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Data Analysis and Visualization in R for Ecologists
Unrestricted Use
CC BY
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Data Carpentry lesson from Ecology curriculum to learn how to analyse and visualise ecological data in R. Data Carpentry’s aim is to teach researchers basic concepts, skills, and tools for working with data so that they can get more done in less time, and with less pain. The lessons below were designed for those interested in working with ecology data in R. This is an introduction to R designed for participants with no programming experience. These lessons can be taught in a day (~ 6 hours). They start with some basic information about R syntax, the RStudio interface, and move through how to import CSV files, the structure of data frames, how to deal with factors, how to add/remove rows and columns, how to calculate summary statistics from a data frame, and a brief introduction to plotting. The last lesson demonstrates how to work with databases directly from R.

Subject:
Applied Science
Computer Science
Ecology
Information Science
Life Science
Mathematics
Measurement and Data
Material Type:
Module
Provider:
The Carpentries
Author:
Ankenbrand, Markus
Arindam Basu
Ashander, Jaime
Bahlai, Christie
Bailey, Alistair
Becker, Erin Alison
Bledsoe, Ellen
Boehm, Fred
Bolker, Ben
Bouquin, Daina
Burge, Olivia Rata
Burle, Marie-Helene
Carchedi, Nick
Chatzidimitriou, Kyriakos
Chiapello, Marco
Conrado, Ana Costa
Cortijo, Sandra
Cranston, Karen
Cuesta, Sergio Martínez
Culshaw-Maurer, Michael
Czapanskiy, Max
Daijiang Li
Dashnow, Harriet
Daskalova, Gergana
Deer, Lachlan
Direk, Kenan
Dunic, Jillian
Elahi, Robin
Fishman, Dmytro
Fouilloux, Anne
Fournier, Auriel
Gan, Emilia
Goswami, Shubhang
Guillou, Stéphane
Hancock, Stacey
Hardenberg, Achaz Von
Harrison, Paul
Hart, Ted
Herr, Joshua R.
Hertweck, Kate
Hodges, Toby
Hulshof, Catherine
Humburg, Peter
Jean, Martin
Johnson, Carolina
Johnson, Kayla
Johnston, Myfanwy
Jordan, Kari L
K. A. S. Mislan
Kaupp, Jake
Keane, Jonathan
Kerchner, Dan
Klinges, David
Koontz, Michael
Leinweber, Katrin
Lepore, Mauro Luciano
Li, Ye
Lijnzaad, Philip
Lotterhos, Katie
Mannheimer, Sara
Marwick, Ben
Michonneau, François
Millar, Justin
Moreno, Melissa
Najko Jahn
Obeng, Adam
Odom, Gabriel J.
Pauloo, Richard
Pawlik, Aleksandra Natalia
Pearse, Will
Peck, Kayla
Pederson, Steve
Peek, Ryan
Pletzer, Alex
Quinn, Danielle
Rajeg, Gede Primahadi Wijaya
Reiter, Taylor
Rodriguez-Sanchez, Francisco
Sandmann, Thomas
Seok, Brian
Sfn_brt
Shiklomanov, Alexey
Shivshankar Umashankar
Stachelek, Joseph
Strauss, Eli
Sumedh
Switzer, Callin
Tarkowski, Leszek
Tavares, Hugo
Teal, Tracy
Theobold, Allison
Tirok, Katrin
Tylén, Kristian
Vanichkina, Darya
Voter, Carolyn
Webster, Tara
Weisner, Michael
White, Ethan P
Wilson, Earle
Woo, Kara
Wright, April
Yanco, Scott
Ye, Hao
Date Added:
03/20/2017
Implementation Guide of Multimedia-based & Interactive Content
Conditional Remix & Share Permitted
CC BY-NC-SA
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This document serves as an implementation guide for multimedia-based and interactive content, presenting the results of the Erasmus+ "InterMedia Project."
It begins by exploring the concept of multiple devices, including an overview of their features and graphical representation. The devices used in adult education are discussed, along with challenges related to screen size and other identified issues. The document then analyzes the rationale for using interactive and multimedia-based tools in learning and training, categorizing different types of tools.
A comprehensive analysis of possible platforms, such as Masteriyo, LearnPress (Brainlog), Tutor LMS, and LifterLMS (Ajiter), is provided. A summary, recommendation, and comparison table of these platforms are also included. The document proceeds to offer examples and pilots for the implementation of multimedia-based and interactive content, highlighting basic considerations, preconditions, and implementation steps. Additionally, implementation examples and pilot projects are showcased.

