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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
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Doing Meta-Analysis with R A Hands-On Guide

Constructed Ecologies Critical Reflections on Ecology with Design

On Animation Set

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
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Elliptic Theory on Singular Manifolds

Essays on African Population

Routledge Handbook on Deviance

International Organizations Perspectives on Global Governance

Structural Genomics on Membrane Proteins

Primer on Radiation Oncology Physics Video Tutorials with Textbook and Problems

Governing Cities on the Move Functional and Management Perspectives on Transformations of European Urban Infrastructures

On Shell Structure

Workflow Scheduling on Computing Systems

Foundations on Rock Engineering Practice Second Edition

Policy Makers on Policy The Mais Lectures

Draw on Your Emotions

New Perspectives on Sport Volunteerism

Critics on George Eliot

Applied Research on Polymer Composites

The Sixth International Congress on Accounting 1952

Advances on Models Characterizations and Applications

Multinary Alloys Based on II-VI Semiconductors

Multinary Alloys Based on II-VI Semiconductors

A companion volume to Ternary Alloys Based on II-VI Semiconductor Compounds (CRC Press 2013) and Quaternary Alloys Based on II-VI Semiconductor Compounds (CRC Press 2014) Multinary Alloys Based on II-VI Semiconductors provides up-to-date experimental and theoretical information on phase relations based on II-VI semiconductor systems with five or more components. Featuring detailed figures and extensive references this book:Delivers a critical evaluation of many industrially important systems presented in the form of two-dimensional sections for the condensed phasesSummarizes the data from the last 15–20 years of literature on the study of organometallic compounds which include zinc cadmium or mercury and sulfur selenium or telluriumClassifies all materials according to the periodic table groups of their constituent atoms that is possible combinations of Zn Cd and Hg with chalcogens S Se and Te and additional components in the order of their group numberSpecifies the diagram type possible phase transformations and physical–chemical interaction of the components methods of equilibrium investigation thermodynamic characteristics and methods for sample preparation in each multinary database descriptionMultinary Alloys Based on II-VI Semiconductors contains valuable material useful for obtaining nanoscale II-VI semiconductors and for preparing thin films of these semiconductor materials as well as for exploring the biological and medicinal applications of organometallic compounds and for identifying new compounds with necessary properties.

GBP 59.99
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Lectures on Technique by Melanie Klein Edited with Critical Review by John Steiner

Lectures on Technique by Melanie Klein Edited with Critical Review by John Steiner

Lectures on Technique by Melanie Klein is based on a series of six lectures given by Melanie Klein to students at the British Psychoanalytical Society in 1936 and repeated several times in subsequent years. They were discovered in the Melanie Klein Archives housed in the Wellcome Medical Library and have been previously described by Elizabeth Spillius but never before published. In this book John Steiner explores what characterises Kleinian Technique how her technique changed over the years what she saw as the correct psychoanalytical attitude and how psychoanalytic technique has changed since Klein’s death. Melanie Klein who moved to England from Berlin in 1927 became one of the leading psychoanalysts following Freud and making an important contribution in the theory and practice of psychoanalysis. A pioneer in child analysis her work remains widely influential throughout the world. This book consists of the full text of the original six lectures accompanied by a critical analysis from John Steiner who is known internationally as a leading Kleinian analyst and writer. Steiner demonstrates the importance of the lectures in understanding Klein’s work and their continued relevance for contemporary psychoanalysis. In addition also published for the first time this book includes annotated transcripts of a preserved recording of a seminar Klein held in 1958 with young analysts of the British Psychoanalytical Society. In this seminar close to the end of her life many of the points made in the earlier lectures were elaborated upon and brought further up to date in light of developments in Klein’s thinking during the intervening years. Featuring rare previously unpublished material Lectures on Technique by Melanie Klein provides a new and significant contribution to understanding of the Kleinian paradigm. It will be essential reading for all psychoanalysts and psychoanalytic psychotherapists interested in and influenced by Klein’s work and legacy. | Lectures on Technique by Melanie Klein Edited with Critical Review by John Steiner

GBP 43.99
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