on. Filled with practical, relevant applications, this book teaches you how deep learning can augment your existing machine learning and business intelligence systems.

 

•   The benefits and drawbacks of deep learning

•   Organizing data for your deep learning model

•   The deep learning stack

•   Measuring performance of your models

 

For readers with an intermediate knowledge of Python, Jupyter notebooks, and machine learning.

It is widely acknowledged that we have a duty to protect the environment. Yet, current environmental policy discussions demonstrate that fulfilling this in practice is a difficult, complex, and costly task. There are many ethical questions arising from such discussions. Should we care about the environment because it is economically valuable or because nature has intrinsic value? How do we establish an ethical trade-off between our current needs and those of future generations? Should we protect individual species or entire ecosystems instead? What way should we discuss societal values and ideals, or should scientific analysis take precedence within decision making practice? This book aims to tackle some of these thorny sustainability issues and responds to them with a cohesive, original alternative in the form of the precautionary ecosystem health principle (PEHP). It provides a detailed philosophical approach and advocates that a PEHP approach is able to overcome many of these stark and challenging difficulties within sustainability theory and environmental policy.

It is widely acknowledged that we have a duty to protect the environment. Yet, current environmental policy discussions demonstrate that fulfilling this in practice is a difficult, complex, and costly task. There are many ethical questions arising from such discussions. Should we care about the environment because it is economically valuable or because nature has intrinsic value? How do we establish an ethical trade-off between our current needs and those of future generations? Should we protect individual species or entire ecosystems instead? What way should we discuss societal values and ideals, or should scientific analysis take precedence within decision making practice? This book aims to tackle some of these thorny sustainability issues and responds to them with a cohesive, original alternative in the form of the precautionary ecosystem health principle (PEHP). It provides a detailed philosophical approach and advocates that a PEHP approach is able to overcome many of these stark and challenging difficulties within sustainability theory and environmental policy.

Harness the power of the easy-to-use, high-performance fastai framework to rapidly create complete deep learning solutions with few lines of codeKey FeaturesDiscover how to apply state-of-the-art deep learning techniques to real-world problemsBuild and train neural networks using the power and flexibility of the fastai frameworkUse deep learning to tackle problems such as image classification and text classificationBook Descriptionfastai is an easy-to-use deep learning framework built on top of PyTorch that lets you rapidly create complete deep learning solutions with as few as 10 lines of code. Both predominant low-level deep learning frameworks, TensorFlow and PyTorch, require a lot of code, even for straightforward applications. In contrast, fastai handles the messy details for you and lets you focus on applying deep learning to actually solve problems.The book begins by summarizing the value of fastai and showing you how to create a simple 'hello world' deep learning application with fastai. You'll then learn how to use fastai for all four application areas that the framework explicitly supports: tabular data, text data (NLP), recommender systems, and vision data. As you advance, you'll work through a series of practical examples that illustrate how to create real-world applications of each type. Next, you'll learn how to deploy fastai models, including creating a simple web application that predicts what object is depicted in an image. The book wraps up with an overview of the advanced features of fastai.By the end of this fastai book, you'll be able to create your own deep learning applications using fastai. You'll also have learned how to use fastai to prepare raw datasets, explore datasets, train deep learning models, and deploy trained models.What you will learnPrepare real-world raw datasets to train fastai deep learning modelsTrain fastai deep learning models using text and tabular dataCreate recommender systems with fastaiFind out how to assess whether fastai is a good fit for a given problemDeploy fastai deep learning models in web applicationsTrain fastai deep learning models for image classificationWho this book is forThis book is for data scientists, machine learning developers, and deep learning enthusiasts looking to explore the fastai framework using a recipe-based approach. Working knowledge of the Python programming language and machine learning basics is strongly recommended to get the most out of this deep learning book.

Want to delve deeper into the concepts that made The Wildwood Tarot wildly popular? This workbook further explores those powerful ancient traditions. Wild Magic invokes the power of the Wildwood – the Green Man and Green Woman, as well as all the living archetypes of the forest, such as Herne the Hunter and Robin-in-the-Hood. Journey across time to the pre-Celtic world where primal forces, in the guise of animal, bird, and fish, roamed free and opened doorways into the otherworld of the Ancestors. With chapters on the Lore of the Wild, the Wheel of the Year, shamanic methods of examining the wild, and meditations designed to enable personal encounters with Wildwood archetypes, as well as newly crafted rituals enabling readers to celebrate festivals such as the Midsummer and Midwinter Solstices, the book takes a fresh and informed look at a set of ancient traditions applied to the present.

