Arfel Booker is a great young blues musician in the 1940s South. One night, after playing a blues gig in a new town, a beautiful woman takes him back to her log cabin to make love. In the morning (after blacking out from too much liquor), he awakens to an unwelcome surprise. Instead of the woman, an unfamiliar white man is in the bed, and the man's throat has been slashed with Arfel's knife. Arfel knows he's been framed, so he makes a run for it and heads north by hopping trains. Once a safe distance from the southern town, Arfel makes the acquaintance of Lemontree Johnson, a fellow blues man who helps to reestablish Arfel's music and him. Despite this spot of good luck, Arfel's troubles are far from over. Lemontree is the only person who knows the truth about Arfel's run from the south and his current state as suspected murderer. All seems lost when a bounty hunter arrives looking for Arfel. Who was that strange murdered white man, and how will Arfel Booker escape the long arm of the law this time?
As an applied science, enology is a collection of knowledge from the fundamental sciences including chemistry, biochemistry, microbiology, bioengineering, psychophysics, cognitive psychology, etc., and nourished by empirical observations. The approach used in the Handbook of Enology is thus the same. It aims to provide practitioners, winemakers, technicians and enology students with foundational knowledge and the most recent research results. This knowledge can be used to contribute to a better definition of the quality of grapes and wine, a greater understanding of chemical and microbiological parameters, with the aim of ensuring satisfactory fermentations and predicting the evolution of wines, an7thd better mastery of wine stabilization processes. As a result, the purpose of this publication is to guide readers in their thought processes with a view to preserving and optimizing the identity and taste of wine and its aging potential. This third English edition of The Handbook of Enology, is an enhanced translation from the 7h French 2017 edition, and is published in print as individual themed volumes and as a two-volume set, describing aspects of winemaking using a detailed, scientific approach. The authors, who are highly-respected enologists, examine winemaking processes, theorizing what constitutes a perfect technique and the proper combination of components necessary to produce a quality vintage. They also illustrate methodologies of common problems, revealing the mechanism behind the disorder, thus enabling a diagnosis and solution. Volume 1: The Microbiology of Wine and Vinifications addresses the first phase of winemaking to produce an "unfinished" wine: grading grape quality and maturation, yeast biology then adding it to the grape crush and monitoring its growth during vinification; and identifying and correcting undesired conditions, such as unbalanced lactic and acetic acid production, use of sulfur dioxide and alternatives, etc. Coverage includes: Wine microbiology; Yeasts; Yeast metabolism; The conditions for the development of yeasts; Lactic acid bacteria, their metabolism and their development in wine; Acetic bacteria; The use of sulfur dioxide in the treatment of musts and wines; Products and processes acting in addition to sulfur dioxide; Winemaking; The grape and its maturation; Harvesting and processing of grapes after harvest; Vinification in red and white wine making. The target audience includes advanced viticulture and enology students, professors and researchers, and practicing grape growers and vintners.
