Mathematics for Machine Learning

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Publisher : Cambridge University Press
ISBN 13 : 1108569323
Total Pages : 392 pages
Book Rating : 4.1/5 (85 download)

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Book Synopsis Mathematics for Machine Learning by : Marc Peter Deisenroth

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.

Handbook for Model Railroaders

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Publisher :
ISBN 13 : 9781494012618
Total Pages : 126 pages
Book Rating : 4.0/5 (126 download)

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Book Synopsis Handbook for Model Railroaders by : W. K. Walthers

Download or read book Handbook for Model Railroaders written by W. K. Walthers and published by . This book was released on 2013-10 with total page 126 pages. Available in PDF, EPUB and Kindle. Book excerpt: This is a new release of the original 1937 edition.

Transforming the Workforce for Children Birth Through Age 8

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Publisher : National Academies Press
ISBN 13 : 0309324882
Total Pages : 587 pages
Book Rating : 4.3/5 (93 download)

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Book Synopsis Transforming the Workforce for Children Birth Through Age 8 by : National Research Council

Download or read book Transforming the Workforce for Children Birth Through Age 8 written by National Research Council and published by National Academies Press. This book was released on 2015-07-23 with total page 587 pages. Available in PDF, EPUB and Kindle. Book excerpt: Children are already learning at birth, and they develop and learn at a rapid pace in their early years. This provides a critical foundation for lifelong progress, and the adults who provide for the care and the education of young children bear a great responsibility for their health, development, and learning. Despite the fact that they share the same objective - to nurture young children and secure their future success - the various practitioners who contribute to the care and the education of children from birth through age 8 are not acknowledged as a workforce unified by the common knowledge and competencies needed to do their jobs well. Transforming the Workforce for Children Birth Through Age 8 explores the science of child development, particularly looking at implications for the professionals who work with children. This report examines the current capacities and practices of the workforce, the settings in which they work, the policies and infrastructure that set qualifications and provide professional learning, and the government agencies and other funders who support and oversee these systems. This book then makes recommendations to improve the quality of professional practice and the practice environment for care and education professionals. These detailed recommendations create a blueprint for action that builds on a unifying foundation of child development and early learning, shared knowledge and competencies for care and education professionals, and principles for effective professional learning. Young children thrive and learn best when they have secure, positive relationships with adults who are knowledgeable about how to support their development and learning and are responsive to their individual progress. Transforming the Workforce for Children Birth Through Age 8 offers guidance on system changes to improve the quality of professional practice, specific actions to improve professional learning systems and workforce development, and research to continue to build the knowledge base in ways that will directly advance and inform future actions. The recommendations of this book provide an opportunity to improve the quality of the care and the education that children receive, and ultimately improve outcomes for children.

The Greenhouse Gas Protocol

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Publisher : World Business Pub.
ISBN 13 : 9781569735688
Total Pages : 0 pages
Book Rating : 4.7/5 (356 download)

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Book Synopsis The Greenhouse Gas Protocol by :

Download or read book The Greenhouse Gas Protocol written by and published by World Business Pub.. This book was released on 2004 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: The GHG Protocol Corporate Accounting and Reporting Standard helps companies and other organizations to identify, calculate, and report GHG emissions. It is designed to set the standard for accurate, complete, consistent, relevant and transparent accounting and reporting of GHG emissions.

Fast Food Nation

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Publisher : Houghton Mifflin Harcourt
ISBN 13 : 0547750331
Total Pages : 387 pages
Book Rating : 4.5/5 (477 download)

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Book Synopsis Fast Food Nation by : Eric Schlosser

Download or read book Fast Food Nation written by Eric Schlosser and published by Houghton Mifflin Harcourt. This book was released on 2012 with total page 387 pages. Available in PDF, EPUB and Kindle. Book excerpt: An exploration of the fast food industry in the United States, from its roots to its long-term consequences.

The Cambridge Handbook of Computing Education Research

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Publisher :
ISBN 13 : 1108756212
Total Pages : 924 pages
Book Rating : 4.1/5 (87 download)

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Book Synopsis The Cambridge Handbook of Computing Education Research by : Sally A. Fincher

Download or read book The Cambridge Handbook of Computing Education Research written by Sally A. Fincher and published by . This book was released on 2019-02-13 with total page 924 pages. Available in PDF, EPUB and Kindle. Book excerpt: This is an authoritative introduction to Computing Education research written by over 50 leading researchers from academia and the industry.

