Dr Stefan Frank Gro Band 3

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Automated Machine Learning

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Author : Frank Hutter
language : en
Publisher: Springer
Release Date : 2019-05-17

Automated Machine Learning written by Frank Hutter and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-05-17 with Computers categories.

This open access book presents the first comprehensive overview of general methods in Automated Machine Learning (AutoML), collects descriptions of existing systems based on these methods, and discusses the first series of international challenges of AutoML systems. The recent success of commercial ML applications and the rapid growth of the field has created a high demand for off-the-shelf ML methods that can be used easily and without expert knowledge. However, many of the recent machine learning successes crucially rely on human experts, who manually select appropriate ML architectures (deep learning architectures or more traditional ML workflows) and their hyperparameters. To overcome this problem, the field of AutoML targets a progressive automation of machine learning, based on principles from optimization and machine learning itself. This book serves as a point of entry into this quickly-developing field for researchers and advanced students alike, as well as providing a reference for practitioners aiming to use AutoML in their work.

Stefan Wolpe And The Avant Garde Diaspora

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Author : Brigid Maureen Cohen
language : en
Publisher: Cambridge University Press
Release Date : 2012-09-13

Stefan Wolpe And The Avant Garde Diaspora written by Brigid Maureen Cohen and has been published by Cambridge University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-09-13 with Biography & Autobiography categories.

Cohen traces a history of modernism in migration through the composer Stefan Wolpe, from the Bauhaus to Black Mountain College.

Leading Change

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Author : John P. Kotter
language : en
Publisher: Harvard Business Press
Release Date : 2012

Leading Change written by John P. Kotter and has been published by Harvard Business Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012 with Business & Economics categories.

From the ill-fated dot-com bubble to unprecedented merger and acquisition activity to scandal, greed, and, ultimately, recession -- we've learned that widespread and difficult change is no longer the exception. By outlining the process organizations have used to achieve transformational goals and by identifying where and how even top performers derail during the change process, Kotter provides a practical resource for leaders and managers charged with making change initiatives work.

The Disc Embedding Theorem

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Author : Stefan Behrens
language : en
Publisher: Oxford University Press
Release Date : 2021-07-15

The Disc Embedding Theorem written by Stefan Behrens and has been published by Oxford University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-07-15 with Mathematics categories.

Based on Fields medal winning work of Michael Freedman, this book explores the disc embedding theorem for 4-dimensional manifolds. This theorem underpins virtually all our understanding of topological 4-manifolds. Most famously, this includes the 4-dimensional Poincaré conjecture in the topological category. The Disc Embedding Theorem contains the first thorough and approachable exposition of Freedman's proof of the disc embedding theorem, with many new details. A self-contained account of decomposition space theory, a beautiful but outmoded branch of topology that produces non-differentiable homeomorphisms between manifolds, is provided, as well as a stand-alone interlude that explains the disc embedding theorem's key role in all known homeomorphism classifications of 4-manifolds via surgery theory and the s-cobordism theorem. Additionally, the ramifications of the disc embedding theorem within the study of topological 4-manifolds, for example Frank Quinn's development of fundamental tools like transversality are broadly described. The book is written for mathematicians, within the subfield of topology, specifically interested in the study of 4-dimensional spaces, and includes numerous professionally rendered figures.

Alien Ocean

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Author : Stefan Helmreich
language : en
Publisher: Univ of California Press
Release Date : 2023-09-01

Alien Ocean written by Stefan Helmreich and has been published by Univ of California Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-09-01 with Social Science categories.

Alien Ocean immerses readers in worlds being newly explored by marine biologists, worlds usually out of sight and reach: the deep sea, the microscopic realm, and oceans beyond national boundaries. Working alongside scientists at sea and in labs in Monterey Bay, Hawai'i, the Woods Hole Oceanographic Institution, and the Sargasso Sea and at undersea volcanoes in the eastern Pacific, Stefan Helmreich charts how revolutions in genomics, bioinformatics, and remote sensing have pressed marine biologists to see the sea as animated by its smallest inhabitants: marine microbes. Thriving in astonishingly extreme conditions, such microbes have become key figures in scientific and public debates about the origin of life, climate change, biotechnology, and even the possibility of life on other worlds.

The Clinician S Guide To Forensic Music Therapy

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Author : Stella Compton-Dickinson
language : en
Publisher: Jessica Kingsley Publishers
Release Date : 2017-04-21

The Clinician S Guide To Forensic Music Therapy written by Stella Compton-Dickinson and has been published by Jessica Kingsley Publishers this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-04-21 with Psychology categories.

The Clinician's Guide to Forensic Music Therapy provides information and advice on how to effectively and safely deliver two context-specific, systematic approaches in forensic music therapy. The two clinically tested treatment manuals have been specifically designed for use by music therapists and other clinicians working in prisons and secure hospital settings. They provide in-depth practical guidance for a variety of contexts and specific attention is given to risk assessment, responsivity to treatment and recovery. The book also includes advice on clinical evaluation, taking the complexities of diagnosis and patient needs into consideration. As the very first of its kind, and written by two leading practitioners of forensic music therapy, this book is essential reading for any music therapist and student of music therapy. It will also be of interest to other clinicians working in correctional or secure psychiatric settings and includes a chapter for them on how to use music effectively.

