Written by some of the most important figures in AI research, this book is indispensable for anyone trying to understand what AI is all about. Despite written by true experts, it is a surprisingly understandable and lucid guide to the subject - accessible to anyone with rudimentary understanding of machine learning at the high school level.
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.
“Written by three experts in the field, Deep Learning is the only comprehensive book on the subject.” —Elon Musk, cochair of OpenAI; cofounder and CEO of Tesla and SpaceX
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…
Written by a MacArthur "genius", it reveals the human side of scientific research and some life practicalities that have to be solved before we can literally reach for the stars.
Winner of the Los Angeles Times Book Prize for Science and Technology in 2020
'A stunningly original memoir ... her most human tale of love, loss and redemption is illuminated and given meaning by this backdrop. A beautiful and compelling read' Abraham Verghese, author of Cutting for Stone
In The Smallest Lights in the Universe, MIT astrophysicist Sara Seager interweaves the story of her search for meaning and solace after losing her first husband to cancer, her unflagging search for an Earth-like exoplanet and her unexpected discovery of new love.
Over the last half century, a quiet revolution has taken place. In a series of breathtaking discoveries, biochemist Thomas Cech and a diverse cast of brilliant scientists have revealed RNA at the centre of biology's greatest mysteries, from how life began to what makes us human to why we age. At last, The Catalyst pulls back the curtain to show how RNA-long sidelined as the passive servant of DNA-defines life from its very origins to our future in the twenty-first century. Recounting his own paradigm-shifting discovery that RNA can catalyse biochemical reactions, as well as his work on the "fountain…
Ernie’s timely update to his classic Quantitative Trading is extraordinary in that, despite the modernization of the content, all the fundamentals remain unchanged and have clearly stood the test of time since the first edition. If you want to be a competitive swimmer, you need to learn the fundamentals of swimming first. Trading is no different; Ernie makes the fundamentals as simple as possible, but no simpler (as Einstein would say) and strikes the perfect balance between intuition and technical depth. Those specifically interested in trading, and anyone generically interested in understanding how modern financial markets work, will benefit from reading the Second Edition of Quantitative Trading.
