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Handbook on Ageing with Disability

Circuits and Electronics Hands-on Learning with Analog Discovery

Hands-On Machine Learning with R

Hands-On Machine Learning with R

Hands-on Machine Learning with R provides a practical and applied approach to learning and developing intuition into today’s most popular machine learning methods. This book serves as a practitioner’s guide to the machine learning process and is meant to help the reader learn to apply the machine learning stack within R which includes using various R packages such as glmnet h2o ranger xgboost keras and others to effectively model and gain insight from their data. The book favors a hands-on approach providing an intuitive understanding of machine learning concepts through concrete examples and just a little bit of theory. Throughout this book the reader will be exposed to the entire machine learning process including feature engineering resampling hyperparameter tuning model evaluation and interpretation. The reader will be exposed to powerful algorithms such as regularized regression random forests gradient boosting machines deep learning generalized low rank models and more! By favoring a hands-on approach and using real word data the reader will gain an intuitive understanding of the architectures and engines that drive these algorithms and packages understand when and how to tune the various hyperparameters and be able to interpret model results. By the end of this book the reader should have a firm grasp of R’s machine learning stack and be able to implement a systematic approach for producing high quality modeling results. Features: · Offers a practical and applied introduction to the most popular machine learning methods. · Topics covered include feature engineering resampling deep learning and more. · Uses a hands-on approach and real world data.

GBP 82.99
1

Doing Meta-Analysis with R A Hands-On Guide

Beyond Persona On Individuation and Beginnings with Jungian Analysts

Focus on Food Photography for Bloggers Focus on the Fundamentals

Proclus and the Chaldean Oracles A Study on Proclean Exegesis with a Translation and Commentary of Proclus’ Treatise On Chaldean Philosophy

Constructed Ecologies Critical Reflections on Ecology with Design

On Animation Set

Leadership on the China Coast

Case Reports in Cardiology Cardiovascular Diseases with a Focus on Aorta

Case Reports in Cardiology Cardiovascular Diseases with a Focus on Aorta

From the earliest days of medicine to the present case reports have been a critical aspect of clinical education and knowledge development. In this comprehensive volume Dr. William C. Roberts a renowned expert in the field explores the rich history and ongoing importance of case reports in cardiology. Through engaging and insightful analysis the book demonstrates how case reports have provided physicians with crucial insights into rare diseases complex conditions and ground-breaking treatments. Drawing on a vast range of sources from ancient manuscripts to cutting-edge journals it offers a unique perspective on the role of case reports in medical education and management of cardiovascular diseases with a special emphasis on diseases and complications related to aorta such as aortic valve stenosis aortic aneurysm and others. It underscores how case reports can be used to enhance diagnostic accuracy identify new treatment options and promote innovation in the field. In addition the book provides valuable insights into the process of writing and publishing case reports including tips for young physicians looking to break into the field. The book will be an indispensable guide to the history practice and ongoing significance of case reports for medical students physicians and researchers alike. Key features Provides a rich repository of diverse case reports in cardiology published by the editor and his colleagues over 61 years Features 46 clinical case studies related to broad cardiovascular diseases with focus on aortic diseases useful for medical students and practicing cardiologists Valuable resource for young physicians seeking to establish a foothold in medical research and academics | Case Reports in Cardiology Cardiovascular Diseases with a Focus on Aorta

GBP 32.99
1

Conversations with Terrorists Middle East Leaders on Politics Violence and Empire

Routledge Handbook on Offenders with Special Needs

Routledge Handbook on Offenders with Special Needs

Current estimates indicate that approximately 2. 2 million people are incarcerated in federal state and local correctional facilities across the United States. There are another 5 million under community correctional supervision. Many of these individuals fall into the classification of special needs or special populations (e. g. women juveniles substance abusers mentally ill aging chronically or terminally ill offenders). Medical care and treatment costs represent the largest portion of correctional budgets and estimates suggest that these costs will continue to rise. In the community probation and parole officers are responsible for helping special needs offenders find appropriate treatment resources. Therefore it is important to understand the needs of these special populations and how to effectively care for and address their individual concerns. The Routledge Handbook of Offenders with Special Needs is an in-depth examination of offenders with special needs such as those who are learning-challenged developmentally disabled and mentally ill as well as substance abusers sex offenders women juveniles and chronically and terminally ill offenders. Areas that previously have been unexamined (or examined in a limited way) are explored. For example this text carefully examines the treatment of gay lesbian bisexual and transgender offenders and racial and gender disparities in health care delivery as well as pregnancy and parenthood behind bars homelessness and the incarceration of veterans and immigrants. In addition the book presents legal and management issues related to the treatment and rehabilitation of special populations in prisons/jails and the community including police-citizen interactions diversion through specialty courts obstacles and challenges related to reentry and reintegration and the need for the development and implementation of evidence-based criminal justice policies and practices. This is a key collection for students taking courses in prisons penology criminal justice criminology and related areas of study and an essential resource for academics and practitioners working with offenders with special needs. | Routledge Handbook on Offenders with Special Needs

GBP 44.99
1

History on Film/Film on History

Applied Linear Regression for Longitudinal Data With an Emphasis on Missing Observations

Arts Therapies Research and Practice with Persons on the Autism Spectrum Colourful Hatchlings

Encounters with Jazz on Television in Cold War Era Portugal 1954–1974

Encounters with Jazz on Television in Cold War Era Portugal 1954–1974

Encounters with Jazz on Television in Cold War Era Portugal: 1954–1974 explores the relationship between jazz and television by investigating the experiences of performers and producers in one of the last European colonial states (Portugal) during a period of political and social repression and global isolation. This new model of systemic analysis reveals a paradoxical interrelationship between state-controlled television and international media industries highlighting the space where these two forces collide and locating television jazz production within an important cultural milieu with a lasting impact on Portuguese society. From the days of the first feasibility studies for a proposed public television service in 1954 to the military coup that overthrew the far-right Estado Novo regime in 1974 this book maps the institutionalization of jazz in Portugal as a social and musical practice one that played a significant role in fostering cultural diversity. It looks at the musicians repertoires production processes broadcasts policies and strategies that fuelled the launch of Radiotelevisão Portuguesa (RTP) and the rise of television an indispensable new medium that granted Portuguese people access to the wider world – a world curated by public television producers with individual cultural political and aesthetic attitudes to influence the dissemination of jazz. In exploring the connections between these national and international jazz scenes Encounters with Jazz on Television in Cold War Era Portugal: 1954–1974 addresses opportunities for in-depth comparison of the Portuguese experience with that of other countries situating Cold War era Portuguese television jazz broadcasting as part of a bigger still unwritten story. | Encounters with Jazz on Television in Cold War Era Portugal 1954–1974

GBP 38.99
1

History on Film/Film on History

Bibliography On Holocaust Literature Supplement

Elliptic Theory on Singular Manifolds

The American System Speeches on the Tariff Question and on Internal Improvements

Conversations on Empathy Interdisciplinary Perspectives on Imagination and Radical Othering

Essays on African Population