Download or read book Mathematics for Machine Learning written by Marc Peter Deisenroth and published by Cambridge University Press. This book was released on 2020-04-23 with total page 392 pages. Available in PDF, EPUB and Kindle. Book excerpt: The fundamental mathematical tools needed to understand machine learning include linear algebra, analytic geometry, matrix decompositions, vector calculus, optimization, probability and statistics. These topics are traditionally taught in disparate courses, making it hard for data science or computer science students, or professionals, to efficiently learn the mathematics. This self-contained textbook bridges the gap between mathematical and machine learning texts, introducing the mathematical concepts with a minimum of prerequisites. It uses these concepts to derive four central machine learning methods: linear regression, principal component analysis, Gaussian mixture models and support vector machines. For students and others with a mathematical background, these derivations provide a starting point to machine learning texts. For those learning the mathematics for the first time, the methods help build intuition and practical experience with applying mathematical concepts. Every chapter includes worked examples and exercises to test understanding. Programming tutorials are offered on the book's web site.

Download or read book How Tobacco Smoke Causes Disease written by United States. Public Health Service. Office of the Surgeon General and published by . This book was released on 2010 with total page 728 pages. Available in PDF, EPUB and Kindle. Book excerpt: This report considers the biological and behavioral mechanisms that may underlie the pathogenicity of tobacco smoke. Many Surgeon General's reports have considered research findings on mechanisms in assessing the biological plausibility of associations observed in epidemiologic studies. Mechanisms of disease are important because they may provide plausibility, which is one of the guideline criteria for assessing evidence on causation. This report specifically reviews the evidence on the potential mechanisms by which smoking causes diseases and considers whether a mechanism is likely to be operative in the production of human disease by tobacco smoke. This evidence is relevant to understanding how smoking causes disease, to identifying those who may be particularly susceptible, and to assessing the potential risks of tobacco products.

Download or read book The Fingerprint written by U. S. Department Justice and published by Createspace Independent Publishing Platform. This book was released on 2014-08-02 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: The idea of The Fingerprint Sourcebook originated during a meeting in April 2002. Individuals representing the fingerprint, academic, and scientific communities met in Chicago, Illinois, for a day and a half to discuss the state of fingerprint identification with a view toward the challenges raised by Daubert issues. The meeting was a joint project between the International Association for Identification (IAI) and West Virginia University (WVU). One recommendation that came out of that meeting was a suggestion to create a sourcebook for friction ridge examiners, that is, a single source of researched information regarding the subject. This sourcebook would provide educational, training, and research information for the international scientific community.

Download or read book Reign of Error written by Diane Ravitch and published by Vintage. This book was released on 2014-08-26 with total page 418 pages. Available in PDF, EPUB and Kindle. Book excerpt: From one of the foremost authorities on education in the United States, former U.S. assistant secretary of education, an incisive, comprehensive look at today’s American school system that argues against those who claim it is broken and beyond repair; an impassioned but reasoned call to stop the privatization movement that is draining students and funding from our public schools. In a chapter-by-chapter breakdown she puts forth a plan for what can be done to preserve and improve our public schools. She makes clear what is right about U.S. education, how policy makers are failing to address the root causes of educational failure, and how we can fix it.

Download or read book Food Packaging Technology written by Richard Coles and published by CRC Press. This book was released on 2003-08-15 with total page 370 pages. Available in PDF, EPUB and Kindle. Book excerpt: The protection and preservation of a product, the launch of new products or re-launch of existing products, perception of added-value to products or services, and cost reduction in the supply chain are all objectives of food packaging. Taking into consideration the requirements specific to different products, how can one package successfully meet all of these goals? Food Packaging Technology provides a contemporary overview of food processing and packaging technologies. Covering the wide range of issues you face when developing innovative food packaging, the book includes: Food packaging strategy, design, and development Food biodeterioation and methods of preservation Packaged product quality and shelf life Logistical packaging for food marketing systems Packaging materials and processes The battle rages over which type of container should be used for which application. It is therefore necessary to consider which materials, or combination of materials and processes will best serve the market and enhance brand value. Food Packaging Technology gives you the tools to determine which form of packaging will meet your business goals without compromising the safety of your product.

Download or read book Logos semantikos Historia y arquitectura de las lenguas written by and published by . This book was released on 1981 with total page 488 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book Nicomachean Ethics written by Aristotle and published by SDE Classics. This book was released on 2019-11-05 with total page 268 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book Logos Semantikos Geschichte und Architektur der Sprachen written by and published by . This book was released on 1981 with total page 488 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book Architecture written by DK and published by Penguin. This book was released on 2023-10-31 with total page 442 pages. Available in PDF, EPUB and Kindle. Book excerpt: From ancient dwellings to modern high-tech skyscrapers, discover everything there is to know about the history of architecture worldwide. Covering over 6,000 years of human history, Architecture charts the most important developments in building materials, technology, design, and the social changes that have shaped the architectural landscape. Explore every significant architectural period and style in depth through critical examples. Take a tour of some of the world’s most iconic buildings, beautifully illustrated with brilliant photography and specially commissioned CGI artworks. Dive deep into the pages of this inspiring architecture book to discover: - An innovative approach to the story of architecture using iconic examples. - Explores buildings throughout history and across the world. - A combination of creative photography and specially commissioned CGI artworks to analyze every significant architectural style. - Profiles of the latest developments in architectural practice, including “green” technology, such as living façades. - Published in association with the Smithsonian Institution in the US. - Optional 56-page reference section profiles key architects and contains profiles of additional important buildings. Find out why so many ancient Roman structures have withstood the test of time. Learn how the soaring ceilings of Gothic cathedrals are held up. And discover the architectural innovations that are helping to combat climate change. Architecture is the perfect book for anyone fascinated by the built world – its visual character and the factors that have formed it – and who wants to understand more.

