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    Read more about The Shallow and the Deep: A biased introduction to neural networks and old school machine learning

    The Shallow and the Deep: A biased introduction to neural networks and old school machine learning

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    Contributor: Biehl

    Publisher: University of Groningen Press

    License: CC BY-NC-SA

    The Shallow and the Deep is a collection of lecture notes that offers an accessible introduction to neural networks and machine learning in general. However, it was clear from the beginning that these notes would not be able to cover this rapidly changing and growing field in its entirety. The focus lies on classical machine learning techniques, with a bias towards classification and regression. Other learning paradigms and many recent developments in, for instance, Deep Learning are not addressed or only briefly touched upon.

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    Read more about Quantitative Methods for Plant Breeding

    Quantitative Methods for Plant Breeding

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    Contributors: Suza and Lamkey

    Publisher: Iowa State University Digital Press

    License: CC BY-NC

    This open textbook covers common statistics used in agriculture research, including experimental design in plant breeding and genetics, as well as the analysis of variance, regression, and correlation.

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    Read more about Creating a circular healthcare economy: Sustainable strategies for a circular healthcare

    Creating a circular healthcare economy: Sustainable strategies for a circular healthcare

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    Contributors: van Straten, Alvino, and Horeman

    Publisher: TU Delft Open

    License: CC BY

    Our world is the only planet, as far as we know, which harbors life. The number of humans on our planet has grown tremendously in recent centuries. In 1800 one billion humans occupied our earth; on 15 November 2022, this number reached 8 billion.

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    Read more about A Developmental Systems Guide for Child and Adolescent Behavioral Health Practitioners

    A Developmental Systems Guide for Child and Adolescent Behavioral Health Practitioners

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    Contributor: Snyder

    Publisher: North Broad Press

    License: CC BY

    A Developmental Systems Guide for Child and Adolescent Behavioral Health Practitioners provides clinicians with actionable evidence-based practices for the assessment, diagnosis, and treatment of child and adolescent mental and behavioral health. This approach combines developmental psychology and ecological systems in recognition of the fact that children’s developmental challenges, tasks, and capacities intersect with the risks and protective factors of their environment. Chapters feature detailed case studies and conclude with conversations with clinicians in which they share targeted recommendations for patient evaluation, treatment approaches, and family engagement and support.

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    Read more about Organic Chemistry - A Tenth Edition

    Organic Chemistry - A Tenth Edition

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    Contributor: McMurry

    Publisher: OpenStax

    License: CC BY-NC-SA

    John McMurry's Organic Chemistry is renowned as the most clearly written book available for organic chemistry. In John McMurry's words, "I wrote this book because I love writing. I get great pleasure and satisfaction from taking a complicated subject, turning it around until I see it clearly from a new angle, and then explaining it in simple words." In Organic Chemistry: A Tenth Edition from OpenStax, McMurry continues this tradition while updating scientific discoveries, highlighting new applications, scrutinizing every piece of art, and providing example problems to assist students. Organic Chemistry: A Tenth Edition continues to meet the scope and sequence of a two-semester organic chemistry course that follows a functional group approach. A highlighted list of changes along with a detailed table of contents and ancillary descriptions can be found on the Instructor and Student resources sections of this page. John McMurry decided to publish Organic Chemistry: A Tenth Edition under an open license as a tribute to his son, Peter McMurry, who passed away from cystic fibrosis in December 2019. Please click here to learn more about Peter's legacy and to support the fight against cystic fibrosis.

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    Read more about Essential Mechanics - Statics and Strength of Materials with MATLAB and Octave

    Essential Mechanics - Statics and Strength of Materials with MATLAB and Octave

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    Contributor: Venkataraman

    Publisher: RIT Scholar Works

    License: CC BY

    Essential Mechanics - Statics and Strength of Materials with MATLAB and Octave combines two core engineering science courses - “Statics” and “Strength of Materials” - in mechanical, civil, and aerospace engineering. It weaves together various essential topics from Statics and Strength of Materials to allow discussing structural design from the very beginning. The traditional content of these courses are reordered to make it convenient to cover rigid body equilibrium and extend it to deformable body mechanics.The e-book covers the most useful topics from both courses with computational support through MATLAB/Octave. The traditional approach for engineering content is emphasized and is rigorously supported through graphics and analysis. Prior knowledge of MATLAB is not necessary. Instructions for its use in context is provided and explained. It takes advantage of the numerical, symbolic, and graphical capability of MATLAB for effective problem solving. This computational ability provides a natural procedure for What if? exploration that is important for design. The book also emphasizes graphics to understand, learn, and explore design. The idea for this book, the organization, and the flow of content is original and new. The integration of computation, and the marriage of analytical and computational skills is a new valuable experience provided by this e-book. Most importantly the book is very interactive with respect to the code as it appears along with the analysis.