As an applied science, Enology is a collection of knowledge from the fundamental sciences including chemistry, biochemistry, microbiology, bioengineering, psychophysics, cognitive psychology, etc., and nourished by empirical observations. The approach used in the Handbook of Enology is thus the same. It aims to provide practitioners, winemakers, technicians and enology students with foundational knowledge and the most recent research results. This knowledge can be used to contribute to a better definition of the quality of grapes and wine, a greater understanding of chemical and microbiological parameters, with the aim of ensuring satisfactory fermentations and predicting the evolution of wines, and better mastery of wine stabilization processes. As a result, the purpose of this publication is to guide readers in their thought processes with a view to preserving and optimizing the identity and taste of wine and its aging potential. This third English edition of The Handbook of Enology, is an enhanced translation from the 7th French 2017 edition, and is published as a two-volume set describing aspects of winemaking using a detailed, scientific approach. The authors, who are highly-respected enologists, examine winemaking processes, theorizing what constitutes a perfect technique and the proper combination of components necessary to produce a quality vintage. They also illustrate methodologies of common problems, revealing the mechanism behind the disorder, thus enabling a diagnosis and solution. Volume 2: The Chemistry of Wine and Stabilization and Treatments looks at the wine itself in two parts. Part One analyzes the chemical makeup of wine, including organic acids, alcoholic, volatile and phenolic compounds, carbohydrates, and aromas. Part Two describes the procedures necessary to achieve a perfect wine: the clarification processes of fining, filtering and centrifuging, stabilization, and aging. Coverage includes: Wine chemistry; Organic acids; Alcohols and other volatile products; Carbohydrates; Dry extract and mineral matter; Nitrogen substances; Phenolic compounds; The aroma of grape varieties; The chemical nature, origin and consequences of the main organoleptic defects; Stabilization and treatment of wines; The chemical nature, origin and consequences of the main organoleptic defects; The concept of clarity and colloidal phenomena; Clarification and stabilization treatments; Clarification of wines by filtration and centrifugation; The stabilization of wines by physical processes; The aging of wines in vats and in barrels and aging phenomena. The target audience includes advanced viticulture and enology students, professors and researchers, and practicing grape growers and vintners.
The definitive guide to LLMs, from architectures, pretraining, and fine-tuning to Retrieval Augmented Generation (RAG), multimodal Generative AI, risks, and implementations with ChatGPT Plus with GPT-4, Hugging Face, and Vertex AI Key Features Compare and contrast 20+ models (including GPT-4, BERT, and Llama 2) and multiple platforms and libraries to find the right solution for your project Apply RAG with LLMs using customized texts and embeddings Mitigate LLM risks, such as hallucinations, using moderation models and knowledge bases Purchase of the print or Kindle book includes a free eBook in PDF format Book DescriptionTransformers for Natural Language Processing and Computer Vision, Third Edition, explores Large Language Model (LLM) architectures, applications, and various platforms (Hugging Face, OpenAI, and Google Vertex AI) used for Natural Language Processing (NLP) and Computer Vision (CV). The book guides you through different transformer architectures to the latest Foundation Models and Generative AI. You’ll pretrain and fine-tune LLMs and work through different use cases, from summarization to implementing question-answering systems with embedding-based search techniques. You will also learn the risks of LLMs, from hallucinations and memorization to privacy, and how to mitigate such risks using moderation models with rule and knowledge bases. You’ll implement Retrieval Augmented Generation (RAG) with LLMs to improve the accuracy of your models and gain greater control over LLM outputs. Dive into generative vision transformers and multimodal model architectures and build applications, such as image and video-to-text classifiers. Go further by combining different models and platforms and learning about AI agent replication. This book provides you with an understanding of transformer architectures, pretraining, fine-tuning, LLM use cases, and best practices.What you will learn Breakdown and understand the architectures of the Original Transformer, BERT, GPT models, T5, PaLM, ViT, CLIP, and DALL-E Fine-tune BERT, GPT, and PaLM 2 models Learn about different tokenizers and the best practices for preprocessing language data Pretrain a RoBERTa model from scratch Implement retrieval augmented generation and rules bases to mitigate hallucinations Visualize transformer model activity for deeper insights using BertViz, LIME, and SHAP Go in-depth into vision transformers with CLIP, DALL-E 2, DALL-E 3, and GPT-4V Who this book is for This book is ideal for NLP and CV engineers, software developers, data scientists, machine learning engineers, and technical leaders looking to advance their LLMs and generative AI skills or explore the latest trends in the field. Knowledge of Python and machine learning concepts is required to fully understand the use cases and code examples. However, with examples using LLM user interfaces, prompt engineering, and no-code model building, this book is great for anyone curious about the AI revolution.