A feature is a small modification or extension of a system which can be seen as having a self-contained functional role, such as Call Forwarding, Automatic Call back and Voice Mail in telephone services, to which users can subscribe. Feature interaction happens when one feature modifies or subverts the operation of another, and this problem has received a great deal of attention from industry and academics, especially in the field of telecommunications, where new services are constantly being developed and deployed. This volume contains refereed papers resulting from the ESPRIT FIREworks working group. The papers focus on the language constructs which have been developed describing features, and advocate a feature-oriented approach to software design including requirements specification languages and verifications logics.

Years ago, Seán 'Tyrone' O'Brien left his wife and son in County Tyrone to find work in the South Wales Valleys. Now his wife is dying, and sends her son Jack out to find out what became of his father. Séan's last letter came from 'somewhere called Aberuffern'. Unbeknownst to Jack, Aber-uffern translates as 'the mouth of Hell', and a young man's journey in innocence is quickly enveloped in nightmare.Inspired by the Mexican novel Pedro Paramo by Juan Rulfo, this haunting novella is based on a play of the same name, premiered in Cardiff in 2010. The lively, blackly humorous and intelligent storytelling is accompanied by a series of 20 woodcuts by the author.Mark Ryan played in various punk bands during the late 1970s, including Adam and the Ants. He later turned to theatre and began a successful career as a playwright. He is the author of The Strange Case Of Dr Jekyll And Mr Hyde As Told To Carl Jung By An Inmate Of Broadmoor Asylum, performed to five-star reviews in Edinburgh, London, Cardiff and San Francisco. Mark died in 2011, as he was finalising the text for this novel.

Based on the seasonal rhythms and festivals of the ancient year, "The Wildwood Tarot" draws its inspiration from pre-Celtic mythology and shamanic mysteries, placing mystical archetypes into a nature-based system rich in shamanic wisdom and forest lore. The archetypal forces of the deck act as both guides and interpreters, taking us on a spiritual, mystical and psychological journey deep into the labyrinth of primal Earth mysteries. To walk among the age-old trees of the wildwood is to journey back in time. In this eye-catching deck, previously known as "The Greenwood Tarot", Mark Ryan and John Matthews reawaken the classic forest archetypes of the Green Man and Woman, the Archer, the Hooded Man and the Blasted Oak. Will Worthington's rich and vivid images bring this ancient world back to life and make it possible to feel the magic and power of the wildwood. The 160-page book comes with a 78 beautifully illustrated tarot cards.

This book constitutes the refereed proceedings of the 16th International Conference on Information Security Practice and Experience, ISPEC 2021, held in Nanjing, China, in December 2021. The 23 full papers presented in this volume were carefully reviewed and selected from 94 submissions.

Etwas lernen ist eine Sache, es später umzusetzen noch einmal eine ganz andere. Aber keine Sorge, mit über 250 Übungsaufgaben, ausführlichen Lösungen und Erklärungen hilft Ihnen dieses Buch dabei, verschiedene Aufgabentypen erfolgreich zu lösen. Neben den zahlreichen Übungsaufgaben werden natürlich auch die grundlegenden Regeln zu Ableitung und Integration noch einmal erklärt. So ist das "Übungsbuch Analysis für Dummies" die perfekte Ergänzung zu "Analysis für Dummies" und eine große Hilfe bei der Vorbereitung auf die nächste Klausur.

Stehen Sie wie viele Schülerinnen und Schüler mit der Mathematik auf Kriegsfuß? Wollen Sie sich als möglicherweise fachfremd unterrichtende Lehrkraft einen Überblick über die Mathematik der Sekundarstufe verschaffen? Betrachten Sie sich eher als weniger talentiert in Mathematik? Dieses Dummies-Buch lässt Sie nicht allein. Alle Grundlagen, Schritt-für-Schritt-Erklärungen, viele Beispiele, Übungen und Lösungen sowie das Aufzeigen von Zusammenhängen; mit diesem Buch werden Sie sich viel sicherer fühlen.

Analysis ist Ihnen ein Graus, aber die Klausur steht vor der Tür? Keine Sorge! "Analysis für Dummies" führt Sie an das Thema heran und wiederholt zunächst die Grundlagen von Algebra, Funktionen und Graphen. Anschließend erläutert der Autor die Regeln der Differentialrechnung, die Feinheiten der Kurvendiskussion sowie das Entscheidende zu Grenzwerten und Stetigkeit. Dank zahlreicher Beispiele und Schritt-für-Schritt-Erklärungen werden Sie schon bald zum Experten. So steht der bestandenen Prüfung nichts im Wege.