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    Read more about Werktuigkundige Systemen

    Werktuigkundige Systemen

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    Contributors: Cool, Tuijthof, Radaelli, and Vroom

    Publisher: TU Delft Open

    License: CC BY

    Het boek Werktuigkundige Systemen is een compacte inleiding op het systeemdenken in de werktuigbouwkunde, met nadruk op inzicht en grafische methoden, gelardeerd met prikkelende werkingsprincipes en constructie-elementen. Velen merken dat ze nog lang nadat ze het vak gedaan hebben dit boek als naslagwerk gebruiken en het steeds meer gaan waarderen, ook omdat het boek de basis legt voor veel vervolgvakken en projecten.

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    Read more about Psychology of Human Relations

    Psychology of Human Relations

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    Contributor: Scarbrough

    Publisher: Open Oregon Educational Resources

    License: CC BY-NC-SA

    Understanding human relations is a valuable skill for anyone entering into the job market. The aim of this textbook is to aid readers in understanding their own behaviors and the behaviors of others with the intent of engaging in positive interactions in personal and professional spaces.

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    Read more about Basic English for Teaching Korean 수업이 참 쉬워지는 한국어 교실 기초 영어

    Basic English for Teaching Korean 수업이 참 쉬워지는 한국어 교실 기초 영어

    Copyright Year:

    Contributors: Kim and Park

    Publisher: The University of Sheffield

    License: CC BY-NC-SA

    The book is titled "Basic English for Teaching Korean," and its primary audience consists of Korean teachers whose native language is not English and who plan to work in an English-speaking country. Given the increasing global demand for learning the Korean language, many individuals aspire to become Korean instructors. Among these future Korean educators, there are those who lack confidence in their English speaking skills and seek guidance on effectively teaching the Korean language using clear and fluent English. They are also interested in acquiring the appropriate terminology and expressions for conveying aspects of the Korean language and culture when instructing in the classroom. Within this book, we will offer a comprehensive, step-by-step guide on how to teach the Korean language in English.

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    Read more about Ansiedad en la era COVID-19: Estado, Rasgo y Resiliencia

    Ansiedad en la era COVID-19: Estado, Rasgo y Resiliencia

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    Contributors: Quispe-Rojas, Pacovilca Alejo, Zea-Montesinos, Ureta-Jurado, Camposano-Córdova, Jauregui-Sueldo, and Sánchez-Ramos

    Publisher: Editorial Grupo AEA

    License: CC BY-NC-SA

    Esta investigación analiza los niveles de ansiedad-rasgo y ansiedad-estado, modificando una ansiedad-estado como un estado emocional inmediato, evolucionando en el tiempo. Mientras que la ansiedad rasgo se refiere a diferencias individuales relativamente estables en la ansiedad. Tuvo como objetivo determinar niveles de ansiedad estado - rasgo en tiempos de pandemia Covid-19 en trabajadores de Red de Salud Angaraes - Huancavelica, 2021. Metodología: investigación básica, nivel descriptivo, método analítico sintético, diseño no experimental, transaccional, descriptivo, técnica utilizada, encuesta, se utilizó Inventario Ansiedad Rasgo Estado (IDARE), se tuvo muestra de 110 trabajadores. Resultados: Concerniente a niveles de ansiedad estado, se evidencia nivel bajo 7,27%, nivel medio 41,82% y 50,91% nivel alto. Respecto a ansiedad rasgo, 6.36%, nivel bajo, 40,91 % nivel medio y el 52,73% nivel alto. Respecto al género para ansiedad estado, para femeninos 2.73% nivel bajo, 20.00% nivel medio y 30.91% nivel alto; para masculinos, 4,55% nivel bajo, 21,82% nivel medio y 20,00% nivel alto. De acuerdo con el género, ansiedad rasgo, femeninos presentan 1,82% nivel bajo, 20.00% nivel medio y 31,82% nivel alto. Género masculino presentan 4,55% nivel bajo, nivel medio 20,91% y 20,91% nivel alto. Respecto a edad, trabajadores de 21 a 30 años presentan ansiedad estado en nivel bajo (2,7%), 22,7% nivel medio, y 9,1% nivel alto; de 31 a 40 años 2,7% nivel bajo, nivel medio 13,6%, y 34,5% nivel alto. Conclusión: Los trabajadores de la Red de Salud Angaraes, presentan nivel alto de ansiedad estado 50,91%, respecto a ansiedad rasgo, presentan un nivel alto 52,73%.

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