Explore clustering algorithms used with Apache MahoutAbout This BookUse Mahout for clustering datasets and gain useful insightsExplore the different clustering algorithms used in day-to-day workA practical guide to create and evaluate your own clustering models using real world data sets Who This Book Is For This book is for developers who want to try out clustering on large datasets using Mahout. It will also be useful for those users who don’t have background in Mahout, but have knowledge of basic programming and are familiar with basics of machine learning and clustering. It will be helpful if you know about clustering techniques with some other tool.What You Will LearnExplore clustering algorithms and cluster evaluation techniquesLearn different types of clustering and distance measuring techniquesPerform clustering on your data using K-Means clusteringDiscover how canopy clustering is used as pre-process step for K-MeansUse the Fuzzy K-Means algorithm in Apache MahoutImplement Streaming K-Means clustering in MahoutLearn Spectral K-Means clustering implementation of Mahout In Detail As more and more organizations are discovering the use of big data analytics, interest in platforms that provide storage, computation, and analytic capabilities has increased. Apache Mahout caters to this need and paves the way for the implementation of complex algorithms in the field of machine learning to better analyse your data and get useful insights into it. Starting with the introduction of clustering algorithms, this book provides an insight into Apache Mahout and different algorithms it uses for clustering data. It provides a general introduction of the algorithms, such as K-Means, Fuzzy K-Means, StreamingKMeans, and how to use Mahout to cluster your data using a particular algorithm. You will study the different types of clustering and learn how to use Apache Mahout with real world data sets to implement and evaluate your clusters. This book will discuss about cluster improvement and visualization using Mahout APIs and also explore model-based clustering and topic modelling using Dirichlet process. Finally, you will learn how to build and deploy a model for production use.Style and approach This book is a hand's-on guide with examples using real-world datasets. Each chapter begins by explaining the algorithm in detail and follows up with showing how to use mahout for that algorithm using example data-sets.

Over 50 hands-on recipes to help you efficiently administer and maintain your games with Cocos2d-xAbout This BookBuild exciting games, apps, and other cross-platform GUI based interactive programs with Cocos2d-xExplore the nitty-gritty of the latest Cocos2d-x on the block, version 3.6A step-by-step guide that shows you the functionalities of Cocos2d-x followed by an explanation of how they work Who This Book Is For If you are a game developer and want to learn more about cross-platform game development in Cocos2d-x, then this book is for you. Knowledge of C++, Xcode, Eclipse, and how to use commands in the terminal are prerequisites for this book.What You Will LearnInstall and set up Cocos2d-x for your development environmentBuild, test, and release game applications for iOS and AndroidDevelop your games for multiple platformsCustomize Cocos2d-x for your gamesUse a physical engine in your gamesSave and load text, JSON, XML, or other formatsExplore the brand new features of Cocos2d-x In Detail Cocos2d-x is a suite of open source, cross-platform game-development tools used by thousands of developers all over the world. Cocos2d-x is a game framework written in C++, with a thin platform-dependent layer. Completely written in C++, the core engine has the smallest footprint and the fastest speed of any other game engine, and is optimized to be run on all kinds of devices. You will begin with the initial setup and installation of Cocos2d before moving on to the fundamentals needed to create a new project. You will then explore and create the sprites, animations, and actions that you will include in the game. Next you will look at strings and create labels, including a label with True Type Font (TTF) font support. Later, you will learn about layer and scene creation and transition. Then you will create the GUI parts essential for a game, such as buttons and switches. After that, you will breathe life into the game with background music and sound effects using the all new Cocos2d-x audio engine. You will then discover how to manage resource files and implement processes that depend on the operating system. Finally, you will polish your game with physics such as gravity and elevation, learn about tools that will help you make games more robust and stable, and get to know best practices to improve the game you have developed.Style and approach This book is an easy-to-follow guide with ample recipes to help you better understand Cocos2d-x.

