We are living in an age where data comes in abundance, and thanks to the self-learning algorithms from the field of machine learning, we can turn this data into knowledge. Automated speech recognition on our smart phones, web search engines, e-mail spam filters, the recommendation systems of our favorite movie streaming services – machine learning makes it all possible.Thanks to the many powerful open-source libraries that have been developed in recent years, machine learning is now right at our fingertips. Python provides the perfect environment to build machine learning systems productively.This book will teach you the fundamentals of machine learning and how to utilize these in real-world applications using Python. Step-by-step, you will expand your skill set with the best practices for transforming raw data into useful information, developing learning algorithms efficiently, and evaluating results.You will discover the different problem categories that machine learning can solve and explore how to classify objects, predict continuous outcomes with regression analysis, and find hidden structures in data via clustering. You will build your own machine learning system for sentiment analysis and finally, learn how to embed your model into a web app to share with the world

    Significant pedagogical advances have been made while preserving the integrity of Dr. Ganong's work....They have done an excellent job of updating this classic, and the tradition continues. So many students in the future will be able to use this book to enhance their knowledge."--"Doody's Review Service"For more than four decades, "Ganong's Review of Medical Physiology" has been the leader in helping medical students and clinicians understand the fascinating subject of human and mammalian physiology. Concisely covering every important topic without sacrificing depth or readability, "Ganong's" delivers more detailed, clinically-relevant, high-yield information per page than any similar text or review.Thoroughly updated to reflect the latest research and developments in important areas such as the cellular basis of neurophysiology, "Ganong's Review of Medical Physiology" incorporates examples from clinical medicine throughout the chapters to illustrate important physiologic concepts. Whether you're a student who needs an outstanding review for the USMLE or a physician who wants to keep pace with the ever-changing field of medical physiology, there's no better place to turn than "Ganong's Review of Medical Physiology."Here's why this is the best edition of "Ganong's" ever: NEW full-color illustrations -- the authors have worked with an outstanding team of medical illustrators, photographers, educators, and students to give you an unmatched collection of illustrations and tables NEW boxed clinical cases -- featuring examples of diseases that illustrate important physiological principles NEW high-yield end-of-chapter board review questions iPod-compatible review - questions and illustrations from each chapter test your comprehension of the material Companion online learning center includes cases, illustrations, and board review questions (www.LangeTextbooks.com)

    As the lead singer of a punk rock band and a competitive triathlete, his tattoo-covered biceps don’t exactly scream “plant eater.” But it’s that very misconception he rallies against in his provocative book, Meat Is for Pussies.According to Joseph, eating animals—whether in the form of steak, burgers, wings, or ribs—is for the weak. Contrary to popularly accepted wisdom, eating animal protein doesn’t make you stronger, tougher, or manlier—it makes you sicker, heavier, slower, and more prone to life-threatening disease. In essence: it makes you a pussy.In Meat Is for Pussies, Joseph shares his shocking and compelling story of evolving from a life of violence and hard-knock living to a man who chooses not to participate in the cycle of violence by eating animals. He also dispels the common myths surrounding meat, while sharing the latest information on the nutritional benefits of a plant-based diet and the dangers of eating meat and processed foods. In addition, Joseph offers practical guidance about such everyday issues as meal planning, recipes, and working out.There is a substantial category of vegan literature out there, but no one has written a book like this. By turns explosive, controversial, moving, and laugh-out-loud funny, and illustrated with eight pages of black-and-white photos, Meat Is for Pussies is a plant-based manifesto.

    It covers the basic steps needed to create a vSphere HA and vSphere DRS cluster and to implement vSphere Storage DRS. Even more important, it explains the concepts and mechanisms behind HA, DRS and Storage DRS which will enable you to make well educated decisions. This book will take you in to the trenches of HA, DRS and Storage DRS and will give you the tools to understand and implement e.g. HA admission control policies, DRS resource pools, Datastore Clusters and resource allocation settings. On top of that each section contains basic design principles that can be used for designing, implementing or improving VMware infrastructures and fundamental supporting features like (Storage) vMotion, Storage I/O Control and much more are described in detail for the very first time. This book is also the ultimate guide to be prepared for any HA, DRS or Storage DRS related question or case study that might be presented during VMware VCDX, VCP and or VCAP exams.Coverage includes: HA node types HA isolation detection and response HA admission control VM Monitoring HA and DRS integration DRS imbalance algorithm Resource Pools Impact of reservations and limits CPU Resource Scheduling Memory Scheduler DPM Datastore Clusters Storage DRS algorithm Influencing SDRS recommendationsBe prepared to dive deep!

