The Data Science Design Manual


Book Description

This engaging and clearly written textbook/reference provides a must-have introduction to the rapidly emerging interdisciplinary field of data science. It focuses on the principles fundamental to becoming a good data scientist and the key skills needed to build systems for collecting, analyzing, and interpreting data. The Data Science Design Manual is a source of practical insights that highlights what really matters in analyzing data, and provides an intuitive understanding of how these core concepts can be used. The book does not emphasize any particular programming language or suite of data-analysis tools, focusing instead on high-level discussion of important design principles. This easy-to-read text ideally serves the needs of undergraduate and early graduate students embarking on an “Introduction to Data Science” course. It reveals how this discipline sits at the intersection of statistics, computer science, and machine learning, with a distinct heft and character of its own. Practitioners in these and related fields will find this book perfect for self-study as well. Additional learning tools: Contains “War Stories,” offering perspectives on how data science applies in the real world Includes “Homework Problems,” providing a wide range of exercises and projects for self-study Provides a complete set of lecture slides and online video lectures at www.data-manual.com Provides “Take-Home Lessons,” emphasizing the big-picture concepts to learn from each chapter Recommends exciting “Kaggle Challenges” from the online platform Kaggle Highlights “False Starts,” revealing the subtle reasons why certain approaches fail Offers examples taken from the data science television show “The Quant Shop” (www.quant-shop.com)




Decoded


Book Description

Decoded tells the story of Rong Jinzhwen, one of the great code-breakers in the world. A semi-autistic mathematical genius, Jinzhen is recruited to the cryptography department of China's secret services, Unit 701, where he is assigned the task of breaking the elusive 'Code Purple'. Jinzhen rises through the ranks to eventually become China's greatest and most celebrated code-breaker; until he makes a mistake. Then begins his descent through the unfathomable darkness of the world of cryptology into madness. Decoded was an immediate success when it was published in 2002 in China and has become an international bestseller. With the pacing of a literary crime thriller, Mai Jia's masterpiece also combines elements of historical fiction and state espionage. Taking place in the shadowy world of Chinese secret security, where Mai Jia worked for decades, it introduces us to a place that is unfamiliar, intriguing and authentic. And with Rong Jinzhen, it introduces us to a character who is deeply flawed and fragile, yet possessing exceptional intelligence. Decoded is an unforgettable and gripping story of genius, brilliance, insanity and human frailty. Mai Jia (the pseudonym of Jiang Benhu) is arguably the most successful writer in China today. His books are constant bestsellers, with total sales over three million copies. He became the highest paid author in China last year with his new book, Wind Talk. He has achieved unprecedented success with film adaptation: all of his novels are made - or are being made - into major films or TV series, the screenplays of which are often written by Mai Jia himself. He is hailed as the forerunner of Chinese espionage fiction, and has created a unique genre that combines spycraft, code-breaking, crime, human drama, historical fiction, and metafiction. He has won almost every major award in China, including the highest literary honor - the Mao Dun Award.




The Basques of New York


Book Description

Generations of Basques in New York have vibrantly exercised their culture, language, values, and traditions, transmitting to their children a robust sense of ethnic identity. In today's world of globalization it is often assumed that particular communities are disappearing as a consequence of the factors of homogenization. However, the Basques have proved this false. Depicting Basque mutual aid societies, language courses, musical and dance troupes, cuisine classes, community activities, sport, political involvement, and ties to homeland institutions are just a few of the ingredients which mix to compose the chapters of this work. Readers will learn about the history and reasons why Basques left the Pyrenees of northern Spain and southern France from the personal experiences of political and economic exiles' oral histories. Original archival research allows us to discover the features of the early 1900s Centro Vasco-Americano, the Basque Government-in-exile Delegation in New York, and the development of Basque organizations. "Basqueness" is being redefined in this transnational cosmopolitan community, and with the pioneer spirit of their ancestors, latter generation Basques are nurturing and promoting Basque culture and identity to the world.




