Deep Learning
"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 the knowledge that the computer needs. The hierarchy of concepts allows the computer to learn complicated concepts by building them out of simpler
Digital Minimalism
A New York Times, Wall Street Journal, Publishers Weekly, and USA Today bestseller "Newport is making a bid to be the Marie Kondo of technology: someone with an actual plan for helping you realize the digital pursuits that do, and don't, bring value to your life."--Ezra Klein, Vox Minimalism is the art of knowing how much is just enough. Digital minimalism applies this idea to our personal technology. It's the key to living a focused life in an increasingly noisy world. In this timely and enlightening book, the bestselling author of Deep Work introduces a philosophy for technology use that has
An Introduction To Statistical Learning
An Introduction to Statistical Learning provides an accessible overview of the field of statistical learning, an essential toolset for making sense of the vast and complex data sets that have emerged in fields ranging from biology to finance to marketing to astrophysics in the past twenty years. This book presents some of the most important modeling and prediction techniques, along with relevant applications. Topics include linear regression, classification, resampling methods, shrinkage approaches, tree-based methods, support vector machines, clustering, and more. Color graphics and real-worl
Tech Generation
Parents often worry about raising kids in a tech-saturated world - the threats of cyberbullying, video game violence, pornography, and sexting may seem inescapable. And while these dangers exist, there is a much more common and subtle way that technology can cause harm: by eroding our attention spans. Focused attention is fundamental to maintaining quality relationships, but our constant interaction with screens and social media is shortening our attention spans - which takes a toll on our personal connections with friends and family and our ability to form real relationships. Tech Generation:
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