Finally, information about the project and its partners, including AJITER, EUPHORIANET, BRAINLOG, and EUROPÄISCHE BILDUNGSINITIATIVE EBI/EIE, is presented. The findings and recommendations from the Erasmus+ "InterMedia Project" provide valuable guidance for implementing multimedia-based and interactive content in educational settings.

Subject:
Education
Material Type:
Teaching/Learning Strategy
Author:
Cristina Ceccarelli
Diyana Todorova
Martin Savchev
Peter Mazohl
Date Added:
05/28/2023
Introduction to Basic Legal Citation
Conditional Remix & Share Permitted
CC BY-NC-SA
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This is not a comprehensive citation reference work. Its limited aim is to serve as a tutorial on how to cite the most widely referenced types of U.S. legal material, taking account of local norms and the changes in citation practice forced by the shift from print to electronic sources. It begins with an introductory unit. That is followed immediately by one on "how to cite" the categories of authority that comprise a majority of the citations in briefs and legal memoranda. Using the full table of contents one can proceed through this material in sequence. The third unit, organized around illustrative examples, is intended to be used either for review and reinforcement of the prior "how to" sections or as an alternative approach to them. One can start with it since the illustrative examples for each document type are linked back to the relevant "how to" principles.

Subject:
General Law
Law
Material Type:
Textbook
Provider:
The Center for Computer Assisted Legal Instruction (CALI)
Provider Set:
The eLangdell Bookstore
Author:
Peter Martin
Date Added:
01/01/2013
Library Carpentry: The UNIX Shell
Unrestricted Use
CC BY
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Library Carpentry lesson to learn how to use the Shell. This Library Carpentry lesson introduces librarians to the Unix Shell. At the conclusion of the lesson you will: understand the basics of the Unix shell; understand why and how to use the command line; use shell commands to work with directories and files; use shell commands to find and manipulate data.

Subject:
Applied Science
Information Science
Mathematics
Measurement and Data
Material Type:
Module
Provider:
The Carpentries
Author:
Adam Huffman
Alex Kassil
Alex Mendes
Alexander Konovalov
Alexander Morley
Ana Costa Conrado
Andrew Reid
Andrew T. T. McRae
Ariel Rokem
Ashwin Srinath
Bagus Tris Atmaja
Belinda Weaver
Benjamin Bolker
Benjamin Gabriel
BertrandCaron
Brian Ballsun-Stanton
Christopher Erdmann
Christopher Mentzel
Colin Sauze
Dan Michael Heggø
Dave Bridges
David McKain
Dmytro Lituiev
Elena Denisenko
Eric Jankowski
Erin Alison Becker
Evan Williamson
Farah Shamma
Gabriel Devenyi
Gerard Capes
Giuseppe Profiti
Halle Burns
Hannah Burkhardt
Ian Lessing
Ian van der Linde
Jake Cowper Szamosi
James Baker
James Guelfi
Jarno Rantaharju
Jarosław Bryk
Jason Macklin
Jeffrey Oliver
John Pellman
Jonah Duckles
Jonny Williams
Katrin Leinweber
Kevin M. Buckley
Kunal Marwaha
Laurence
Marc Gouw
Marie-Helene Burle
Marisa Lim
Martha Robinson
Martin Feller
Megan Fritz
Michael Lascarides
Michael Zingale
Michele Hayslett
Mike Henry
Morgan Oneka
Murray Hoggett
Nicola Soranzo
Nicolas Barral
Noah D Brenowitz
Owen Kaluza
Patrick McCann
Peter Hoyt
Rafi Ullah
Raniere Silva
Ruud Steltenpool
Rémi Emonet
Stephan Schmeing
Stephen Jones
Stephen Leak
Stéphane Guillou
Susan J Miller
Thomas Mellan
Tim Dennis
Tom Dowrick
Travis Lilleberg
Victor Koppejan
Vikram Chhatre
Yee Mey
colinmorris
csqrs
earkpr
ekaterinailin
hugolio
jenniferleeucalgary
reshama shaikh
sjnair
Date Added:
08/07/2020
Multiple Devices Report
Conditional Remix & Share Permitted
CC BY-NC-SA
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This document presents an analysis of the use of multiple devices in the context of multimedia-based learning. The paper includes an empirical study of learners who have used multiple devices to access and engage with learning materials. The study findings reveal that the use of multiple devices can enhance the overall learning experience for learners by providing flexibility, convenience, and accessibility. However, the study also identified several challenges associated with the use of multiple devices, such as technical issues and cognitive overload. Based on the study findings, the paper provides recommendations for the implementation of training courses delivered with multiple devices, including the need for clear guidelines and policies, user-friendly interfaces, and technical support. Overall, this document provides valuable insights for educators and trainers interested in leveraging the potential of multiple devices for enhancing the learning experience.