On the Blue Comet

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Publisher : Candlewick Press
ISBN 13 : 076363722X
Total Pages : 336 pages
Book Rating : 4.7/5 (636 download)

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Book Synopsis On the Blue Comet by : Rosemary Wells

Download or read book On the Blue Comet written by Rosemary Wells and published by Candlewick Press. This book was released on 2010-09-28 with total page 336 pages. Available in PDF, EPUB and Kindle. Book excerpt: Losing his family home and beloved model train set during the Great Depression, 11-year-old Oscar is forced to move in with difficult relatives before meeting an enigmatic drifter and witnessing an incredible crime that prompts his cross-country, celebrity-marked train journey. By the award-winning creator of the Max and Ruby series. 50,000 first printing.

Clinical Neurodynamics

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Publisher : Elsevier España
ISBN 13 : 9788480862219
Total Pages : 272 pages
Book Rating : 4.8/5 (622 download)

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Book Synopsis Clinical Neurodynamics by : Michael O. Shacklock

Download or read book Clinical Neurodynamics written by Michael O. Shacklock and published by Elsevier España. This book was released on 2005 with total page 272 pages. Available in PDF, EPUB and Kindle. Book excerpt: Applies and modifies Maitland techniques to neural mobilization, refining and improving practical skills for clinical physiotherapists and physically-based occupational therapists. The text outlines the concept of neurodynamics and the basic mechanisms in movement of the nervous system and describes what can go wrong. Causal mechanisms are linked to diagnosis and treatment of pain and musculoskeletal problems in a systematic way. Various treatment techniques for each diagnostic category are presented and applied to specific clinical problems such as neck pain, headache, tennis elbow, carpal tunnel syndrome, low back pain to name a few. These are common problems in which therapists often miss a neural component

Killing Hope

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Publisher :
ISBN 13 : 1350348198
Total Pages : 0 pages
Book Rating : 4.3/5 (53 download)

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Book Synopsis Killing Hope by : William Blum

Download or read book Killing Hope written by William Blum and published by . This book was released on 2022-07-14 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: In Killing Hope, William Blum, author of the bestselling Rogue State: A Guide to the World's Only Superpower, provides a devastating and comprehensive account of America's covert and overt military actions in the world, all the way from China in the 1940s to the invasion of Iraq in 2003 and - in this updated edition - beyond. Is the United States, as it likes to claim, a global force for democracy? Killing Hope shows the answer to this question to be a resounding 'no'.

Parenting Matters

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Publisher : National Academies Press
ISBN 13 : 0309388570
Total Pages : 525 pages
Book Rating : 4.3/5 (93 download)

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Book Synopsis Parenting Matters by : National Academies of Sciences, Engineering, and Medicine

Download or read book Parenting Matters written by National Academies of Sciences, Engineering, and Medicine and published by National Academies Press. This book was released on 2016-11-21 with total page 525 pages. Available in PDF, EPUB and Kindle. Book excerpt: Decades of research have demonstrated that the parent-child dyad and the environment of the familyâ€"which includes all primary caregiversâ€"are at the foundation of children's well- being and healthy development. From birth, children are learning and rely on parents and the other caregivers in their lives to protect and care for them. The impact of parents may never be greater than during the earliest years of life, when a child's brain is rapidly developing and when nearly all of her or his experiences are created and shaped by parents and the family environment. Parents help children build and refine their knowledge and skills, charting a trajectory for their health and well-being during childhood and beyond. The experience of parenting also impacts parents themselves. For instance, parenting can enrich and give focus to parents' lives; generate stress or calm; and create any number of emotions, including feelings of happiness, sadness, fulfillment, and anger. Parenting of young children today takes place in the context of significant ongoing developments. These include: a rapidly growing body of science on early childhood, increases in funding for programs and services for families, changing demographics of the U.S. population, and greater diversity of family structure. Additionally, parenting is increasingly being shaped by technology and increased access to information about parenting. Parenting Matters identifies parenting knowledge, attitudes, and practices associated with positive developmental outcomes in children ages 0-8; universal/preventive and targeted strategies used in a variety of settings that have been effective with parents of young children and that support the identified knowledge, attitudes, and practices; and barriers to and facilitators for parents' use of practices that lead to healthy child outcomes as well as their participation in effective programs and services. This report makes recommendations directed at an array of stakeholders, for promoting the wide-scale adoption of effective programs and services for parents and on areas that warrant further research to inform policy and practice. It is meant to serve as a roadmap for the future of parenting policy, research, and practice in the United States.