Learning Analytics Cookbook

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Author : Roope Jaakonmäki
language : en
Publisher: Springer Nature
Release Date : 2020-06-19

Learning Analytics Cookbook written by Roope Jaakonmäki and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-06-19 with Business & Economics categories.

This book offers an introduction and hands-on examples that demonstrate how Learning Analytics (LA) can be used to enhance digital learning, teaching and training at various levels. While the majority of existing literature on the subject focuses on its application at large corporations, this book develops and showcases approaches that bring LA closer to smaller organizations, and to educational institutions that lack sufficient resources to implement a full-fledged LA infrastructure. In closing, the book introduces a set of software tools for data analytics and visualization, and explains how they can be employed in several LA scenarios.

Guitar King

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Author : David Dann
language : en
Publisher: Univ of TX + ORM
Release Date : 2019-10-15

Guitar King written by David Dann and has been published by Univ of TX + ORM this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-10-15 with Biography & Autobiography categories.

A Rolling Stone Best Music Book of 2019, this biography of blues-rock legend Mike Bloomfield “draws you in the way a novel does” (The Wall Street Journal). Named one of the world’s great blues-rock guitarists by Rolling Stone, Mike Bloomfield remains beloved by fans forty years after his untimely death. Taking readers backstage, onstage, and into the recording studio with this legendary virtuoso, David Dann tells the riveting stories behind Bloomfield’s work in the seminal Paul Butterfield Blues Band and the mesmerizing Electric Flag, as well as on the Super Session album with Al Kooper and Stephen Stills, Bob Dylan’s Highway 61 Revisited, and soundtrack work with Peter Fonda and Jack Nicholson. Drawing from meticulous research, including more than seventy interviews with the musician’s friends, relatives, and band members, music historian David Dann brings to life Bloomfield’s worlds, from his struggles to fit in on Chicago’s wealthy North Shore with his Jewish family to the gritty taverns and raucous nightclubs where this self-taught guitarist helped transform the sound of contemporary blues and rock music. With scenes that are as electrifying as Bloomfield’s solos, this is the story of a life lived at full volume. “Feels like one of the last great untold classic-rock tales, right up through Bloomfield’s mysterious passing.” ―Rolling Stone “Reveals the depths of Bloomfield's musical passions, genius and personal despair . . . Guitar King establishes his pivotal role in American music history.” ―Pittsburgh Post-Gazette

Financial Econometrics

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Author : Svetlozar T. Rachev
language : en
Publisher: John Wiley & Sons
Release Date : 2007-03-22

Financial Econometrics written by Svetlozar T. Rachev and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2007-03-22 with Business & Economics categories.

A comprehensive guide to financial econometrics Financial econometrics is a quest for models that describe financial time series such as prices, returns, interest rates, and exchange rates. In Financial Econometrics, readers will be introduced to this growing discipline and the concepts and theories associated with it, including background material on probability theory and statistics. The experienced author team uses real-world data where possible and brings in the results of published research provided by investment banking firms and journals. Financial Econometrics clearly explains the techniques presented and provides illustrative examples for the topics discussed. Svetlozar T. Rachev, PhD (Karlsruhe, Germany) is currently Chair-Professor at the University of Karlsruhe. Stefan Mittnik, PhD (Munich, Germany) is Professor of Financial Econometrics at the University of Munich. Frank J. Fabozzi, PhD, CFA, CFP (New Hope, PA) is an adjunct professor of Finance at Yale University’s School of Management. Sergio M. Focardi (Paris, France) is a founding partner of the Paris-based consulting firm The Intertek Group. Teo Jasic, PhD, (Frankfurt, Germany) is a senior manager with a leading international management consultancy firm in Frankfurt.

The Case For Marriage

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Author : Linda Waite
language : en
Publisher: Crown
Release Date : 2002-03-05

The Case For Marriage written by Linda Waite and has been published by Crown this book supported file pdf, txt, epub, kindle and other format this book has been release on 2002-03-05 with Social Science categories.

A groundbreaking look at marriage, one of the most basic and universal of all human institutions, which reveals the emotional, physical, economic, and sexual benefits that marriage brings to individuals and society as a whole. The Case for Marriage is a critically important intervention in the national debate about the future of family. Based on the authoritative research of family sociologist Linda J. Waite, journalist Maggie Gallagher, and a number of other scholars, this book’s findings dramatically contradict the anti-marriage myths that have become the common sense of most Americans. Today a broad consensus holds that marriage is a bad deal for women, that divorce is better for children when parents are unhappy, and that marriage is essentially a private choice, not a public institution. Waite and Gallagher flatly contradict these assumptions, arguing instead that by a broad range of indices, marriage is actually better for you than being single or divorced– physically, materially, and spiritually. They contend that married people live longer, have better health, earn more money, accumulate more wealth, feel more fulfillment in their lives, enjoy more satisfying sexual relationships, and have happier and more successful children than those who remain single, cohabit, or get divorced. The Case for Marriage combines clearheaded analysis, penetrating cultural criticism, and practical advice for strengthening the institution of marriage, and provides clear, essential guidelines for reestablishing marriage as the foundation for a healthy and happy society. “A compelling defense of a sacred union. The Case for Marriage is well written and well argued, empirically rigorous and learned, practical and commonsensical.” -- William J. Bennett, author of The Book of Virtues “Makes the absolutely critical point that marriage has been misrepresented and misunderstood.” -- The Wall Street Journal www.broadwaybooks.com