After decades of service and years of watching her family's troubles splashed across the tabloids, Britain's Queen is beginning to feel her age. She needs some proper cheering up. An unexpected opportunity offers her relief: an impromptu visit to a place that holds happy memories—the former royal yacht, Britannia, now moored near Edinburgh. Hidden beneath a skull-emblazoned hoodie, the limber Elizabeth (thank goodness for yoga) walks out of Buckingham Palace into the freedom of a rainy London day and heads for King's Cross to catch a train to Scotland. But a characterful cast of royal attendants has discovered her missing. In uneasy alliance a lady-in-waiting, a butler, an equerry, a girl from the stables, a dresser, and a clerk from the shop that supplies Her Majesty's cheese set out to find her and bring her back before her absence becomes a national scandal.Mrs Queen Takes the Train is a clever novel, offering a fresh look at a woman who wonders if she, like Britannia herself, has, too, become a relic of the past. William Kuhn paints a charming yet biting portrait of British social, political, and generational rivalries—between upstairs and downstairs, the monarchy and the government, the old and the young. Comic and poignant, fast paced and clever, this delightful debut tweaks the pomp of the monarchy, going beneath its rigid formality to reveal the human heart of the woman at its center.

There have been many Spinozas over the centuries: atheist, romantic pantheist, great thinker of the multitude, advocate of the liberated individual, and rigorous rationalist. The common thread connecting all of these clashing perspectives is Spinoza's naturalism, the idea that humanity is part of nature, not above it.?In this sophisticated new interpretation of Spinoza's iconoclastic philosophy, Hasana Sharp draws on his uncompromising naturalism to rethink human agency, ethics, and political practice. Sharp uses Spinoza to outline a practical wisdom of "e;renaturalization,"e; showing how ideas, actions, and institutions are never merely products of human intention or design, but outcomes of the complex relationships among natural forces beyond our control. This lack of a metaphysical or moral division between humanity and the rest of nature, Sharp contends, can provide the basis for an ethical and political practice free from the tendency to view ourselves as either gods or beasts.?Sharp's groundbreaking argument critically engages with important contemporary thinkers-including deep ecologists, feminists, and race and critical theorists-making Spinoza and the Politics of Renaturalization vital for a wide range of scholars.

In this groundbreaking work, Richard L. Velkley examines the complex philosophical relationship between Martin Heidegger and Leo Strauss. Velkley argues that both thinkers provide searching analyses of the philosophical tradition's origins in radical questioning. For Heidegger and Strauss, the recovery of the original premises of philosophy cannot be separated from rethinking the very possibility of genuine philosophizing.?Common views of the influence of Heidegger's thought on Strauss suggest that, after being inspired early on by Heidegger's dismantling of the philosophical tradition, Strauss took a wholly separate path, spurning modernity and pursuing instead a renewal of Socratic political philosophy. Velkley rejects this reading and maintains that Strauss's engagement with the challenges posed by Heidegger-as well as by modern philosophy in general-formed a crucial and enduring framework for his lifelong philosophical project. More than an intellectual biography or a mere charting of influence, Heidegger, Strauss, and the Premises of Philosophy is a profound consideration of these two philosophers' reflections on the roots, meaning, and fate of Western rationalism.

In Michael Polanyi and His Generation, Mary Jo Nye investigates the role that Michael Polanyi and several of his contemporaries played in the emergence of the social turn in the philosophy of science. This turn involved seeing science as a socially based enterprise that does not rely on empiricism and reason alone but on social communities, behavioral norms, and personal commitments. Nye argues that the roots of the social turn are to be found in the scientific culture and political events of Europe in the 1930s, when scientific intellectuals struggled to defend the universal status of scientific knowledge and to justify public support for science in an era of economic catastrophe, Stalinism and Fascism, and increased demands for applications of science to industry and social welfare.?At the center of this struggle was Polanyi, who Nye contends was one of the first advocates of this new conception of science. Nye reconstructs Polanyi's scientific and political milieus in Budapest, Berlin, and Manchester from the 1910s to the 1950s and explains how he and other natural scientists and social scientists of his generation-including J. D. Bernal, Ludwik Fleck, Karl Mannheim, and Robert K. Merton-and the next, such as Thomas Kuhn, forged a politically charged philosophy of science, one that newly emphasized the social construction of science.

Imprisoned in the Tower of London after the death of Queen Elizabeth in 1603, Sir Walter Ralegh spent seven years producing his massive History of the World.?Created with the aid of a library of more than five hundred books that he was allowed to keep in his quarters, this incredible work of English vernacular would become a best seller, with nearly twenty editions, abridgments, and continuations issued in the years that followed.Nicholas Popper uses Ralegh's?History?as a touchstone in this lively exploration of the culture of history writing and historical thinking in the late Renaissance. From Popper we learn why early modern Europeans ascribed heightened value to the study of the past and how scholars and statesmen began to see historical expertise as not just a foundation for political practice and theory, but as a means of advancing their power in the courts and councils of contemporary Europe. The rise of historical scholarship during this period encouraged the circulation of its methods to other disciplines, transforming Europe's intellectual-and political-regimes. More than a mere study of Ralegh's History of the World, Popper's book reveals how the methods that historians devised to illuminate the past structured the dynamics of early modernity in Europe and England.