The third edition of this best selling dictionary has been expanded and updated to include new definitions reflecting changes within the veterinary nursing profession, additional illustrations as well as revised appendices. Intended specifically for members of the veterinary nursing profession, all aspects of the curriculum are covered making this a comprehensive quick reference source for nurses working in a busy practice. - Provides detailed explanations for nearly 4000 definitions, ensuring that all aspects of the curriculum are covered - Useful line diagrams aid learning and understanding - Focuses on terms relevant to companion and pet animals – including exotics, terms from the equine field, animal behaviour, etc - Appendices provide a quick reference source for frequently needed data•Fully updated throughout retaining the focus of defining terms relative to veterinary nursing •Inclusion of 2nd colour to enhance user-friendliness and navigability •Inclusion of new terms in: equine, animal behaviour, alternative medicine and expand the terms on exotics•Inclusion of colour plates showing blood cells•Inclusion of new drug names and listing useful websites in the appendices for the most-up-to-date information on this
This title is part of UC Press's Voices Revived program, which commemorates University of California Press’s mission to seek out and cultivate the brightest minds and give them voice, reach, and impact. Drawing on a backlist dating to 1893, Voices Revived makes high-quality, peer-reviewed scholarship accessible once again using print-on-demand technology. This title was originally published in 1976. This title is part of UC Press's Voices Revived program, which commemorates University of California Press’s mission to seek out and cultivate the brightest minds and give them voice, reach, and impact. Drawing on a backlist dating to 1893, Voices Revived
This two-volume primary-source collection provides a diverse selection of documents to accompany each chapter of A history of world societies, ninth edition"--P. 4 of cover.
The chapters published in this volume developed from presentations, and their associated discussions at a conference organised by the Scottish Branch of the British Psychological Society, held at Rothesay, Isle of Bute, Scotland in September 1987. The goal of the conference was to bring together workers across a wide area of neuropsychological research to discuss recent technological advances, developments in assessment and rehabilitation, and to address theoretical issues of current interest. Thus, the chapters in this book include contributions on the use of Magnetic Resonance Imaging and Single Photon Emission Computed Tomography in neuropsychological research, studies of hemi spheric specialisation and cooperation, alcoholic and Alzheimer type dementia, prosopagnosia and facial processing, the assessment, management and rehabilitation of memory problems, the assessment of premorbid intellectual status and issues in developmental neuropsychology. Many of those engaged in research and clinical practice in neuropsychology encounter a range of topic at least as wide as this in their professional lives. The opportunity for researchers and clinicians to discuss some of the key issues in the field was invaluable and we hope that readers gain as much from the material presented here as the participants did from the meeting itself.
The LATEX typesetting System remains a popular choice for typesetting a wide variety of documents, from papers, journal articles, and presentations, to books—especially those that include technical text or demand high-quality composition. This book is the most comprehensive guide to making illustrations in LATEX documents, and it has been completely revised and expanded to include the latest developments in LATEX graphics. The authors describe the most widely used packages and provide hundreds of solutions to the most commonly encountered LATEX illustration problems. This book will show you how to • Incorporate graphics files into a LATEX document • Program technical diagrams using several languages, including METAPOST, PSTricks, and XY-pic • Use color in your LATEX projects, including presentations • Create special-purpose graphics, such as high-quality music scores and games diagrams • Produce complex graphics for a variety of scientific and engineering disciplines New to this edition: • Updated and expanded coverage of the PSTricks and METAPOST languages • Detailed explanations of major new packages for graphing and 3-D figures • Comprehensive description of the xcolor package • Making presentations with the beamer dass • The latest versions of gaming and scientific packages There are more than 1100 fully tested examples that illustrate the text and solve graphical problems and tasks—all ready to run! All the packages and examples featured in this book are freely downloadable from the Comprehensive TEX Archive Network (CTAN). The LATEX Graphics Companion, Second Edition, is more than ever an indispensable reference for anyone wishing to incorporate graphics into LATEX. As befits the subject, the book has been typeset with LATEX in a two-color design.
