This book grew out of an exhibition about Dellinger's life and work that was curated by Bob Mainfort at the Old State House Museum in Little Rock. The book includes a detailed biography of Dellinger, as well as a discussion of his work, an overview of major collecting efforts in Arkansas by out-of-state institutions, and a history of the University of Arkansas Museum. Lavishly illustrated with over two hundred images of artifacts, this book will now permit archaeologists to see some of the pieces Dellinger's lifetime of work saved and preserved.

This book will build on the work of Davis and Lackner by exploring the nature of the “cry for justice”lifted by Rudd throughout the years of his newspaper's publication．My primary thesis is that from 1886 through the newspaper's collapse, circa 1897, Rudd promoted a church-centered vision of justice that presumed for the Catholic Church a vital role in the establishment of a racially equitable society in America．Appealing to the “Fatherhood of God and Brotherhood of Man,”the editor of the American Catholic Tribune employed the theologically rich nomenclature of the day．These convictions regarding the fundamental unity of the human family found support both in the teachings of Jesus and the Christian Doctrine of Creation．Rudd argued the best hope for African Americans living in late nineteenth-century America was the Catholic Church．He believed that through its mission and ministry justice would indeed prevail in American society．Moreover, during this same period Rudd found sufficient evidence and encouragement from church leaders to believe that this divine institution would play a pivotal role in society's eventual recognition of the full equality of African Americans.

Learn to use scikit-learn operations and functions for Machine Learning and deep learning applications. About This Book Handle a variety of machine learning tasks effortlessly by leveraging the power of scikit-learn Perform supervised and unsupervised learning with ease, and evaluate the performance of your model Practical, easy to understand recipes aimed at helping you choose the right machine learning algorithm Who This Book Is For Data Analysts already familiar with Python but not so much with scikit-learn, who want quick solutions to the common machine learning problems will find this book to be very useful. If you are a Python programmer who wants to take a dive into the world of machine learning in a practical manner, this book will help you too. What You Will Learn Build predictive models in minutes by using scikit-learn Understand the differences and relationships between Classification and Regression, two types of Supervised Learning. Use distance metrics to predict in Clustering, a type of Unsupervised Learning Find points with similar characteristics with Nearest Neighbors. Use automation and cross-validation to find a best model and focus on it for a data product Choose among the best algorithm of many or use them together in an ensemble. Create your own estimator with the simple syntax of sklearn Explore the feed-forward neural networks available in scikit-learn In Detail Python is quickly becoming the go-to language for analysts and data scientists due to its simplicity and flexibility, and within the Python data space, scikit-learn is the unequivocal choice for machine learning. This book includes walk throughs and solutions to the common as well as the not-so-common problems in machine learning, and how scikit-learn can be leveraged to perform various machine learning tasks effectively. The second edition begins with taking you through recipes on evaluating the statistical properties of data and generates synthetic data for machine learning modelling. As you progress through the chapters, you will comes across recipes that will teach you to implement techniques like data pre-processing, linear regression, logistic regression, K-NN, Naive Bayes, classification, decision trees, Ensembles and much more. Furthermore, you'll learn to optimize your models with multi-class classification, cross validation, model evaluation and dive deeper in to implementing deep learning with scikit-learn. Along with covering the enhanced features on model section, API and new features like classifiers, regressors and estimators the book also contains recipes on evaluating and fine-tuning the performance of your model. By the end of this book, you will have explored plethora of features offered by scikit-learn for Python to solve any machine learning problem you come across. Style and Approach This book consists of practical recipes on scikit-learn that target novices as well as intermediate users. It goes deep into the technical issues, covers additional protocols, and many more real-live examples so that you are able to implement it in your daily life scenarios.

