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Deep Learning (Adaptive Computation and Machine Learning series)

Deep Learning (Adaptive Computation and Machine Learning series)

₹2500 ₹4500
44% off

An introduction to a broad range of topics in deep learning, covering mathematical and conceptual background, deep learning techniques used in industry, and research perspectives.Deep learning is a form of machine learning that enables computers to learn from experience and understand the world in terms of a hierarchy of concepts. Because the computer gathers knowledge from experience, there is no need for a human computer operator to formally specify all the knowledge that the computer needs. The hierarchy of concepts allows the computer to learn complicated concepts by building them out of simpler ones; a graph of these hierarchies would be many layers deep. This book introduces a broad range of topics in deep learning.The text offers mathematical and conceptual background, covering relevant concepts in linear algebra, probability theory and information theory, numerical computation, and machine learning. It describes deep learning techniques used by practitioners in industry, including deep feedforward networks, regularization, optimization algorithms, convolutional networks, sequence modeling, and practical methodology; and it surveys such applications as natural language processing, speech recognition, computer vision, online recommendation systems, bioinformatics, and videogames. Finally, the book offers research perspectives, covering such theoretical topics as linear factor models, autoencoders, representation learning, structured probabilistic models, Monte Carlo methods, the partition function, approximate inference, and deep generative models.Deep Learning can be used by undergraduate or graduate students planning careers in either industry or research, and by software engineers who want to begin using deep learning in their products or platforms. A website offers supplementary material for both readers and instructors.

4 months ago
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Savarkar : Vikram Sampat

Savarkar : Vikram Sampat

₹400 ₹500
20% off

As the intellectual fountainhead of the ideology of Hindutva, which is in political ascendancy in India today, Vinayak Damodar Savarkar is undoubtedly one of the most contentious political thinkers and leaders of the twentieth century. Accounts of his eventful and stormy life have oscillated from eulogizing hagiographies to disparaging demonization. The truth, as always, lies somewhere in between and has unfortunately never been brought to light. Savarkar and his ideology stood as one of the strongest and most virulent opponents of Gandhi, his pacifist philosophy and the Indian National Congress.An alleged atheist and a staunch rationalist who opposed orthodox Hindu beliefs, encouraged inter-caste marriage and dining, and dismissed cow worship as mere superstition, Savarkar was, arguably, the most vocal political voice for the Hindu community through the entire course of India's freedom struggle. From the heady days of revolution and generating international support for the cause of India's freedom as a law student in London, Savarkar found himself arrested, unfairly tried for sedition, transported and incarcerated at the Cellular Jail, in the Andamans, for over a decade, where he underwent unimaginable torture.From being an optimistic advocate of Hindu-Muslim unity in his treatise on the 1857 War of Independence, what was it that transformed him in the Cellular Jail to a proponent of 'Hindutva', which viewed Muslims with suspicion?Drawing from a vast range of original archival documents across India and abroad, this biography in two parts-the first focusing on the years leading up to his incarceration and eventual release from the Kalapani-puts Savarkar, his life and philosophy in a new perspective and looks at the man with all his achievements and failings.

6 months ago
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Curfewed nights by Bhasarat Peer

Curfewed nights by Bhasarat Peer

₹250

Since the independence of India, Kashmir has been a major concern for not just India but also the world. The issue of Kashmir still is a crucial issue discussed across forums in the global arena and is one of the major hindrances in improving relationship with India’s neighbour and kin of one time. Much has been written about Kashmir and the separatist movement in Kashmir. But the beautifully scripted account of the brutality with which the separatist movement is carried on till date has no precedence. The book, Curfewed Nights, gives an honest, crude, and truthful account of what goes on in the paradise of India which is under the spell of the separatist movement.The author of the book, Basharat Peer, being a Kashmiri himself has related to each and every detail provided in the book from the first hand experiences gathered by him. Since independence of India, many Kashmiri youths have been mesmerised by the terrorism to the extent that they want to join the terrorist organisations even without thinking about their families or themselves. They have illusioned godfathers in the leaders of such terrorist outfits. In fact, the author was sent out of Kashmir by his family, just to keep him away from these painful romances with the militants.The book, Curfewed Night, has a lot of heart-rending accounts of how a mother watches her son who is forced to hold an exploding bomb or how a poet discovers his religion when his entire family is killed or how the politicians are tortured inside the refurbished torture chambers or how villages have been rigged with landmines which kills innocent civilians, and how temples have converted into army bunkers while ancient Sufi shrines have been decapitated in bomb blasts.

6 months ago
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