While Denis Summers-Smith's monograph The Sparrows presented his knowledge of sparrow biology, this volume tells the other, human, side of the tale. Denis Summers-Smith first took up the study of the House Sparrow in 1947, thinking that the difficulties of travel in post-war Britain would best suit the study of a species always close at hand. The humble House Sparrow, common everywhere, was surprisingly poorly researched and his work soon provided interesting insights into this successful and adaptable little bird. As new opportunities to travel opened up, his interest blossomed to take in the genus Passer as a whole. His travels would ultimately lead to his study of all but one of the group, found only in deepest Turkestan, and to the publication of his authoritative monograph on sparrows in 1988. His wry descriptions of the tribulations and unexpected pleasures of a traveller on four continents, from the Himalayas and Thailand to Africa and the Americas (with a good few islands in between), are interspersed with observations and speculations on the biology of sparrows in a wide variety of habitats. Everywhere local officials and bird watchers warmed to the eccentric Scot in pursuit of the little birds that nobody notices but which so often make their homes beside us. The author's own photographs and delightful cartoons by Euan Dunn further paint the picture of this lifelong search.
Can't get enough of the Packers? Discover a unique and fascinating historical survey of Green Bay's early town football teams. Colorful accounts of individual team members, descriptions of significant games, fan and community reactions, and snippets of actual newspaper stories will take you on the a journey from 1895 to the day in 1921 when the Packers became founding members of the National Football League. Included are photographs of Green Bay town teams and some of their earliest opponents.
Winner of the John Porter Tradition of Excellence Book Award, Canada at a Crossroads draws on group position theory, settler colonial studies, critical race theory, and Indigenous theorizing. Canada at a Crossroads emphasizes the social psychological barriers to transforming white settler ideologies and practices and working towards decolonization. After tracing settlers’ sense of group superiority and entitlement to historical and ongoing colonial processes, Denis illustrates how contemporary Indigenous and settler residents think about and relate to one another. He highlights how, despite often having close cross-group relationships, residents maintain conflicting perspectives on land, culture, history, and treaties, and Indigenous residents frequently experience interpersonal and systemic racism. Denis then critically assesses the promise and pitfalls of commonly proposed solutions, including intergroup contact, education, apologies, and collective action, and concludes that genuine reconciliation will require radically restructuring Canadian society and perpetually fulfilling treaty responsibilities.
In this work, Fr. Fahey explains the rights of Christ the King versus organized naturalism which is counter to Christ's rights. Christians are not only called to be holy and spiritual, but also to transform society according to the rules of God so that Christ reigns not only in heaven, but also in everyday society. Fr. Fahey speaks of the role of the Jews against this rule of Christ the King, explains their role in ancient and modern society, and their conversion to Christ the Messias. Modern society is grossly disordered, as any thinking man will readily acknowledge, and it can only be reconstituted by reestablishing the rule of Christ, and His Church, over all parts of society, from the top down. Though written in 1953 it remains timely because the subject matter remains pertinent to our day and age. Father Fahey is the expert on the rights of Christ in society, and a good place to begin to understand what has happened to our society, why, and the solution.
Based on research and interviews with workers and union leaders in South Africa, this book examines and analyses the the history of the black working class struggle, its achievements, its internal differences, its politics and international links.
In this book the authors aim to endow the reader with an operational, conceptual, and methodological understanding of the discrete mathematics that can be used to study, understand, and perform computing. They want the reader to understand the elements of computing, rather than just know them. The basic topics are presented in a way that encourages readers to develop their personal way of thinking about mathematics. Many topics are developed at several levels, in a single voice, with sample applications from within the world of computing. Extensive historical and cultural asides emphasize the human side of mathematics and mathematicians. By means of lessons and exercises on “doing” mathematics, the book prepares interested readers to develop new concepts and invent new techniques and technologies that will enhance all aspects of computing. The book will be of value to students, scientists, and engineers engaged in the design and use of computing systems, and to scholars and practitioners beyond these technical fields who want to learn and apply novel computational ideas.