Neural Networks and their implementation decoded with TensorFlow About This Book Develop a strong background in neural network programming from scratch, using the popular Tensorflow library. Use Tensorflow to implement different kinds of neural networks – from simple feedforward neural networks to multilayered perceptrons, CNNs, RNNs and more. A highly practical guide including real-world datasets and use-cases to simplify your understanding of neural networks and their implementation. Who This Book Is For This book is meant for developers with a statistical background who want to work with neural networks. Though we will be using TensorFlow as the underlying library for neural networks, book can be used as a generic resource to bridge the gap between the math and the implementation of deep learning. If you have some understanding of Tensorflow and Python and want to learn what happens at a level lower than the plain API syntax, this book is for you. What You Will Learn Learn Linear Algebra and mathematics behind neural network. Dive deep into Neural networks from the basic to advanced concepts like CNN, RNN Deep Belief Networks, Deep Feedforward Networks. Explore Optimization techniques for solving problems like Local minima, Global minima, Saddle points Learn through real world examples like Sentiment Analysis. Train different types of generative models and explore autoencoders. Explore TensorFlow as an example of deep learning implementation. In Detail If you're aware of the buzz surrounding the terms such as "machine learning," "artificial intelligence," or "deep learning," you might know what neural networks are. Ever wondered how they help in solving complex computational problem efficiently, or how to train efficient neural networks? This book will teach you just that. You will start by getting a quick overview of the popular TensorFlow library and how it is used to train different neural networks. You will get a thorough understanding of the fundamentals and basic math for neural networks and why TensorFlow is a popular choice Then, you will proceed to implement a simple feed forward neural network. Next you will master optimization techniques and algorithms for neural networks using TensorFlow. Further, you will learn to implement some more complex types of neural networks such as convolutional neural networks, recurrent neural networks, and Deep Belief Networks. In the course of the book, you will be working on real-world datasets to get a hands-on understanding of neural network programming. You will also get to train generative models and will learn the applications of autoencoders. By the end of this book, you will have a fair understanding of how you can leverage the power of TensorFlow to train neural networks of varying complexities, without any hassle. While you are learning about various neural network implementations you will learn the underlying mathematics and linear algebra and how they map to the appropriate TensorFlow constructs. Style and Approach This book is designed to give you just the right number of concepts to back up the examples. With real-world use cases and problems solved, this book is a handy guide for you. Each concept is backed by a generic and real-world problem, followed by a variation, making you independent and able to solve any problem with neural networks. All of the content is demystified by a simple and straightforward approach.

Get your statistics basics right before diving into the world of data science About This Book No need to take a degree in statistics, read this book and get a strong statistics base for data science and real-world programs; Implement statistics in data science tasks such as data cleaning, mining, and analysis Learn all about probability, statistics, numerical computations, and more with the help of R programs Who This Book Is For This book is intended for those developers who are willing to enter the field of data science and are looking for concise information of statistics with the help of insightful programs and simple explanation. Some basic hands on R will be useful. What You Will Learn Analyze the transition from a data developer to a data scientist mindset Get acquainted with the R programs and the logic used for statistical computations Understand mathematical concepts such as variance, standard deviation, probability, matrix calculations, and more Learn to implement statistics in data science tasks such as data cleaning, mining, and analysis Learn the statistical techniques required to perform tasks such as linear regression, regularization, model assessment, boosting, SVMs, and working with neural networks Get comfortable with performing various statistical computations for data science programmatically In Detail Data science is an ever-evolving field, which is growing in popularity at an exponential rate. Data science includes techniques and theories extracted from the fields of statistics; computer science, and, most importantly, machine learning, databases, data visualization, and so on. This book takes you through an entire journey of statistics, from knowing very little to becoming comfortable in using various statistical methods for data science tasks. It starts off with simple statistics and then move on to statistical methods that are used in data science algorithms. The R programs for statistical computation are clearly explained along with logic. You will come across various mathematical concepts, such as variance, standard deviation, probability, matrix calculations, and more. You will learn only what is required to implement statistics in data science tasks such as data cleaning, mining, and analysis. You will learn the statistical techniques required to perform tasks such as linear regression, regularization, model assessment, boosting, SVMs, and working with neural networks. By the end of the book, you will be comfortable with performing various statistical computations for data science programmatically. Style and approach Step by step comprehensive guide with real world examples

New York Times bestselling author Elmore Leonard's U.S. Marshal Raylan Givens is the mesmerizing hero of numerous books and the hit FX series Justified. Now the first three Raylan books—Pronto, Riding the Rap, and Fire in the Hole—are together in one ebook, along with an excerpt from Raylan, the brand new novel in the series.

Spinoza is among the most pivotal thinkers in the history of philosophy. He has had a deep and enduring influence on a wide range of philosophical subjects, and his work is encountered by all serious students of Western philosophy. His Ethics is one of the seminal works of metaphysical, moral, religious and political thought; his Theological-Political Treatise inaugurated a novel method of biblical exegesis; and both his political works developed the pre-eminence of democracy above all other regimes. Nevertheless, the significance of Spinoza's philosophy is matched by its complexity. His system presents a considerable challenge for the modern student; his language is frequently opaque, while the esoteric themes explored in his work often require elucidation. Spinoza: Basic Concepts intends to overcome most of such difficulties. Each essay in this collection explores a key concept involved in Spinoza's thinking, relating it to his understanding of philosophy, outlining the arguments and explaining the implications of each concept. Together, the chapters cover the full range of Spinoza's interdisciplinary system of philosophy.

