Over sixty men were murdered, including the leader of the Winter Hill Gang, James "Buddy" McLean. The leadership of one of the most influential non-Italian crime organizations in the United States was inherited by his childhood friend, Howard T. "Howie" Winter. In CITIZEN SOMERVILLE the events during his tenure offer a true picture of an era in Boston's pre-Whitey Bulger history when the streets were protected by a close-knit group of Irish-Italian "businessmen." The son of one of Winter's closest friends, BOBBY MARTINI has laid his own history bare to depict a life of survival in the rough streets of Somerville, stopping just short of entering the Mob life. The death of Martini's two brothers as well as the murders and suicides of scores of others reveal the darker personal side of a small New England town. CITIZEN SOMERVILLE slices a layer deeper than a crime memoir by allowing a usually ostracized faction to speak - the women. After decades of silence, three strong and very different females lift the Mob veil and voice their own struggle to survive in Somerville's criminal circle. Often painfully poignant and yet frequently hilarious, CITIZEN SOMERVILLE is a microscopic view of a generation struggling to walk the moral tightrope between societal decency and the loyalty of criminality.

    The framework of probabilistic graphical models, presented in this book, provides a general approach for this task. The approach is model-based, allowing interpretable models to be constructed and then manipulated by reasoning algorithms. These models can also be learned automatically from data, allowing the approach to be used in cases where manually constructing a model is difficult or even impossible. Because uncertainty is an inescapable aspect of most real-world applications, the book focuses on probabilistic models, which make the uncertainty explicit and provide models that are more faithful to reality.Probabilistic Graphical Models discusses a variety of models, spanning Bayesian networks, undirected Markov networks, discrete and continuous models, and extensions to deal with dynamical systems and relational data. For each class of models, the text describes the three fundamental cornerstones: representation, inference, and learning, presenting both basic concepts and advanced techniques. Finally, the book considers the use of the proposed framework for causal reasoning and decision making under uncertainty. The main text in each chapter provides the detailed technical development of the key ideas. Most chapters also include boxes with additional material: skill boxes, which describe techniques; case study boxes, which discuss empirical cases related to the approach described in the text, including applications in computer vision, robotics, natural language understanding, and computational biology; and concept boxes, which present significant concepts drawn from the material in the chapter. Instructors (and readers) can group chapters in various combinations, from core topics to more technically advanced material, to suit their particular needs.

    James Achilles Kirkpatrick was the British Resident at the court of the Nizam of Hyderabad when in 1798 he glimpsed Kahir un-Nissa—'Most excellent among Women'—the great-niece of the Nizam's Prime Minister and a descendant of the Prophet. Kirkpatrick had gone out to India as an ambitious soldier in the army of the East India Company, eager to make his name in the conquest and subjection of the subcontinent. Instead, he fell in love with Khair and overcame many obstacles to marry her—not least of which was the fact that she was locked away in purdah and engaged to a local nobleman. Eventually, while remaining Resident, Kirkpatrick converted to Islam, and according to Indian sources even became a double-agent working for the Hyderabadis against the East India Company.It is a remarkable story, involving secret assignations, court intrigue, harem politics, religious and family disputes. But such things were not unknown; from the early sixteenth century, when the Inquisition banned the Portuguese in Goa from wearing the dhoti, to the eve of the Indian mutiny, the 'white Mughals' who wore local dress and adopted Indian ways were a source of embarrassments to successive colonial administrations. William Dalrymple unearths such colourful figures as 'Hindoo Stuart', who travelled with his own team of Brahmins to maintain his temple of idols, and who spent many years trying to persuade the memsahibs of Calcutta to adopt the sari; and Sir David Ochterlony, Kirkpatrick's counterpart in Delhi, who took all thirteen of his wives out for evening promenades, each on the back of their own elephant.In White Mughals, William Dalrymple discovers a world almost entirely unexplored by history, and places at its centre a compelling tale of love, seduction and betrayal. It possesses all the sweep and resonance of a great nineteenth-century novel, set against a background of shifting alliances and the manoeuvring of the great powers, the mercantile ambitions of the British and the imperial dreams of Napoleon. White Mughals, the product of five years' writing and research, triumphantly confirms Dalrymple's reputation as one of the finest writers at work today.