Download or read book Layered Double Hydroxides written by Vicente Rives and published by Nova Publishers. This book was released on 2001 with total page 518 pages. Available in PDF, EPUB and Kindle. Book excerpt: Layered double hydroxides are one of the variety of names given to a family of layered materials first discovered in Sweden in 1842. These materials are interesting because their layer cations can be changed among a wide selection, and the interlayer anion can also be (nearly) freely chosen. Like cationic clays, they can be pillared and can exchange interlayer species -- thus increasing applications and making new routes to derivatives. The principle areas of application include catalyst support, anion scavengers, polymer stabilisers, and antacids. In the last several years, reviews and studies of LDHs have dealt with these uses. This book aims to update the current body of LDH knowledge from a wide array of views. The first section addresses the synthesis and physiochemical characterisation of these materials, and section two focuses on the applications of LDHs.

Download or read book Reducing Underage Drinking written by Institute of Medicine and published by National Academies Press. This book was released on 2004-03-26 with total page 761 pages. Available in PDF, EPUB and Kindle. Book excerpt: Alcohol use by young people is extremely dangerous - both to themselves and society at large. Underage alcohol use is associated with traffic fatalities, violence, unsafe sex, suicide, educational failure, and other problem behaviors that diminish the prospects of future success, as well as health risks â€" and the earlier teens start drinking, the greater the danger. Despite these serious concerns, the media continues to make drinking look attractive to youth, and it remains possible and even easy for teenagers to get access to alcohol. Why is this dangerous behavior so pervasive? What can be done to prevent it? What will work and who is responsible for making sure it happens? Reducing Underage Drinking addresses these questions and proposes a new way to combat underage alcohol use. It explores the ways in which may different individuals and groups contribute to the problem and how they can be enlisted to prevent it. Reducing Underage Drinking will serve as both a game plan and a call to arms for anyone with an investment in youth health and safety.

Download or read book Respublika Experiments in the performance of participation and democracy written by Nico Carpentier and published by NeMe. This book was released on 2018-12-03 with total page 380 pages. Available in PDF, EPUB and Kindle. Book excerpt: Publication following NeMe's project

Download or read book Phyllostomid Bats written by Theodore H Fleming and published by University of Chicago Press. This book was released on 2020-10-05 with total page 489 pages. Available in PDF, EPUB and Kindle. Book excerpt: With more than two hundred species distributed from California through Texas and across most of mainland Mexico, Central and South America, and islands in the Caribbean Sea, the Phyllostomidae bat family (American leaf-nosed bats) is one of the world’s most diverse mammalian families. From an insectivorous ancestor, species living today, over about 30 million years, have evolved a hyper-diverse range of diets, from blood or small vertebrates, to consuming nectar, pollen, and fruit. Phyllostomid plant-visiting species are responsible for pollinating more than five hundred species of neotropical shrubs, trees, vines, and epiphytes—many of which are economically and ecologically important—and they also disperse the seeds of at least another five hundred plant species. Fruit-eating and seed-dispersing members of this family thus play a crucial role in the regeneration of neotropical forests, and the fruit eaters are among the most abundant mammals in these habitats. Coauthored by leading experts in the field and synthesizing the latest advances in molecular biology and ecological methods, Phyllostomid Bats is the first overview in more than forty years of the evolution of the many morphological, behavioral, physiological, and ecological adaptations in this family. Featuring abundant illustrations as well as details on the current conservation status of phyllostomid species, it is both a comprehensive reference for these ecologically vital creatures and a fascinating exploration of the evolutionary process of adaptive radiation.

Download or read book The Beginning After The End written by TurtleMe and published by TurtleMe. This book was released on 2021-03-19 with total page 878 pages. Available in PDF, EPUB and Kindle. Book excerpt: I had to accept that I wasn’t just Arthur Leywin anymore, and that I could no longer be limited by the circumstances of my birth. If I was going to escape, if I was going to go toe-to-toe with the most powerful beings in this world, I needed to push myself to my utmost limit...and then I needed to push even further. After nearly dying as a victim of his own strength, Arthur Leywin wakes to find himself far from the continent where he was born for the second time. Alone, broken, and with no way to tell his family he’s alive, Arthur must rebuild his strength to survive. As he ascends through an ancient dungeon filled with hostile beasts and devious trials, he discovers an ancient, absolute power - a power that will either ruin him or take him to new heights. But the dungeon won’t give up its knowledge easily. Before he can plunder its depths, Arthur must learn to untangle the threads of fate. He must band together with the unlikeliest of allies if he hopes to escape with his life.

Download or read book Official Gazette of the United States Patent and Trademark Office written by and published by . This book was released on 1995 with total page 1918 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book Book of the Dead written by Foy Scalf and published by Oriental Institute Press. This book was released on 2017 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Discover how the ancient Egyptians controlled their immortal destiny! This book, edited by Foy Scalf, explores what the Book of the Dead was believed to do, how it worked, how it was made, and what happened to it.

Download or read book Manual of Childhood Infections written by Mike Sharland and published by Oxford University Press, USA. This book was released on 2011-04-07 with total page 913 pages. Available in PDF, EPUB and Kindle. Book excerpt: This manual gives information on the causative organisms, epidemiology and clinical features of all important childhood infections. It includes guidance on the clinical management of the infections and on steps to be taken to prevent future cases.