Subject:
Education
Material Type:
Case Study
Author:
Cristina Ceccarelli
Joana Mendes
Martin Savchev
Peter Mazohl (EBI Austria)
Date Added:
05/07/2023
The Unix Shell
Unrestricted Use
CC BY
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Software Carpentry lesson on how to use the shell to navigate the filesystem and write simple loops and scripts. The Unix shell has been around longer than most of its users have been alive. It has survived so long because it’s a power tool that allows people to do complex things with just a few keystrokes. More importantly, it helps them combine existing programs in new ways and automate repetitive tasks so they aren’t typing the same things over and over again. Use of the shell is fundamental to using a wide range of other powerful tools and computing resources (including “high-performance computing” supercomputers). These lessons will start you on a path towards using these resources effectively.

Subject:
Applied Science
Computer Science
Mathematics
Measurement and Data
Material Type:
Module
Provider:
The Carpentries
Author:
Adam Huffman
Adam James Orr
Adam Richie-Halford
AidaMirsalehi
Alex Kassil
Alex Mac
Alexander Konovalov
Alexander Morley
Alix Keener
Amy Brown
Andrea Bedini
Andrew Boughton
Andrew Reid
Andrew T. T. McRae
Andrew Walker
Ariel Rokem
Armin Sobhani
Ashwin Srinath
Bagus Tris Atmaja
Bartosz Telenczuk
Ben Bolker
Benjamin Gabriel
Bertie Seyffert
Bill Mills
Brian Ballsun-Stanton
BrianBill
Camille Marini
Chris Mentzel
Christina Koch
Colin Morris
Colin Sauze
Damien Irving
Dan Jones
Dana Brunson
Daniel Baird
Daniel McCloy
Daniel Standage
Danielle M. Nielsen
Dave Bridges
David Eyers
David McKain
David Vollmer
Dean Attali
Devinsuit
Dmytro Lituiev
Donny Winston
Doug Latornell
Dustin Lang
Elena Denisenko
Emily Dolson
Emily Jane McTavish
Eric Jankowski
Erin Alison Becker
Ethan P White
Evgenij Belikov
Farah Shamma
Fatma Deniz
Filipe Fernandes
Francis Gacenga
François Michonneau
Gabriel A. Devenyi
Gerard Capes
Giuseppe Profiti
Greg Wilson
Halle Burns
Hannah Burkhardt
Harriet Alexander
Hugues Fontenelle
Ian van der Linde
Inigo Aldazabal Mensa
Jackie Milhans
Jake Cowper Szamosi
James Guelfi
Jan T. Kim
Jarek Bryk
Jarno Rantaharju
Jason Macklin
Jay van Schyndel
Jens vdL
John Blischak
John Pellman
John Simpson
Jonah Duckles
Jonny Williams
Joshua Madin
Kai Blin
Kathy Chung
Katrin Leinweber
Kevin M. Buckley
Kirill Palamartchouk
Klemens Noga
Kristopher Keipert
Kunal Marwaha
Laurence
Lee Zamparo
Lex Nederbragt
M Carlise
Mahdi Sadjadi
Marc Rajeev Gouw
