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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

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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Read more about Cultivar Development

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

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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Read more about Teaching Apparel Production

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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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

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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Read more about Scholarly Communication Librarianship and Open Knowledge

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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Read more about Urinalysis Atlas: A Pictorial Guide to Formed Elements in Urine (Doty and Taylor)

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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Read more about An Animated Introduction to Digital Logic Design

An Animated Introduction to Digital Logic Design

Copyright Year: 2023

Contributor: Carpinelli

Publisher: NJIT Library

License: CC BY-NC-SA

This book is designed for use in an introductory course on digital logic design, typically offered in computer engineering, electrical engineering, computer science, and other related programs. Such a course is usually offered at the sophomore level. This book makes extensive use of animation to illustrate the flow of data within a digital system and to step through some of the procedures used to design and optimize digital circuits.

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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

Copyright Year: 2023

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

Copyright Year: 2023

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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