The Theory and Practice of Online Learning

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Publisher : Athabasca University Press
ISBN 13 : 1897425082
Total Pages : 485 pages
Book Rating : 4.8/5 (974 download)

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Book Synopsis The Theory and Practice of Online Learning by : Terry Anderson

Download or read book The Theory and Practice of Online Learning written by Terry Anderson and published by Athabasca University Press. This book was released on 2008 with total page 485 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Neither an academic tome nor a prescriptive 'how to' guide, The Theory and Practice of Online Learning is an illuminating collection of essays by practitioners and scholars active in the complex field of distance education. Distance education has evolved significantly in its 150 years of existence. For most of this time, it was an individual pursuit defined by infrequent postal communication. But recently, three more developmental generations have emerged, supported by television and radio, teleconferencing, and computer conferencing. The early 21st century has produced a fifth generation, based on autonomous agents and intelligent, database-assisted learning, that has been referred to as Web 2.0. The second edition of "The Theory and Practice of Online Learning" features updates in each chapter, plus four new chapters on current distance education issues such as connectivism and social software innovations."--BOOK JACKET.

Improving the Quality of Health Care for Mental and Substance-Use Conditions

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Publisher : National Academies Press
ISBN 13 : 0309133661
Total Pages : 528 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Improving the Quality of Health Care for Mental and Substance-Use Conditions by : Institute of Medicine

Download or read book Improving the Quality of Health Care for Mental and Substance-Use Conditions written by Institute of Medicine and published by National Academies Press. This book was released on 2006-03-29 with total page 528 pages. Available in PDF, EPUB and Kindle. Book excerpt: Each year, more than 33 million Americans receive health care for mental or substance-use conditions, or both. Together, mental and substance-use illnesses are the leading cause of death and disability for women, the highest for men ages 15-44, and the second highest for all men. Effective treatments exist, but services are frequently fragmented and, as with general health care, there are barriers that prevent many from receiving these treatments as designed or at all. The consequences of this are seriousâ€"for these individuals and their families; their employers and the workforce; for the nation's economy; as well as the education, welfare, and justice systems. Improving the Quality of Health Care for Mental and Substance-Use Conditions examines the distinctive characteristics of health care for mental and substance-use conditions, including payment, benefit coverage, and regulatory issues, as well as health care organization and delivery issues. This new volume in the Quality Chasm series puts forth an agenda for improving the quality of this care based on this analysis. Patients and their families, primary health care providers, specialty mental health and substance-use treatment providers, health care organizations, health plans, purchasers of group health care, and all involved in health care for mental and substanceâ€"use conditions will benefit from this guide to achieving better care.

Towards the Last Spike

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Publisher : Good Press
ISBN 13 :
Total Pages : 71 pages
Book Rating : 4.4/5 (66 download)

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Book Synopsis Towards the Last Spike by : E. J. Pratt

Download or read book Towards the Last Spike written by E. J. Pratt and published by Good Press. This book was released on 2021-08-30 with total page 71 pages. Available in PDF, EPUB and Kindle. Book excerpt: Towards the Last Spike was written in 1952 by Canadian poet E. J. Pratt. It is a long narrative poem in blank verse about the construction of the first transcontinental railroad line in Canada, that of the Canadian Pacific Railway (CPR), from 1871 through 1885. Excerpt: "It was the same world then as now—the same, Except for little differences of speed And power, and means to treat myopia To show an axe-blade infinitely sharp Splitting things infinitely small, or else Provide the telescopic sight to roam Through curved dominions never found in fables. The same, but for new particles of speech..."