Marcel Stimberg
Maria Doyle
Marie-Helene Burle
Marisa Lim
Mark Mandel
Martha Robinson
Martin Feller
Matthew Gidden
Matthew Peterson
Megan Fritz
Michael Zingale
Mike Henry
Mike Jackson
Morgan Oneka
Murray Hoggett
Nicola Soranzo
Nicolas Barral
Noah D Brenowitz
Noam Ross
Norman Gray
Orion Buske
Owen Kaluza
Patrick McCann
Paul Gardner
Pauline Barmby
Peter R. Hoyt
Peter Steinbach
Philip Lijnzaad
Phillip Doehle
Piotr Banaszkiewicz
Rafi Ullah
Raniere Silva
Robert A Beagrie
Ruud Steltenpool
Ry4an Brase
Rémi Emonet
Sarah Mount
Sarah Simpkin
Scott Ritchie
Stephan Schmeing
Stephen Jones
Stephen Turner
Steve Leak
Stéphane Guillou
Susan Miller
Thomas Mellan
Tim Keighley
Tobin Magle
Tom Dowrick
Trevor Bekolay
Varda F. Hagh
Victor Koppejan
Vikram Chhatre
Yee Mey
csqrs
earkpr
ekaterinailin
nther
reshama shaikh
s-boardman
sjnair
Date Added:
03/20/2017
inf-schule
Conditional Remix & Share Permitted
CC BY-SA
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Das elektronische Schulbuch inf-schule wird seit 2008 in sich dynamisch entwickelnden Versionen in Internet angeboten; im Internet-Archiv ist es seit 2009 dokumentiert.
Das Webangebot umfasst zur Zeit etwa 2000 Webseiten.
Das Webangebot www.inf-schule.de versteht sich als elektronisches Schulbuch. Zur Konzeption siehe: https://www.inf-schule.de/infschule/konzeption

Subject:
Applied Science
Computer Science
Education
Material Type:
Textbook
Author:
AG Informatik
Alex Domay
Anna Backes
Anna-Lena Schlachter
Bernd Fröhlich
Boris Briehl
Carsten Jung
Christa Papke
Christoph Oberweis
Christoph Schmidt
Christopher Hardt
Daniel Behr
Daniel Jonietz
Daniel Korz
Daniel Reinhardt
David Brittinger
David Wahl
Dominik Kraft
Dominik Leib
Dominique Ufer
Doris Visser-Wermuth
Eva Kern
Frank Schuck
Gregor Dschung
Gunther Jacobs
Hannes Heusel
Heiko Jochum
Hendrik Rombach
Jens Hubrich Jens Jessl
Johannes Klein
Johannes Merkert
Johannes Schildgen
Joshua Ginkel
Julia Gaa
Julia Müller
Katharina Löwen
Kevin Jösch
Klaus Becker
Klaus Merkert
Laura Witowski
Linda Leger
Manuel Froitzheim
Marco Schneider
Marion Stadtmüller
Martin Jakobs
Matheus Piechaczek
Michael Krauß Markus Rohe
Michael Rappold
Michael Savorić
Michael Schlemmer Matthias Reichel
Michèle Keller-Buttell
Niko Markus
Oliver Schneider
Pascal Deneaux
Patrick Haag
Peter Dauscher
Philippe Nix
Samuel Dietz
Sebastian Kapp
Silke Schneider
Stefan Müller
Stefan Schweickert
Stefan Zimmermann
Stefania Barzan
Sylvio Tabor
Thomas Karp
Thomas Mohr
U. Diewald
Ulrich Strautz
Volker Brustmeier
Wolfgang Mathea
Date Added:
01/28/2021