In Studying Human Behavior, Helen E. Longino enters into the complexities of human behavioral research, a domain still dominated by the age-old debate of "e;nature versus nurture."e; Rather than supporting one side or another or attempting to replace that dichotomy with a different framework for understanding behavior, Longino focuses on how scientists study it, specifically sexual behavior and aggression, and asks what can be known about human behavior through empirical investigation.?She dissects five approaches to the study of behavior-quantitative behavioral genetics, molecular behavior genetics, developmental psychology, neurophysiology and anatomy, and social/environmental methods-highlighting the underlying assumptions of these disciplines, as well as the different questions and mechanisms each addresses. She also analyzes efforts to integrate different approaches. Longino concludes that there is no single "e;correct"e; approach but that each contributes to our overall understanding of human behavior. In addition, Longino reflects on the reception and transmission of this behavioral research in scientific, social, clinical, and political spheres. A highly significant and innovative study that bears on crucial scientific questions, Studying Human Behavior will be essential reading not only for scientists and philosophers but also for science journalists and anyone interested in the engrossing challenges of understanding human behavior.

Students in special education programs can have widely divergent experiences. For some, special education amounts to a dumping ground where schools unload their problem students, while for others, it provides access to services and accommodations that drastically improve chances of succeeding in school and beyond. Distinguishing Disability argues that this inequity in treatment is directly linked to the disparity in resources possessed by the students' parents.Since the mid-1970s, federal law has empowered parents of public school children to intervene in virtually every aspect of the decision making involved in special education. However, Colin Ong-Dean reveals that this power is generally available only to those parents with the money, educational background, and confidence needed to make effective claims about their children's disabilities and related needs. Ong-Dean documents this class divide by examining a wealth of evidence, including historic rates of learning disability diagnosis, court decisions, and advice literature for parents of disabled children. In an era of expanding special education enrollment, Distinguishing Disability is a timely analysis of the way this expansion has created new kinds of inequality.

Lucius Annaeus Seneca (4 BCE-65 CE) was a Roman Stoic philosopher, dramatist, statesman, and adviser to the emperor Nero, all during the Silver Age of Latin literature. The Complete Works of Lucius Annaeus Seneca is a fresh and compelling series of new English-language translations of his works in eight accessible volumes. Edited by world-renowned classicists Elizabeth Asmis, Shadi Bartsch, and Martha C. Nussbaum, this engaging collection restores Seneca-whose works have been highly praised by modern authors from Desiderius Erasmus to Ralph Waldo Emerson-to his rightful place among the classical writers most widely studied in the humanities.Written near the end of Seneca's life, Natural Questions is a work in which Seneca expounds and comments on the natural sciences of his day-rivers and earthquakes, wind and snow, meteors and comets-offering us a valuable look at the ancient scientific mind at work. The modern reader will find fascinating insights into ancient philosophical and scientific approaches to the physical world and also vivid evocations of the grandeur, beauty, and terror of nature.

A work of striking originality bursting with unexpected insights, The Human Condition is in many respects more relevant now than when it first appeared in 1958. In her study of the state of modern humanity, Hannah Arendt considers humankind from the perspective of the actions of which it is capable. The problems Arendt identified then-diminishing human agency and political freedom, the paradox that as human powers increase through technological and humanistic inquiry, we are less equipped to control the consequences of our actions-continue to confront us today. This new edition, published to coincide with the fortieth anniversary of its original publication, contains an improved and expanded index and a new introduction by noted Arendt scholar Margaret Canovan which incisively analyzes the book's argument and examines its present relevance. A classic in political and social theory, The Human Condition is a work that has proved both timeless and perpetually timely.Hannah Arendt (1906-1975) was one of the leading social theorists in the United States. Her Lectures on Kant's Political Philosophy and Love and Saint Augustine are also published by the University of Chicago Press.