Modeling and Practice of Erosion and Sediment Transport under Change

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Publisher : MDPI
ISBN 13 : 3039214314
Total Pages : 212 pages
Book Rating : 4.0/5 (392 download)

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Book Synopsis Modeling and Practice of Erosion and Sediment Transport under Change by : Mohamed Meddi

Download or read book Modeling and Practice of Erosion and Sediment Transport under Change written by Mohamed Meddi and published by MDPI. This book was released on 2019-09-17 with total page 212 pages. Available in PDF, EPUB and Kindle. Book excerpt: Climate and anthropogenic changes impact the conditions of erosion and sediment transport in rivers. Rainfall variability and, in many places, the increase of rainfall intensity have a direct impact on rainfall erosivity. Increasing changes in demography have led to the acceleration of land cover changes in natural areas, as well as in cultivated areas, and, sometimes, in degraded areas and desertified landscapes. These anthropogenized landscapes are more sensitive to erosion. On the other hand, the increase in the number of dams in watersheds traps a great portion of sediment fluxes, which do not reach the sea in the same amount, nor at the same quality, with consequences on coastal geomorphodynamics. This book is dedicated to studies on sediment fluxes from continental areas to coastal areas, as well as observation, modeling, and impact analysis at different scales from watershed slopes to the outputs of large river basins. This book is concentrated on a number of keywords: “erosion” and “sediment transport”, “model” and “practice”, and “change”. The keywords are briefly discussed with respect to the relevant literature. The contributions in this book address observations and models based on laboratory and field data, allowing researchers to make use of such resources in practice under changing conditions.

Investigating Iwo

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Publisher :
ISBN 13 : 9781732003071
Total Pages : 371 pages
Book Rating : 4.0/5 (3 download)

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Book Synopsis Investigating Iwo by : Breanne Robertson

Download or read book Investigating Iwo written by Breanne Robertson and published by . This book was released on 2019 with total page 371 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Investigating Iwo encourages us to explore the connection between American visual culture and World War II, particularly how the image inspired Marines, servicemembers, and civilians to carry on with the war and to remember those who made the ultimate sacrifice to ensure victory over the Axis Powers. Chapters shed light on the processes through which history becomes memory and gains meaning over time. The contributors ask only that we be willing to take a closer look, to remain open to new perspectives that can deepen our understanding of familiar topics related to the flag raising, including Rosenthal's famous picture, that continue to mean so much to us today"--

Fundamentals of Clinical Data Science

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Publisher : Springer
ISBN 13 : 3319997130
Total Pages : 219 pages
Book Rating : 4.3/5 (199 download)

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Book Synopsis Fundamentals of Clinical Data Science by : Pieter Kubben

Download or read book Fundamentals of Clinical Data Science written by Pieter Kubben and published by Springer. This book was released on 2018-12-21 with total page 219 pages. Available in PDF, EPUB and Kindle. Book excerpt: This open access book comprehensively covers the fundamentals of clinical data science, focusing on data collection, modelling and clinical applications. Topics covered in the first section on data collection include: data sources, data at scale (big data), data stewardship (FAIR data) and related privacy concerns. Aspects of predictive modelling using techniques such as classification, regression or clustering, and prediction model validation will be covered in the second section. The third section covers aspects of (mobile) clinical decision support systems, operational excellence and value-based healthcare. Fundamentals of Clinical Data Science is an essential resource for healthcare professionals and IT consultants intending to develop and refine their skills in personalized medicine, using solutions based on large datasets from electronic health records or telemonitoring programmes. The book’s promise is “no math, no code”and will explain the topics in a style that is optimized for a healthcare audience.

Pharmacoeconomics

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Publisher : CRC Press
ISBN 13 : 1420084402
Total Pages : 259 pages
Book Rating : 4.4/5 (2 download)

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Book Synopsis Pharmacoeconomics by : Renee J. G. Arnold

Download or read book Pharmacoeconomics written by Renee J. G. Arnold and published by CRC Press. This book was released on 2016-04-19 with total page 259 pages. Available in PDF, EPUB and Kindle. Book excerpt: The pharmaceutical industry is almost boundless in its ability to supply new drug therapies, but how does one decide which are the best medicines to use within restricted budgets? With particular emphasis on modeling, methodologies, data sources, and application to real-world dilemmas, Pharmacoeconomics: From Theory to Practice provides an introduc