This book explores inductive inference using the minimum message length (MML) principle, a Bayesian method which is a realisation of Ockham's Razor based on information theory. Accompanied by a library of software, the book can assist an applications programmer, student or researcher in the fields of data analysis and machine learning to write computer programs based upon this principle.MML inference has been around for 50 years and yet only one highly technical book has been writt...

What if going bonkers is exactly what saves you?When Allison Pazuk was diagnosed with cancer, her world didn't just shift-it exploded into a thousand questions, contradictions, and confusing medical jargon. Going Bonkers with Cancer is her no-holds-barred, laugh-through-the-tears survival guide for anyone facing the madness of a cancer diagnosis.With disarming honesty, a rebel spirit, and a deeply compassionate heart, Allison invites readers into t...

When it comes to health, there is one criminally overlooked element: sleep. Good sleep helps you shed fat for good, stave off disease, stay productive, and improve virtually every function of your mind and body. That’s what Shawn Stevenson learned when a degenerative bone disease crushed his dream of becoming a professional athlete. Like many of us, he gave up on his health and his body, until he decided there must be a better way. Through better sleep and optimized nutrition, Stevenson no...

Math for Deep Learning provides the essential math you need to understand deep learning discussions, explore more complex implementations, and better use the deep learning toolkits.With Math for Deep Learning, you'll learn the essential mathematics used by and as a background for deep learning.You’ll work through Python examples to learn key deep learning related topics in probability, statistics, linear algebra, differential calculus, and...

The founder and CEO of Onnit, the mega lifestyle brand and one of the fastest growing companies in the country, teaches us how one single day of positive choices leads to a lifetime of concrete strategies for better living, optimal performance, and a stronger mind, body, and spirit.Human optimization thought leader Aubrey Marcus’s personal and professional mission rests on a single question: How can we get the most out of our body and mind on a daily basis?Marcus answers th...

Build strong foundation for entering the world of Machine Learning and data science with the help of this comprehensive guideKey Features\[\*\] Get started in the field of Machine Learning with the help of this solid, concept-rich, yet highly practical guide.\[\*\] Your one-stop solution for everything that matters in mastering the whats and whys of Machine Learning algorithms and their implementation.\[\*\] Get a solid foundation for your entr...

We're in the midst of an AI research explosion. Deep learning has unlocked superhuman perception to power our push toward creating self-driving vehicles, defeating human experts at a variety of difficult games including Go, and even generating essays with shockingly coherent prose. But deciphering these breakthroughs often takes a PhD in machine learning and mathematics.The updated second edition of this book describes the intuition behind these innovations without jargon or comple...

A much-needed program to prevent and reverse disease, and discover a path to sustainable, long-term health from an acclaimed international doctor and star of the BBC program Doctor in the House.How to Make Disease Disappear is Dr. Rangan Chatterjee's revolutionary, yet simple guide to better health—a much-needed, accessible plan that will help you take back control of your health and your life.A physician dedicated to finding the root cause of ill health r...

This open access book provides a comprehensive treatment of recent developments in kernel-based identification that are of interest to anyone engaged in learning dynamic systems from data. The reader is led step by step into understanding of a novel paradigm that leverages the power of machine learning without losing sight of the system-theoretical principles of black-box identification. The authors’ reformulation of the identification problem in the light of regularization theory not only...

#1 NATIONAL BESTSELLER • INSTANT NEW YORK TIMES BESTSELLER • For her entire adult life, Oprah Winfrey has struggled with her weight. She never thought in her lifetime, medicines would provide hope, health, and healing for people like her. But as her conversations with Dr. Ania Jastreboff from the Yale School of Medicine reveal, we’ve learned that having obesity is not a choice. It’s not a question of willpower.Obesity is a disease.It’s a question o...

A comprehensive guide to getting well-versed with the mathematical techniques for building modern deep learning architecturesKey FeaturesUnderstand linear algebra, calculus, gradient algorithms, and other concepts essential for training deep neural networksLearn the mathematical concepts needed to understand how deep learning models functionUse deep learning for solving problems related to vision, image, text, and sequence applications

Explore an array of natural cures that can help prevent and alleviate common health issues, including supporting your immune system, optimizing heart health, balancing your hormones, and enhancing digestive health.Over the Counter Natural Cures demystifies the world of holistic medicine and natural remedies, offering clear, scientifically supported information about the effectiveness of commonly found herbs and supplements. You'll discover how to source hi...