The Italian author Giovanni Gentile (1875-1944) occupied a radical position among philosophers of the first half of the twentieth century. He tried in earnest to revolutionize idealist theory, developing a doctrine that retained the idealist conception of the thinking subject as the centre and source of any intelligible reality, while eschewing many of the unwarranted abstractions that had pervaded earlier varieties of idealism and led their adherents astray.Given his great prominence during his lifetime, it is perhaps remarkable that Gentile is so little discussed, and even then so poorly understood, in the English-speaking world. Few of his works have ever been translated into English, and these represent only a fraction of his great corpus and the many topics discussed therein. This neglect is partly explained by his close association with the Partito Nazionale Fascista (National Fascist Party), of which he remained a loyal member and supporter between 1923 and his assassination in 1944.The volume comprises eleven essays. Seven of these are new pieces written especially for Thought Thinking, and are intended both to contribute to ongoing debates about Gentile's philosophy and to indicate just a few of its many aspects that continue to draw the attention of philosophers, political theorists and intellectual historians. These are supplemented by new English translations of four of Gentile's shorter works, selected to offer some direct insight into his ideas and style of writing.

Four classic spy novels, four unnamed spies - just like Britain’s uber-cool sixties spy, ‘Harry Palmer’ - together in one e-bundle for the first time. When Len Deighton wrote THE IPCRESS FILE, he not only reinvented spy fiction, he created a style icon and literary legend: ‘Harry Palmer’. The nameless, working-class spy of the books found fame in three films starring Michael Caine, and the smart-talking, anti-establishment spy was suddenly cool. Hollywood would create a host of similarly super-slick spies, such as Napoleon Solo and Illya Kuryakin in The Man from Uncle. But ‘ Harry Palmer’ remains the best, and this quartet showcases the international exploits of someone who looks, sounds and acts like Harry. AN EXPENSIVE PLACE TO DIE – Into the twilight world of Parisian decadence and hidden motives come the agents of four world powers. SPY STORY – An attempted murder, the defection of a senior KGB official, and an explosive nuclear submarine chase beneath the Arctic Ocean are the sparks that ignite a brutal East-West power play. YESTERDAY’S SPY – They thought that Steve Champion, flamboyant hero and leader of an anti-Nazi intelligence group was gone. Then rumours surface of Champion’s sinister Arab connections and weapons-smuggling, forcing his old friend to investigate. TWINKLE, TWINKLE, LITTLE SPY – A Soviet space scientist defector, an English spy and an ex-CIA agent leave a blood-soaked killing trail across three continents, while overhead spy satellites watch all, twinkling like stars.

The Civil War in the West has a single goal: to promote historical writing about the war in the western states and territories. It focuses most particularly on the Trans-Mississippi theater, which consisted of Missouri, Arkansas, Texas, most of Louisiana (west of the Mississippi River), Indian Territory (modern-day Oklahoma), and Arizona Territory (two-fifths of modern-day Arizona and New Mexico), but also encompasses adjacent states, such as Kansas, Tennessee, and Mississippi, that directly influenced the Trans-Mississippi war. It is a wide swath to be sure, but one too often ignored by historians and consequently too little understood and appreciated.

Why, even in the same high-crime neighborhoods, do robbery, drug dealing, and assault occur much more frequently on some blocks than on othersOne popular theory is that a weak sense of community among neighbors can create conditions more hospitable for criminals, and another proposes that neighborhood disorder-such as broken windows and boarded-up buildings-makes crime more likely. But in his innovative new study, Peter K. B. St. Jean argues that we cannot fully understand the impact of these factors without considering that, because urban space is unevenly developed, different kinds of crimes occur most often in locations that offer their perpetrators specific advantages.Drawing on Chicago Police Department statistics and extensive interviews with both law-abiding citizens and criminals in one of the city's highest-crime areas, St. Jean demonstrates that drug dealers and robbers, for example, are primarily attracted to locations with businesses like liquor stores, fast food restaurants, and check-cashing outlets. By accounting for these important factors of spatial positioning, he expands upon previous research to provide the most comprehensive explanation available of why crime occurs where it does.