Jenna Miscavige Hill was raised to obey. As the niece of the Church of Scientology leader David Miscavige, she grew up at the center of this highly controversial and powerful organization. But at twenty-one, Jenna made a daring break, risking everything she had ever known and loved to leave Scientology once and for all. Now she speaks out about her life, the Church, and her dramatic escape, going deep inside a religion that, for decades, has been the subject of fierce debate and speculation worldwide. Piercing the veil of secrecy that has long shrouded the world of Scientology, this insider reveals unprecedented firsthand knowledge of the religion, its obscure rituals, and its mysterious leader David Miscavige. From her prolonged separation from her parents as a small child to being indoctrinated to serve the greater good of the Church, from her lack of personal freedoms to the organization emphasis on celebrity recruitment, Jenna goes behind the scenes of Scientology oppressive and alienating culture, detailing an environment rooted in control in which the most devoted followers often face the harshest punishments when they fall out of line. Addressing some of the Church most notorious practices in startling detail, she also describes a childhood of isolation and neglect a childhood that, painful as it was, prepared her for a tough life in the Church most devoted order, the Sea Org. Despite this hardship, it is only when her family approaches dissolution and her world begins to unravel that she is finally able to see the patterns of stifling conformity and psychological control that have ruled her life. Faced with a heartbreaking choice, she mounts a courageous escape, but not before being put through the ultimate test of family, faith, and love. At once captivating and disturbing, Beyond Belief is an eye-opening exploration of the limits of religion and the lengths to which one woman went to break free.

In 1950 Krishnamurti said: It is only when the mind is not escaping in any form that it is possible to be in direct communion with that thing we call lonliness, the alone, and to have communion with that thing, there must be affection, there must be love. On Love and Lonliness is a compelling investigation of our intimate relationships with ourselves, others, and society. Krishnamurti suggests that true relationship can come into being only when there is self-knowledge of the conditions which divide and islolate individuals and groups. Only by renouncing the self can we understand the problem of lonliness, and truly love.

Born and raised in Algeria with an active political life in the 70’s leading to his eventual emigration as a political refugee Elias Adam is the father of a family deeply affected by the new reality for economic and political migrants in Western Europe, victims of the new face of politics and some would say of Fear. This is his Book Of natural Rebellion

After her young nephew and two nieces’ parents are drowned in a tragic sailing accident off the coast of Cornwall, the beautiful red-headed Tamara is devastated by their loss and realises almost at once that she is the only person who can look after the three children as she loves them so much. She speaks to the local Solicitor, who tells her that there is no money left in her brother-in-law’s estate and so she has no choice but to take the three children to their uncle, the Duke of Granchester, who lives in splendid isolation in a vast sprawling but intimidating Castle in Gloucestershire. The prospect at once appals Tamara. Firstly because she despises the Duke for the way he had cut off all contact with her sister and brother-in-law as he disapproved of their marriage, thinking that she was an actress when in fact she was a renowned opera singer. Worse still, Tamara has written a somewhat scurrilous novel portraying the Duke as the vile character she believes him to be! And the novel is just about to be published in London! Arriving at Granchester Castle in the guise of the children’s Governess, she finds the Duke to be as arrogant, high-handed and annoyingly handsome as her fictional portrayal of him and she hates him even more bitterly. Until a touch of love intervenes and changes everything forever.

The beautiful Colena Dalton has inherited a great fortune following the untimely death of her enormously rich father, Sir Arthur Dalton, in Paris after a long illness. After overhearing the Comtesse de Lyons telling her charmless son, Pierre, that he must propose to Colena as they need the money, she decides that she wants to marry a man who really loves her for herself and not for her money It is then that she and her cousin, Elizabeth, who has been living with Colena and her father in France, decide to change places. The two girls return to London where they join the Social world and are at once invited to endless parties as Sir Arthur’s death has been widely reported in all the newspapers. And immediately the fortune-hunters start circling. One of them called Oliver Stone becomes particularly persistent and bombards Elizabeth, thinking that she is Colena, with attention and invitations, while ignoring Colena. As expected he proposes marriage and will not be shaken off whatever the girls try and in order to escape him they drive of Colena’s father’s house in the country. There they find they find that two famous paintings have been stolen and hearing that there is to be a sale of pictures and other treasures nearby, the girls go there to try to replace the pictures. It is then that they meet up again unexpectedly with the unpleasant Oliver Stone who tries to abduct Elizabeth and force into marrying him. Then an unfortunate accident occurs that changes everything. How Colena and Elizabeth meet the men of their dreams, who love them for themselves and not for their money, is told in this intriguing story by BARBARA CARTLAND.

