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

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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Quantitative Methods for Plant Breeding

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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Cultivar Development

Contributors: Suza, Lamkey, and Mumm

Publisher: Iowa State University Digital Press

License: CC BY-NC

This open textbook places emphasis on the design of a process pipeline for continuous development of new improved cultivars as a means to implement the cycle of crop improvement. Essential topics in New Line Development and New Line Evaluation are addressed, such as choice of parents, creation of progeny, and evaluation and selection of progeny. Students learn to design a process pipeline to produce improved cultivars that meet a specific product target which represents stakeholders’ needs.

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International Libraries: An Open Textbook

Contributors: Reed, Johnson, Severson, Green, Rubin, Windholz, Dehais, Taylor, Gilligan, Wong, Cernik, Davis, Gates, Quinn, Roberts, Wejchert, Lynch, Harrington, Duka, Montini, and Schaefer

Publisher: The University at Buffalo

License: CC BY-NC-SA

International Libraries: An Open Textbook is a reference sourcebook about the libraries and the field of librarianship in non-North American countries around the world. Each chapter in this volume includes a profile of a featured country’s variety of libraries, its library histories, its systems of library education, and its library practices, laws, and professional associations. Graduate students in the University at Buffalo’s Department of Information Science authored these chapters for the LIS 503: International Librarianship course during the summer term of 2019. The text was developed under the a Creative Commons license (CC BY-NC-SA 4.0) as an open educational resource that can be adapted for future sections of the International Librarianship course or for similar courses offered in library and information programs at other institutions.

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Polimetrics: A Stata Companion to Introduction to Political Science Research Methods - 1st Edition

Contributor: Franco

Publisher: Open Political Science (OPoliSci)

License: CC BY-NC

Polimetrics: A Stata Companion, authored by Dr. Josh Franco, is an Open Education Resource workbook licensed CC BY-NC and designed as a Stata companion to Introduction to Political Science Research Methods.

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Teaching Apparel Production

Contributor: Deaton

Publisher: University of Arkansas

License: CC BY

This text was written to provide students and teacher candidates with an introductory understanding of the skills associated with teaching apparel production. The book is broken into units and chapters that focus on essential skills for constructing garments and, more specifically, teaching others how to construct apparel and apparel-related products.

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Language Encounters on the French Colonial Mississippi

Contributor: Jones

Publisher: University of Arkansas

License: CC BY

Are you using this textbook in your class? Let me know!

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

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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Introduction to Apparel Production Workbook

Contributor: Apple

Publisher: University of Arkansas

License: CC BY

Welcome to Introduction to Apparel Production. Whether you are part of the college class or learning on your own, you will gain important concepts and techniques in beginning apparel production. This workbook is to accompany the activities through in person teaching or online learning. There will be graphics and videos to help guide you through each step of this workbook. There are 6 learning units and a sewing projects unit in this workbook. The sewing projects unit contains 4 projects: tote bag, skirt, shirt and pants. The pattern numbers may change due to the availability of patterns.

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Scholarly Communication Librarianship and Open Knowledge

Contributors: Bonn, Bolick, and Cross

Publisher: Association of College and Research Libraries

License: CC BY-NC

The intersection of scholarly communication librarianship and open education offers a unique opportunity to expand knowledge of scholarly communication topics in both education and practice. Open resources can address the gap in teaching timely and critical scholarly communication topics—copyright in teaching and research environments, academic publishing, emerging modes of scholarship, impact measurement—while increasing access to resources and equitable participation in education and scholarly communication.

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