Dorothy and Otis Shepard are the groundbreaking heroes of North American visual culture. They were the first American graphic designers to work in multiple mediums and scales, but despite the brilliance of their work, their names are little known today. With 330 stunning, colorful images, Dorothy and Otis chronicles their story for the first time. It explores the Shepards' penchant for abstraction and modernism, and shows how the advent of billboard advertising inspired their creativity their large campaigns matched the grandeur of their lifestyle. Throughout, this book demonstrates how their work influenced all aspects of consumer culture, from the styling of Wrigley's Gum and the Chicago Cubs to the design of Catalina Island, which Charlie Chaplin, Clark Gable, and other celebrities frequented.As Dorothy and Otis brings these artists to life, it elevates them to their rightful place in popular culture and makes clear how their work shaped the American dream.With more than 330 full-color photographs throughout

City Parks illuminates the spirit and beauty of the world's most loved city parks: an extraordinary visual and poetic journey from London to Brooklyn, Calcutta to Chicago, and Paris to San Francisco, captured in breathtaking photographs and the evocative words of celebrated writers and personalities.

This first-ever book of its kind, Designing for the Greater Good, features hundreds of illustrated examples of the best nonprofit and cause-related design worldwide, plus 24 inspiring case studies and insights into great nonprofit branding campaigns. A comprehensive resource for designers, creative professionals, marketers, corporate communications departments and nonprofit leaders, this book showcases work from a variety of sectors including Family and Community, Animal Causes, Health, Human Rights, Environmental Awareness, Spirituality, and the Arts. The 24 case studies feature interviews with the designers for such campaigns as the Avon Walk for Breast Cancer, The Hurricane Katrina Poster Project and Get London Reading. Materials presented in Designing for the Greater Good include: cause-specific campaigns and case studies; logos and branding for nonprofits; websites, posters, brochures, advertising, and marketing materials for cause-related events and nonprofits; packaging; invitations for fundraisers and events.

Schindler's List was a success by any Hollywood measure and far surpassed all expectations for a black-and-white film about the Holocaust. Released in 1993, it won seven Oscars, including Best Picture and Best Director, and is ranked ninth in the American Film Institute's 100 Greatest American Movies. But its legacy is a far more enduring one. As director Steven Spielberg says, "The film was to be the prelude to the most important work of my life." Spielberg's encounters with Holocaust survivors who came to the filmmakers' location in Poland and told him their stories set him on a mission to collect and preserve survivor testimonies so that these eyewitnesses could become teachers of humanity for generations to come. This twentieth-anniversary commemorative book presents, for the first time, the behind-the-scenes stories of the making of Schindler's List and the creation of the Shoah Foundation, the remarkable organization that Spielberg established twenty years ago. Drawing from the Universal Pictures archives and exclusive interviews, Part One portrays the filmmaking in dramatic black-and-white photographs that echo the film's acclaimed cinematography; in excerpts from the * and the Thomas Keneally novel; and in the words of the cast and crew, including Liam Neeson, Ben Kingsley, and Spielberg. Part Two relates how the Shoah Foundation, in its first four years, raced against time to videotape nearly 52,000 testimonies in 56 countries and 32 languages, while Holocaust survivors and witnesses were still alive to be interviewed. The book also describes in fascinating detail how this worldwide network of dedicated people used pioneering methods and state-of-the-art technologies to collect, index, and preserve the video recordings. With its Visual History Archive digitized, fully searchable, and hyperlinked to the minute, the foundation then developed countless ways to share the testimonies with the world, especially young people. Since joining the University of Southern California in 2006 and renamed the USC Shoah Foundation—The Institute for Visual History and Education, it expanded its educational initiatives as well as its mission, which is now collecting and preserving testimonies from the Armenian, Cambodian, and Rwandan genocides, as well as the Nanjing Massacre. The ultimate lesson of Schindler's List, and of the USC Shoah Foundation story, is rooted in the deeds of Oskar Schindler, who never planned on becoming a household name for heroism but acted out of his humanity to protect his Jewish workers. As Spielberg writes in his introduction, "One person can change the world, and that person is you."

