This book presents deep learning techniques, concepts, and algorithms to classify and analyze big data. Further, it offers an introductory level understanding of the new programming languages and tools used to analyze big data in real-time, such as Hadoop, SPARK, and GRAPHX. Big data analytics using traditional techniques face various challenges, such as fast, accurate and efficient processing of big data in real-time. In addition, the Internet of Things is progressively increasing in various fields, like smart cities, smart homes, and e-health. As the enormous number of connected devices generate huge amounts of data every day, we need sophisticated algorithms to deal, organize, and classify this data in less processing time and space. Similarly, existing techniques and algorithms for deep learning in big data field have several advantages thanks to the two main branches of the deep learning, i.e. convolution and deep belief networks. This book offers insights into these techniques and applications based on these two types of deep learning. Further, it helps students, researchers, and newcomers understand big data analytics based on deep learning approaches. It also discusses various machine learning techniques in concatenation with the deep learning paradigm to support high-end data processing, data classifications, and real-time data processing issues. The classification and presentation are kept quite simple to help the readers and students grasp the basics concepts of various deep learning paradigms and frameworks. It mainly focuses on theory rather than the mathematical background of the deep learning concepts. The book consists of 5 chapters, beginning with an introductory explanation of big data and deep learning techniques, followed by integration of big data and deep learning techniques and lastly the future directions.
This book introduces readers to the fundamental concepts of deep learning and offers practical insights into how this learning paradigm supports automatic mechanisms of structural knowledge representation. It discusses a number of multilayer architectures giving rise to tangible and functionally meaningful pieces of knowledge, and shows how the structural developments have become essential to the successful delivery of competitive practical solutions to real-world problems. The book also demonstrates how the architectural developments, which arise in the setting of deep learning, support detailed learning and refinements to the system design. Featuring detailed descriptions of the current trends in the design and analysis of deep learning topologies, the book offers practical guidelines and presents competitive solutions to various areas of language modeling, graph representation, and forecasting.
The book presents a comprehensive treatment of unemployment and economic problems in Jammu & Kashmir. Kashmir, being a conflict-ridden zone, has far less opportunities for employment than rest of the other states. With an underdeveloped industrial sector and the inability of government to create enough jobs, there seems to be no immediate solution. Lack of avenues to engage the youth in meaningful ways result in making miscreants out of many of them. Young populations across the world are generally seen as drivers of socio-economic growth, but in Kashmir, the youth bulge is a problem. Unemployed youths destabilize the economy by being used to create mayhem by the anti-social elements in the region. Underdevelopment and unemployment in Jammu & Kashmir is the manifestation of a mismatch between physical and human resources. This exists when a large segment of the working age population does not possess the appropriate skills and knowledge to be gainfully employed. In addition, lackadaisical and imprudent policies pursued by subsequent governments are the major challenge. A radical shift in its policies, especially in the education sector, is an absolute prerequisite for the birth of a capable workforce. The remedy lies in revamping the education sector by crafting appropriate policies for suitable skills in line with the socio-economic requirements of the society. The book argues the government must think about a long-term plan for unemployed youth and devise a policy to channel the youth bulge constructively.
This book provides an overview of metal casting technologies starting from its historical evolution to casting design strategies that are being followed today in foundries and other metal casting industries. The details of most of the casting processes and their applications are also included for completeness. Foundry practices such as mold materials and molding techniques, pattern making and cores, furnaces, pouring, cleaning and heat treatment etc. are discussed in detail. Finally, current practices in casting design are demonstrated. Further developments in the field through computational methods and virtual reality are also described.
Researched with the assistance of US and Indian intelligence agents, war correspondents and the crime veteran S. Hussain Zaidi, The Bard of Blood takes you on a thrilling journey from the power corridors of RAW to the war-torn terrain of Balochistan. In Delhi, ex-RAW boss Lieutenant General Sadiq Sheikh is killed by a double agent. Sadiq’s killer is a man who knows too much and is part of a diabolical plot to create what might become the Third World War. In Mumbai, literature professor Kabir Anand is settling down into his new life, when a call from the PMO thrusts him back into the world he is trying hard to forget. A brilliant agent who served under Sadiq Sheikh, Kabir has been forced to leave RAW because of a disastrous mission in Balochistan in 2006 that was undertaken as part of the Indian secret service’s covert support of the Balochi rebels against the Pakistan government. Kabir must now revisit those ghosts, avenge his mentor and face his deadliest enemies—Mullah Omar and the ISI—while racing against time to save his country.
A Story Book, that is not written to tell a story! Rather it uses the story to convey important Islamic Concepts and Life Skills. Be ready for the Brainy Breaks MCQs Story Map Fun Facts to aid concept reinforcement. Islamic Concepts in this Story Book *Know your enemy *Tricks & Traps of Shaytaan *Protection from Shaytaan *Sacrifice *Circle of Life *Ongoing good & Ongoing bad To ensure authenticity, the story has been compiled using the most reliable sources of knowledge available: The Qur’an , Sahih Hadith Tafsir ibn Kathir , Qasaṣ al-'Anbiyā' , Al-Bidāyah wan nihāyah by Hafidh Ibn Kathīr. An accompanying Activity Book, packed with interactive games, activities and ideas to support Play Based Learning. Using this Activity Book not only makes story time more fun but also helps to support story recall, reinforcement and inferential comprehension. Special focus on the how the Qur’anic stories are applicable to our own lives and how we can gain guidance from them.Activity Book includes: * Defeating Shaytaan, * My Dua, * Beware Poster, * Story Sequencing, * Fresh VS Rotten, * Vocabulary * Snap and much more.
What does it mean to be an English-language fiction writer in a country that is perpetually on the brink of disaster? In this first-ever collection of interviews with Pakistani novelists writing in English, Mushtaq Bilal explores how fictions are informed by the authors' cultural identities. Is it possible, for instance, to write about Pakistan without self-censoring? How do writers contest and challenge Western stereotypes of the country? Do they even consciously do that? And what about challenging Pakistani stereotypes of the West?Providing fresh insights into some of the most important and politically engaged contemporary fiction to come out of the subcontinent, Writing Pakistan is essential reading for anyone interested in the art of storytelling, in books and in Pakistan itself - because to understand a nation, one needs to talk to those who are writing it.
The Scatter Here Is Too Great heralds a major new voice from Pakistan with a stunning debut—a novel told in a rich variety of distinctive voices that converge at a single horrific event: a bomb blast at a station in the heart of the city. Comrade Sukhansaz, an old communist poet, is harassed on a bus full of college students minutes before the blast. His son, a wealthy middle-aged businessman, yearns for his own estranged child. A young man, Sadeq, has a dead-end job snatching cars from people who have defaulted on their bank loans, while his girlfriend spins tales for her young brother to conceal her own heartbreak. An ambulance driver picking up the bodies after the blast has a shocking encounter with two strange-looking men whom nobody else seems to notice. And in the midst of it all, a solitary writer, tormented with grief for his dead father and his decimated city, struggles to find words. Elegantly weaving together a striking portrait of a city and its people, The Scatter Here Is Too Great is a love story written to Karachi—as vibrant and varied in its characters, passions, and idiosyncrasies as the city itself.
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