In a world of magic, can science save the day? Wednesday Weeks never wanted to be a sorcerer's apprentice. She'd rather study science than magic. But when her cloak-wearing, staff-wielding grandpa is captured by a power-hungry goblin king, Wednesday must find a way to embrace her magical heritage and rescue him from the dreaded Tower of Shadows. Luckily, she's not alone. Her best friend Alfie is a prime-number fan and robotics expert who's all-in on Wednesday's epic plan involving parallel universes, swords of power, and a wise-cracking talking skull. But it's going to take more than science, magic, and the world's cutest robot to take down this bad guy. Because the goblin king is playing for the ultimate prize - and Wednesday and Alfie just walked into his trap...
Modeling the Term Structure of Interest Rates provides a comprehensive review of the continuous-time modeling techniques of the term structure applicable to value and hedge default-free bonds and other interest rate derivatives.
Using a wealth of illustrations--with 74 in full color--to elucidate each concisely presented point, the revised and updated third edition continues to emphasize how design choices relate to the reasons for making a map and its intended purpose. All components of map making are covered: titles, labels, legends, visual hierarchy, font selection, how to turn phenomena into visual data, data organization, symbolization, and more."--Back cover.
Acclaimed for its innovative use of visual material, this book is engaging, clear, and compelling—exactly how an effective map should be. Nearly every page is organized around maps and other figures (many in full color) that illustrate all aspects of map making, including instructive examples of both good and poor design choices. The book covers everything from locating and processing data to making decisions about layout, symbols, color, and type. Readers are invited to think critically about both the technical features and social significance of maps as they learn to create better maps of their own. New to This Edition*Extensively revised and expanded core chapters on map design.*An annotated map design exemplar is used to show how the concepts in each chapter play out on an actual map.*Updated to reflect current technological developments.*Larger size and redesigned pages make the book even more user friendly.
The food industry has seen a rapid expansion in the manufacture of tailor-made ingredients for use in secondary processing. This new generation of intermediate food products (or IFPs) is transforming the food industry, offering greater flexibility, functionality, and consistency in processing. New Ingredients in Food Processing provides the food industry professional with a guide to the range of intermediate food products, their functionality, methods of manufacture, and applications. The first part of the book examines the development of IFPs, common functional properties, and methods of extraction and purification. It then covers IFPs derived from plants, milk, eggs, meat, and fish. IFPs from by-products such as whey and blood are also discussed. In part two, the book reviews IFPs manufactured from carbohydrates, lipids, amino acids, and natural pigments and aromas. In each case, the authors cover composition and functional properties, methods of manufacture, and applications.
Fresh thinking and new insights on the nature of science in relation to faith, showing particularly that (1) true science does not need to be and in fact is not hostile to religious faith, and (2) evangelical Christians in general need not be either fearful of nor hostile toward scientific endeavor.
The study is concerned mainly with the growth and development of political ideas in the Caribbean since the latter half of the eighteenth century. It attempts an analysis of the more significant intellectual formulations which have emerged in the region during the period ... it includes reference to some of the major economic theories which have shaped the Caribbean reality over the years."--Introduction ([p. xi]).
