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The Shallow and the Deep: A biased introduction to neural networks and old school machine learning
Copyright Year: 2023
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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Cultivar Development
Copyright Year: 2023
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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Quantitative Methods for Plant Breeding
Copyright Year: 2023
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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Polimetrics: A Stata Companion to Introduction to Political Science Research Methods - 1st Edition
Copyright Year: 2021
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
Copyright Year: 2023
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
Copyright Year: 2023
Contributor: Jones
Publisher: University of Arkansas
License: CC BY
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Creating a circular healthcare economy: Sustainable strategies for a circular healthcare
Copyright Year: 2023
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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Scholarly Communication Librarianship and Open Knowledge
Copyright Year: 2023
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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Making Ripples: A Guidebook to Challenge Status Quo in OER Creation
Copyright Year: 2023
Contributor: Schilling
Publisher: Rebus Community
License: CC BY
Making Ripples: A Guidebook to Challenge Status Quo in OER Creation is a short resource designed to expand your understanding of inequities in the educational systems through breaking down the work into smaller pieces with opportunities for you to reflect, identify strategies for action, and locate resources and community members to connect with. The purpose of this guide is to explore strategies for you as OER creators to incorporate equitable practices into your workflows.
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Urinalysis Atlas: A Pictorial Guide to Formed Elements in Urine (Doty and Taylor)
Copyright Year: 2023
Contributors: Taylor and Doty
Publisher: LibreTexts
License: CC BY-NC-SA
In Medical Laboratory Science (MLS) Urinalysis course, students learn to evaluate normal and abnormal formed urinary elements through microscopic examination of urine sediment. They learn to interpret results and correlate with other laboratory data to identify disease. Access to quality atlases are a vital tool in the students’ learning process. Because the cost of printing pictures is so great, the price of printed atlases is high. The number of images included is limited. And many excellent atlases are now out of print.
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