    

    But as one of the only high-profile chefs today guided by the understanding that the food we eat has a deep impact on our health, Seamus Mullen has rewritten the old rule that healthy can't be delicious. Seamus's powerful transformation came out of his own health crisis--after a near-death experience brought on by autoimmune disease he'd struggled with for years, he radically changed the way he cooked, both at his restaurants and at home. As a result, the biomarkers of disease disappeared and the constant trips to the ER he experienced while he was sick have come to an end.But what Seamus has been surprised to discover is that this new way of eating--dishes starring real, whole foods such as vegetables and fruits, meats used as garnishes, whole grains, fermented foods, and no refined sugar or gluten--has not only controlled his disease but has also made his body feel younger, stronger, and more energized every day. It is his mission to share his brand of cooking with readers everywhere to inspire them to shift their diets and truly redefine what "healthy eating" can and should be.A powerful manifesto with Seamus's moving journey at its heart, Real Food Heals is packed with 125 easy-to-prepare, Paleo-inspired, and nourishing recipes packed with delicious whole food ingredients, including Kefir Scrambled Eggs with Grated Garlic; Nori Rolls with Olive Oil, Tuna, Avocado, and Sprouts; and Fig Almond Cacao Nib bars. Complete with a 21-day jump-start meal plan, this unique cookbook will help everyone prepare healthy, irresistible food with big flavors every day and put them on the path to total wellness.

    With this book, discover how to get the best sound for your money, how to identify the weak links in your system and upgrade where it will do the most good, how to set up and tweak your system for maximum performance, and how to become a more perceptive and appreciative listener. Just a few of the secrets you will learn cover high-end sound on a budget, how to do it cheap and still do it right; five system set-up mistakes and how to avoid them; how to make your speakers sound up to 50% better, at no cost; how to choose and set up a computer-based music system; how to find the one speaker in 50 worth owning; and why all 100-watt amplifiers don't sound the same. Since the first edition's publication in 1994, The Complete Guide to High-End Audio has been considered the essential reference on high-quality music reproduction, with more than 150,000 copies sold in five languages.

    Turing’s openness about his homosexuality at a time when it was an imprisonable offense ultimately led to his untimely lo death at the age of only forty-one. In Alan Turing: Unlocking the Enigma, David Boyle reveals the mysteries behind the man and his remarkable career. Aged just 22, Turing was elected a fellow at King's College, Cambridge on the strength of a dissertation in which he proved the central limit theorem. By the age of 33, he had been awarded the OBE by King George VI for his wartime services: Turing was instrumental in cracking the Nazi Enigma machines at the top secret code breaking establishment at Bletchley Park during the Second World War.But his achievements were to be tragically overshadowed by the paranoia of the post-War years. Hounded for his supposedly subversive views and for his sexuality, Turing was prosecuted in 1952, and forced to accept the humiliation of hormone treatment to avoid a prison sentence. Just two years later, at the age of 41 he was dead. The verdict: cyanide poisoning.Was Turing’s death accidental as his mother always claimed? Or did persistent persecution drive him to take him own life?Alan Turing: Unlocking the Enigma seeks to find the man behind the science, illuminating the life of a person who is still a shadowy presence behind his brilliant achievements.

    Covering various the materials needed by students in engineering, science, and mathematics, this calculus text makes effective use of computing technology, graphics, and applications. It presents at least two technology projects in each chapter.

    Don't be so sure, says John Gribbin, one of today's best popular science writers. In this fascinating and intriguing new book, Gribbin argues that the very existence of intelligent life anywhere in the cosmos is, from an astrophysicist's point of view, a miracle. So why is there life on Earth and (seemingly) nowhere else? What happened to make this planet special? Taking us back some 600 million years, Gribbin lets you experience the series of unique cosmic events that were responsible for our unique form of life within the Milky Way Galaxy. Written by one of our foremost popular science writers, author of the bestselling In Search of Schrödinger's Cat Offers a bold answer to the eternal question, "Are we alone in the universe?" Explores how the impact of a "supercomet" with Venus 600 million years ago created our moon, and along with it, the perfect conditions for life on Earth From one of our most talented science writers, this book is a daring, fascinating exploration into the dawning of the universe, cosmic collisions and their consequences, and the uniqueness of life on Earth.

    

    Cohen show us that the antidote to our ever-growing rates of obesity and chronic diseases, such as heart disease and diabetes, lies not in our medical care system or in more health education but rather in how our environment affects our behavior.

    Coverage Includes: Shows administrators how to use VMware to realize significant savings in hardware costs while still providing adequate "servers" for their users Demonstrates how to partition a physical server into several virtual machines, reducing the overall server footprint within the operations center Explains how VMware subsumes a network to centralize and simplify its management, thus alleviating the effects of "virtual server sprawl" Now that virtualization is a key cost-saving strategy, Mastering VMware vSphere 4 is the strategic guide you need to maximize the opportunities.

    It includes a list of important people and important terms, and overall book summary, a chapter by chapter book summary as well as a supplemental essay.

    Two ends of the same spectrum. And sometimes the only person standing between is a tired, overworked resident with personal problems of her own.Welcome to the world of Catching Babies. In the halls of a busy metropolitan teaching hospital, a group of OB/GYN doctors complete their residencies and embark on ambitious careers, all while trying to hold their lives together at the seams. Jay is running from a life he’s tried to leave behind, while Katie sacrifices everything she has to serve an endless parade of needy patients. Anna is out trying to save the world, while Tracy is trying to save twins dying in utero. Based on true stories from delivery rooms and labor decks, Catching Babies spins the doctors’ stories into a gripping mosaic of the obsessions, the anxieties, and the heroism of doctors who have chosen to preside over life’s greatest medical drama—high-risk childbirth.