Over 88 recipes for effective use of Infusionsoft to mitigate your CRM needs, marketing automation, conducting online business optimallyAbout This BookMaximize client engagement by automating lead capture and follow-upCollect information and set up lead scoring in Infusionsoft to enhance your marketing interactions to build more clientsSet up online shopping carts, manage your online store, and enhance user experience Who This Book Is For If you want to excel in the use of Infusionsoft to develop a set of common applications or project types and solutions effectively, this book is perfect for you. This book will empower you to provide better results for your clients, faster! It is assumed that you are familiar with and use Infusionsoft.What You Will LearnSet up and configure features that will enhance new user creation using InfusionsoftAttract leads and build your list efficientlyUnderstand the different strategies to sell and get paidCreate amazing customer experiences by following up and automating messagesMaster techniques to use Infusionsoft for internal administrative functionsMake better business decisions by mastering the reporting functionalitySave time and simplifying day-to-day usage using InfusionsoftGet to know the Ninja hacks while working with Infusionsoft efficiently. In Detail Infusionsoft is an all-in-one software-as-a-service (SaaS) for small business sales and marketing. It empowers businesses with the same level of automation and personalization that were previously only available to large corporate enterprises with deep pockets. You can easily manage customer relationships, target communications in an automated manner, and sell their products/services online effectively. Starting with recipes on the general setup and core competencies related to Infusionsoft, you will then learn about tools to enhance user experience. Further on, you'll dive deep into different strategies to attract, sell, and wow your customers. You’ll also explore different ways to manage administrative tasks and reporting, which are crucial to perform better workflow management. Later, you will become proficient in lead generation and lead management, referral management, report generation, and working with the campaign builder. Finally, the book closes with unsupported ninja hacks to take your business strategies into the stratosphere!Style and approach A recipe-based guide that covers real-life scenarios on optimising marketing automation, lifecycle management, lead generation, inventory management, and adding ecommerce functionality

Evolution Is Not the Bible's Enemy Saving Darwin explores the history of the controversy that swirls around evolution science, from Darwin to current challenges, and shows why and how it is possible to believe in God and evolution at the same time.

How many times have you thought about starting a diet or quitting smoking without doing anything about itOr lapsed back into bad habits after hitting a rough spot on the road to recoveryTo uncover the secret to successful personal change, three acclaimed psychologists studied more than 1,000 people who were able to positively and permanently alter their lives without psychotherapy. They discovered that change does not depend on luck or willpower. It is a process that can be successfully managed by anyone who understands how it works. Once you determine which stage of change you're in, you can: create a climate where positive change can occur maintain motivation turn setbacks into progress make your new benefifificial habits a permanent part of your life This groundbreaking book offers simple self-assessments, informative case histories, and concrete examples to help clarify each stage and process. Whether your goal is to start saving money, to stop drinking, or to end other self-defeating or addictive behaviors, this revolutionary program will help you implement positive personal change . . . for life.The National Cancer Institute Found this program more than twice as effective as standard programs in helping smokers quit for 18 months.

A Man's Survival Guide to PregnancyIt's easy for a man to feel like a bystander during pregnancy. Finally, from one man to another, here is a pregnancy book with funny, down-to-earth, and practical advice on: figuring out what you wife's obstetrician is saying keeping your sex life alive staying on top of insurance forms and other paperwork and much, much more This book will help make pregnancy the experience of a lifetime.

In March 2005, Ashley Smith made headlines around the globe when she miraculously talked her way out of the hands of alleged courthouse killer Brian Nichols after he took her hostage for seven hours in her suburban Atlanta apartment. In this moving, inspirational account now a motion picture from Paramount Ashley shares the details of her traumatic ordeal and expands on how her faith and the bestselling book The Purpose Driven Life helped her survive and bring the killer's murderous rampage to a peaceful end.Like her captor, Smith too had faced darkness and despair. Seeking a new life, she moved to Atlanta, got a job, enrolled in a medical assistant training program, and was beginning to find her way to becoming the kind of mom she wanted her little girl to have. Then Brian Nichols took her hostage. Just hours earlier, he'd allegedly shot to death a judge, a court reporter, a deputy, and a federal agent and escaped in a stolen vehicle. Now she found herself face-to-face with Nichols, a desperate, heavily armed man with nothing left to lose.Juxtaposing the minute-by-minute tale of her experience with the tragedies and triumphs of her own life, Captive is a riveting story that will leave no reader untouched.