The Conjugal Dictatorship of Ferdinand and Imelda Marcos


Book Description

Author's Foreword This book is unfinished. The Filipino people shall finish it for me. I wrote this volume very, very slowly. 1 could have done with it In three months after my defection from the conjugal dictatorship of Ferdinand and Imelda Marcos on February 20.1975. Instead, I found myself availing of every excuse to slow it down. A close associate, Marcelino P. Sarmiento, even warned me, "Baka mapanis 'yan." (Your book could become stale.)While I availed of almost any excuse not to finish the manuscript of this volume, I felt the tangible voices of a muted people back home in the Philippines beckoning to me from across the vast Pacific Ocean. In whichever way I turned, I was confronted by the distraught images of the Filipino multitudes cryingout to me to finish this work, lest the frailty of human memory -- or any incident a la Nalundasan - consign to oblivion the matters I had in mind to form the vital parts of this book. It was as if the Filipino multitudes and history itself were surging in an endless wave presenting a compelling demand on me toSan Francisco, California perpetuate the personal knowledge I have gained on the infamous machinations of Ferdinand E. Marcos and his overly ambitious wife, Imelda, that led to a day of infamy in my country, that Black Friday on September 22, 1972, when martial law was declared as a means to establish history's first conjugal dictatorship. The sense of urgency in finishing this work was also goaded by the thought that Marcos does not have eternal life and that the Filipino people are of unimaginable forgiving posture. I thought that, if I did not perpetuate this work for posterity, Marcos might unduly benefit from a Laurelian statement that, when a man dies, the virtues of his past are magnified and his faults are reduced to molehills. This is a book for which so much has been offered and done by Marcos and his minions so that it would never see the light of print. Now that it is off the press. I entertain greater fear that so much more will be done to prevent its circulation, not only in the Philippines but also in the United States.But this work now belongs to history. Let it speak for itself in the context of developments within the coming months or years. Although it finds great relevance in the present life of the present life of the Filipinos and of Americans interested in the study of subversion of democratic governments by apparently legal means, this work seeks to find its proper niche in history which mustinevitably render its judgment on the seizure of government power from the people by a lame duck Philippine President.If I had finished this work immediately after my defection from the totalitarian regime of Ferdinand and Imelda, or after the vicious campaign of the dictatorship to vilify me in July-August. 1975, then I could have done so only in anger. Anger did influence my production of certain portions of the manu-script. However, as I put the finishing touches to my work, I found myself expurgating it of the personal venom, the virulence and intemperate language of my original draft.Some of the materials that went into this work had been of public knowledge in the Philippines. If I had used them, it was with the intention of utilizing them as links to heretofore unrevealed facets of the various ruses that Marcos employed to establish his dictatorship.Now, I have kept faith with the Filipino people. I have kept my rendezvous with history. I have, with this work, discharged my obligation to myself, my profession of journalism, my family and my country.I had one other compelling reason for coming out with this work at the great risks of being uprooted from my beloved country, of forced separation from my wife and children and losing their affection, and of losing everything I have in my name in the Philippines - or losing life itself. It is that I wanted to makea public expiation for the little influence that I had . . . .(more inside)




Leaving Little Havana


Book Description

"Revolution uprooted six-year-old Cecilia from her comfortable middle-class Cuban home and dropped her into the low-income neighborhood of Miami's Little Havana. Her philandering father focused on rebuilding his career, chasing the American promise of wealth and freedom from the past. Her mother spiraled into madness trying to hold the family together and get him back. Neglected and trapped, Cecilia rebelled against her conservative culture and embraced the 1960s counter-culture - seeking love, attention and a place of her own in America. But immigrant children either thrive or self-destruct in a new land. How will Cecilia beat the odds? While most memoirs by Cuban-Americans revolve around childhood scenes in Cuba and explore the experiences of a young man, Leaving Little Havana is the first refugee memoir to focus on a Cuban girl growing up in America, rising above the obstacles and clearing a path to her dream." -- Publisher's description.




Hume's Fork


Book Description

Barely adequate philosophy professor Legare Hume has a mind-body problem. No matter how far he goes, no matter how hard he thinks, he can't escape the world he lives in. On the run from his wife Tally, Legare joins brilliant but exceptionally awkward colleague Saul Grossman to attend the American Philosophical Association's Charleston, South Carolina conference, where worlds and walks of life collide in a strange and satirical amalgamation that can only be described as reality. Legare's mission is simple enough: put up with the conference, read a paper he never thought anyone would want to hear, receive the tenure he isn't sure he wants, and return, or not, to the wife who nearly killed him before he left. But his plans are hijacked by a botched hotel reservation and the all-too-convenient presence of the Southern family Legare has worked very hard all his adult life to avoid. Hume's Fork is a brilliantly satirical and philosophical novel, every bit as funny as it is intelligenta true original. Legare's conflictHume's fork, if you will becomes the reader's, for all worlds are one, and nothing can truly be separate from everything else.




Spirited Performance


Book Description

In the heart of Asia, straddling the western Tien Shan mountain range, lies the former Soviet republic Kyrgyzstan. The country prides itself in an age old oral epic tradition that recounts the mighty deeds of the hero Manas. When explorers first encountered Manas performers in the late nineteenth century, they hailed their art as a true representation of the heroic age, and compared it to masterpieces such as the Kalevala and the Iliad. Today there are still many excellent performers who can keep their audiences spellbound. They are believed to draw their inspiration from the spirit of Manas himself. This book portrays the meaning of this huge work of art in Kyrgyz society. Based on extended periods of anthropological fieldwork between 1996 and 2000, it explores the calling of its performers, describes the transformations of the oral tradition in printed media and other forms of art, and examines its use as a key symbol for identity politics. It deals extensively with the impact of the Soviet period, during which Kyrgyzstan became an autonomous republic for the first time in history. The tremendous changes initiated during these years had far-reaching consequences for the transmission and reception of the Manas epic. The specific Soviet approach to ethnicity was also elementary in the decisions to assign the Manas epic the role of national symbol after 1991, when Kyrzygstan was thrown into the turnoil of a post-socialist existence.







Letter Perfect


Book Description

Letters are tangible language. Joining together in endless combinations to actually show speech, letters convey our messages and tell our stories. While we encounter these tiny shapes hundreds of times a day, we take for granted the long, fascinating history behind one of the most fundamental of human inventions -- the alphabet. The heart of the book is the 26 fact-filled “biographies” of letters A through Z, each one identifying the letter’s particular significance for modern readers, tracing its development from ancient forms, and discussing its noteworthy role in literature and other media. We learn, for example, why the letter X has a sinister and sexual aura, how B came to signify second best, why the word “mother” in many languages starts with M, and what is the story of O. Packed with information and lavishly illustrated, Letter Perfect is not only accessible and entertaining, but essential to the appreciation of our own language.




Speak Truth to Power


Book Description

Contains primary source material.