Resolve the black box models in your AI applications to make them fair, trustworthy, and secure. Familiarize yourself with the basic principles and tools to deploy Explainable AI (XAI) into your apps and reporting interfaces. Key FeaturesLearn explainable AI tools and techniques to process trustworthy AI resultsUnderstand how to detect, handle, and avoid common issues with AI ethics and biasIntegrate fair AI into popular apps and reporting tools to deliver business value using Python and associated toolsBook Description Effectively translating AI insights to business stakeholders requires careful planning, design, and visualization choices. Describing the problem, the model, and the relationships among variables and their findings are often subtle, surprising, and technically complex. Hands-On Explainable AI (XAI) with Python will see you work with specific hands-on machine learning Python projects that are strategically arranged to enhance your grasp on AI results analysis. You will be building models, interpreting results with visualizations, and integrating XAI reporting tools and different applications. You will build XAI solutions in Python, TensorFlow 2, Google Cloud’s XAI platform, Google Colaboratory, and other frameworks to open up the black box of machine learning models. The book will introduce you to several open-source XAI tools for Python that can be used throughout the machine learning project life cycle. You will learn how to explore machine learning model results, review key influencing variables and variable relationships, detect and handle bias and ethics issues, and integrate predictions using Python along with supporting the visualization of machine learning models into user explainable interfaces. By the end of this AI book, you will possess an in-depth understanding of the core concepts of XAI. What you will learnPlan for XAI through the different stages of the machine learning life cycleEstimate the strengths and weaknesses of popular open-source XAI applicationsExamine how to detect and handle bias issues in machine learning dataReview ethics considerations and tools to address common problems in machine learning dataShare XAI design and visualization best practicesIntegrate explainable AI results using Python modelsUse XAI toolkits for Python in machine learning life cycles to solve business problemsWho this book is for This book is not an introduction to Python programming or machine learning concepts. You must have some foundational knowledge and/or experience with machine learning libraries such as scikit-learn to make the most out of this book. Some of the potential readers of this book include: Professionals who already use Python for as data science, machine learning, research, and analysisData analysts and data scientists who want an introduction into explainable AI tools and techniquesAI Project managers who must face the contractual and legal obligations of AI Explainability for the acceptance phase of their applications
Examines the ideological differences between the education policies of the two main political parties in the UK and discusses the emergence of these differences within the context of the 1988 Education Reform Act. It also looks at the world-wide influence of the "New Right" politics on education.
An artist’s uniquely personal journey across America In the nineteenth century, ornithologist and painter John James Audubon set out to create a complete pictorial record of North American birdlife, traveling from Louisiana and the Florida Keys to the Gulf of Saint Lawrence and the cliffs of the Yellowstone River. The resulting work, The Birds of America, stands as a monumental achievement in American art. Over a period of sixteen years, recording his own journey in journals and hundreds of original paintings, renowned French watercolorist Denis Clavreul followed in the naturalist’s footsteps. In the Footsteps of Audubon brings together some 250 of Clavreul’s stunning watercolors along with illuminating selections from Audubon’s journals and several of his paintings. With pencil and brush in hand, Clavreul turns his naturalist’s eye and painterly skill to the landscapes that Audubon encountered on his travels, and to the animals and plants that Audubon depicted in his art. A passionate ornithologist, Clavreul sketches birds in the wild with rare dexterity, bringing them vividly to life on the page. He documents his encounters along the way with people who live with nature, many of whom are passionately engaged in preserving it, drawing on his insights as both a biologist and an artist to connect the past, present, and future. A spellbinding, richly evocative journey, In the Footsteps of Audubon is an invitation to see the natural world as Audubon saw it—and to see with new eyes what it has become today.
Modern approaches to the study of symplectic 4-manifolds and algebraic surfaces combine a wide range of techniques and sources of inspiration. Gauge theory, symplectic geometry, pseudoholomorphic curves, singularity theory, moduli spaces, braid groups, monodromy, in addition to classical topology and algebraic geometry, combine to make this one of the most vibrant and active areas of research in mathematics. It is our hope that the five lectures of the present volume given at the C.I.M.E. Summer School held in Cetraro, Italy, September 2-10, 2003 will be useful to people working in related areas of mathematics and will become standard references on these topics. The volume is a coherent exposition of an active field of current research focusing on the introduction of new methods for the study of moduli spaces of complex structures on algebraic surfaces, and for the investigation of symplectic topology in dimension 4 and higher.
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