    This book tells gripping stories of death-defying operations and daring surgical strikes, the intense training soldiers have to undergo to become battle-fit, what life is really like on the LoC and the lives of the young men who made the ultimate sacrifice for their country. Page-turning, thrilling and heart-breaking, you will see the Indian Army and our soldiers close up, like you have never seen them before.

    As time passed, railways were built and newspapers appeared, isolated villages like vilakkudi were exposed to social and cultural change. It is this transition that the author, Ranganathans great -great-great grandson, tries to trace through the story of his family.

    In fact, AI will dramatically change our entire society.You might have heard that many jobs will be replaced by automation and robots, but did you also know that at the same time a huge number of new jobs will be created by AI?This book covers many fascinating and timely topics related to artificial intelligence, including: self-driving cars, robots, chatbots, and how AI will impact the job market, business processes, and entire industries, just to name a few.This book is divided into ten chapters:Chapter I: Introduction to Artificial IntelligenceChapter II: How Artificial Intelligence Is Changing Many IndustriesChapter III: How Artificial Intelligence Is Changing Business ProcessesChapter IV: Chatbots and How They Will Change CommunicationChapter V: How Artificial Intelligence Is Changing the Job MarketChapter VI: Self-Driving Cars and How They Will Change Traffic as We Know ItChapter VII: Robots and How They Will Change Our LivesChapter VIII: Artificial Intelligence Activities of Big Technology CompaniesChapter IX: Frequently Asked Questions About Artificial Intelligence Part IChapter X: Frequently Asked Questions About Artificial Intelligence Part IITo enhance your learning experience and help make the concepts easier to understand, there are more than 85 visual presentations included throughout the book.You will learn the answers to 101 questions about artificial intelligence, and also have access to a large number of resources, ideas and tips that will help you to understand how artificial intelligence will change our lives.Who is this book for?Managers and business professionalsMarketers and influencersEntrepreneurs and startupsConsultants and coachesEducators and teachersStudents and life-long learnersAnd everyone else who is interested in our future.Are you ready to discover how artificial intelligence will impact your life This guidebook offers a multitude of tools, techniques and strategies that every business and individual can quickly apply and benefit from.

    The political and socio-economic developments that have influenced the growth of modern India have been dealt with in independent chapters.

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    Be it his trademark moustache, stories of his daring escapades or his ruthless massacre of officers, Veerappan continues to fascinate, even thirteen years after his death. Veerappan: Chasing the Brigand is a lucid and incisive account of the rise and fall of India’s most dreaded forest brigand. Chronicled by K. Vijay Kumar, IPS, the man who spearheaded the Tamil Nadu Special Task Force (STF) that planned and executed the dreaded bandit’s encounter, the book relives the various incidents that shaped Veerappan’s life – from his birth in Gopinatham in 1952 to his death in 2004 in a shootout in Padi. It traces his dramatic rise from a small-time poacher and sandalwood smuggler to a brutal fugitive who held three states to ransom for two decades. The ruthless killings and high-profile kidnappings masterminded by Veerappan, including the 108-day ordeal involving Kannada cinema superstar, Dr Rajkumar, are described in fascinating detail. Veerappan: Chasing the Brigand is the most authentic account of the life and times of the dreaded outlaw.

    Deep Halder is one of them.' - Amitava Kumar In 1978, around 1.5 lakh Hindu refugees, mostly belonging to the lower castes, settled in Marichjhapi an island in the Sundarbans, in West Bengal. By May 1979, the island was cleared of all refugees by Jyoti Basu's Left Front government. Most of the refugees were sent back to the central India camps they came from, but there were many deaths: of diseases, malnutrition resulting from an economic blockade, as well as from violence unleashed by the police on the orders of the government. Some of the refugees who survived Marichjhapi say the number of those who lost their lives could be as high as 10,000, while the-then government officials maintain that there were less than ten victims. How does an entire island population disappear? How does one unearth the truth and the details of one of the worst atrocities of post-Independent India? Journalist Deep Halder reconstructs the buried history of the 1979 massacres through his interviews with survivors, erstwhile reporters, government officials and activists with a rare combination of courage, conscientiousness and empathy.