Intended as a comprehensive resource for designers, creative professionals, marketers, and retailers, The Big Book of Packaging contains 384 pages of the most innovative packaging designs from around the world. With over 500 featured designs and profiles of twelve of the world's leading designers, the book is a must-have resource for anyone interested in the future of packaging and design. In light of the recent lift in environmental consciousness, this volume of the Big Book Series will devote one third of its content to the increasingly important subject of green packaging-showing designers and retailers how to package their products creatively, responsibly, and at low cost, factors that will be reflected in the books own packaging/binding as well.The Big Book of Packaging will appeal to designers, students, marketers, retailers, and aesthetes alike, providing a thorough look at what goes into building an effective package and how to think "outside the box."

Sammy Davis, Jr. will forever be remembered as one of America's finest entertainers. An all–around performer who could sing, dance, and act, Davis broke racial barriers in the entertainment world and became the only non–white member of the Rat Pack. Only now, however, is Davis's talent as a photographer finally being recognized. In this previously unpublished collection of black and white photography, readers will be fascinated by Davis's portrayals of A–list performers, iconic world leaders, and scenes from everyday life. Davis's subjects include dozens of classic celebrities–such as Frank Sinatra, Marilyn Monroe, Paul Newman, and James Dean–who are often photographed at their most casual and revealing moments. Accompanying the pictures is an assortment of remembrances by Burt Boyar, a longtime friend and traveling companion of Davis who collaborated with the entertainer on both of his autobiographies. Through a series of memorable anecdotes, Boyar reflects on Davis's many achievements as well as the private moments they shared as friends. Along with Davis's candid shots of ordinary life–from a group of children laughing to a baseball game at the Washington Monument–these stories reveal a side of the performer far removed from his Rat Pack persona. The release of this book will also coincide with the release of Burt Boyar's upcoming documentary, Sammy Speaks, created from his extensive archive of taped conversations with the star.

Bag, tag, and label design is critical in the world of marketing and sales, yet can be challenging to execute successfully. The Big Book of Bags, Tags and Labels is a unique visual collection featuring work from top companies around the globe. It offers hundreds of ideas, pages of inspiration, and loads of professional advice from designers on styles ranging from classic to modern, sophisticated to conceptual, with a consistent focus on name recognition and branding.

"It would be disingenuous to the animal not to make the most of the whole beast; there is a set of delights, textural and flavoursome, which lie beyond the fillet." Thus Fergus Henderson set out his stall when he opened St. John in 1995, now one of the world's most admired restaurants. His Whole Beast and Beyond Nose to Tail books are full of exhilarating recipes for dishes that combine high sophistication with peasant thriftiness. Now the books are to be joined together in a compendious volume, The Complete Nose to Tail, with additional new recipes and more brilliant photography from Jason Lowe.

When the Aleppian Jewish community migrated from the ancient city of Aleppo in historic Syria and settled in New York and Latin American cities in the early 20th century, it brought its rich cuisine and vibrant culture. Most Syrian recipes and traditions, however, were not written down and existed only in the minds of older generations. Poopa Dweck, a first generation Syrian–Jewish American, has devoted much of her life to preserving and celebrating her community's centuries–old legacy. Dweck relates the history and culture of her community through its extraordinary cuisine, offering more than 180 exciting ethnic recipes with tantalizing photos and describing the unique customs that the Aleppian Jewish community observes during holidays and lifecycle events. Among the irresistible recipes are: ?Bazargan–Tangy Tamarind Bulgur Salad ?Shurbat Addes–Hearty Red Lentil Soup with Garlic and Coriander ?Kibbeh–Stuffed Syrian Meatballs with Ground Rice ?Samak b'Batata–Baked Middle Eastern Whole Fish with Potatoes ?Sambousak–Buttery Cheese–Filled Sesame Pastries ?Eras bi'Ajweh–Date–Filled Crescents ?Chai Na'na–Refreshing Mint Tea Like mainstream Middle Eastern cuisines, Aleppian Jewish dishes are alive with flavor and healthful ingredients–featuring whole grains, vegetables, legumes, and olive oil–but with their own distinct cultural influences. In Aromas of Aleppo, cooks will discover the best of Poopa Dweck's recipes, which gracefully combine Mediterranean and Levantine influences, and range from small delights (or maza) to daily meals and regal holiday feasts–such as the twelve–course Passover seder.

Indulge in the unputdownable I HEART series. Follow Angela’s adventures from day one . . . When Angela Clark flees her best friend's wedding for New York, leaving chaos, an injured groom and a boyfriend in her wake, her adventures are only just beginning. Follow her through five hilarious and highly entertaining novels as her attempts to start a new life and new career – and a new love affair too – take her to Hollywood, Vegas, Paris and back to London. Being Angela, it's not long before she's in one scrape after another…