    Pegged on the general elections that shaped today's India, Mandate: Will of the People tells the story of Indian politics in a gripping, page-turning style.Vir Sanghvi, the well-known journalist and TV anchor, draws on his personal experiences and memories as well as scores of interviews to piece together an incisive and candid account of what went on behind the scenes. Peppered with little-known details and insider information, this book tells the stories behind the story and brings alive the men and women behind the headlines.Mandate: Will of the People contains the real story of the declaration of the Emergency, the rise and fall of Sanjay Gandhi, the Punjab insurgencies, the assassination of Indira Gandhi and the bloody riots that followed her death. It tracks the emergence of Rajiv Gandhi and explains the Bofors scandal that contributed to his defeat.Many of the questions that linger over Indian politics are answered here: how did Narasimha Rao become Prime Minister? Why did he liberalise the economy? What was the Ram Mandir agitation really about? Why didn't Sonia Gandhi agree to be PM? And how did Manmohan Singh's weakness clear the way for Narendra Modi.If you have to read one book about Indian politics - then this is it.

    Aravamudan narrates the gripping story of the people who built India s space research programme and how they did it from the rocket engineers who laid the foundation to the savvy young engineers who keep Indian spaceships flying today. It is the tale of an Indian organisation that defied international bans and embargos, worked with laughably meagre resources, evolved its own technology and grew into a major space power. Today, ISRO creates, builds and launches gigantic rockets which carry the complex spacecraft that form the neural network not just of our own country but those of other countries too.This is a made-in-India story like no other.

    Ambassador Prabhu Dayal shares his recollections of that period and keeps you laughing throughout his account of the bumpy ride of Pakistan’s domestic politics and its relationship with India. He tells you how a Sahiwal cow was brought into the equation, and where an elephant comes in.He says, ‘The past, the present and the future are in one continuous motion. Whatever I witnessed in Pakistan during Zia’s rule extends its long shadow not only over the present times but will do so well into the future also’. He poses the ultimate question whether the two South Asian giants can live as friends, offering his own suggestions.

    His exploits and the people he worked with were truly remarkable. His spying missions saw him walk back and forth 24 times from Peshawar to Kabul eluding capture and certain death. He fooled the Germans so successfully that they gave him £ 2.5 million, in today’s money, and awarded him the Iron Cross. His British spymaster was Peter Fleming, the brother of Ian Fleming, creator of James Bond. Fleming, operating from the gardens of the Viceroy’s House in wartime Delhi, gave him the code name Silver. Talwar became a spy after he helped Subhas Chandra Bose escape India via Kabul. Bose was seeking help from Germany and Japan to free India and never discovered that Talwar was betraying him to the British. Talwar settled in UP after India won independence; he died of natural causes in 1983.Based on research in previously classified files of the Indian, British, Russian and other governments, The Indian Spy tells for the first time the full story of the most extraordinary agent of World War II.

    Thus CHACHA CHAUDHARY was born in 1971.Tall and robust SABU, who is an inhabitant of planet Jupiter, gave Chaudhary an ideal company. A combination of wisdom and strength was formed to tackle any difficult task. It is said that " Chacha Chaudhary's brain works faster than a computer". Though both fight the criminals and tricksters, each episode ends with a touch of humour. The duo perform in lighter vein. The CHAUDHARY family consists of his wife Bini, a fat sharp tongue woman, Sabu, Rocket - the dog and Dag- Dag, an old truck who is half human- half machine. Chacha Chaudhary is the most popular Indian comics. More than 10 million readers enjoy this series regularly in newspapers and comic books in ten languages. A T.V. serial based on the comics has crossed 500 episodes and still continue to be telecast on premier channel "Sahara ONE".