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1. 

   Pratima Jindal

   https://qubeshub.org/community/members/16787

2. Cleaning Data with R and the Tidyverse in Swirl

   09 Jun 2020 | Teaching Materials | Contributor(s):

   By Rachel Hartnett

   Oklahoma State University

   The overall goal is to help students learn common data cleaning procedures on a dataset once they’ve collected measurements and before they are able to start their analysis. This swirl lesson is...

   https://qubeshub.org/publications/1891/?v=1

3. Earth Analytics in Python Course

   01 Nov 2019 | Teaching Materials | Contributor(s):

   By Leah Wasser¹, Jenny Palomino¹, Chris Holdgraf²

   1. Earth Lab - University of Colorado, Boulder 2. University of California, Berkeley

   Earth analytics is an intermediate, multidisciplinary course that addresses major questions in Earth science and teaches students to use the analytical tools necessary to undertake exploration of...

   https://qubeshub.org/publications/1437/?v=1

4. Get Started With GIS in Open Source Python Workshop

   15 Oct 2019 | Teaching Materials | Contributor(s):

   By Leah Wasser¹, Jenny Palomino¹, Joe McGlinchy¹

   Earth Lab - University of Colorado, Boulder

   There are a suite of powerful open source python libraries that can be used to work with spatial data. Learn how to use geopandas, rasterio and matplotlib to plot and manipulate spatial data in...

   https://qubeshub.org/publications/1441/?v=1

5. Introduction to Version Control and Git Workshop

   15 Oct 2019 | Teaching Materials | Contributor(s):

   By Leah Wasser, Max Joseph

   Learn how to use version control with Git to work collaboratively and back up your work.

   https://qubeshub.org/publications/1443/?v=1

6. Writing Clean Code in R Workshop

   15 Oct 2019 | Teaching Materials | Contributor(s):

   By Max Joseph¹, Leah Wasser

   Earth Lab - University of Colorado, Boulder

   When working with data, you often spend the most amount of time cleaning your data. Learn how to write more efficient code using the tidyverse in R.

   https://qubeshub.org/publications/1442/?v=1

7. Introduction to Earth Data Science Textbook

   15 Oct 2019 | Teaching Materials | Contributor(s):

   By Jenny Palomino, Leah Wasser

   Introduction to Earth Data Science is an online textbook for anyone new to open reproducible science and the Python programming language. There are no prerequisites for this material, and no prior...

   https://qubeshub.org/publications/1440/?v=1

8. Earth Analytics in R Course

   15 Oct 2019 | Teaching Materials | Contributor(s):

   By Leah Wasser

   Earth Lab - University of Colorado, Boulder

   Earth analytics is an advanced, multidisciplinary course that addresses major questions in Earth science and teaches students to use the analytical tools necessary to undertake exploration of...

   https://qubeshub.org/publications/1439/?v=1

9. Earth Analytics Bootcamp Course

   15 Oct 2019 | Teaching Materials | Contributor(s):

   By Jenny Palomino¹, Leah Wasser

   Earth Lab - University of Colorado, Boulder

   The Earth Analytics Bootcamp is a three-week introductory-level course taught by instructors in Earth Lab and is a part of the Professional Certificate in Earth Data Analytics - Foundations at CU...

   https://qubeshub.org/publications/1438/?v=1

10. GMO Review Article

    Collections | 12 Oct 2019 | Posted by Vedham Karpakakunjaram

    https://qubeshub.org/community/groups/opening_the_pathway/collections/additional-resources-for-teaching-and-careers

11. Yeast Cell Growth

    09 Sep 2019 | Teaching Materials | Contributor(s):

    By Claudia Neuhauser

    University of Houston

    Numbers Count resource using Excel for data analysis

    https://qubeshub.org/publications/755/?v=2

12. 

    M. Chantale Damas

    https://qubeshub.org/community/members/12752

13. REMNet Tutorial, R Part 5: Normalizing Microbiome Data in R 5.2.19

    28 Aug 2019 | Teaching Materials | Contributor(s):

    By Jessica Joyner

    CUNY Brooklyn College

    Video on normalizing microbiome data from the Research Experiences in Microbiomes Network

    https://qubeshub.org/publications/1314/?v=1

14. REMNet Tutorial, Excel Part 2: Understanding Your Microbiome “Data Summary” Document 4.25.19

    28 Aug 2019 | Teaching Materials | Contributor(s):

    By Jimiane Ashe

    Video on understanding microbiome data from the Research Experiences in Microbiomes Network

    https://qubeshub.org/publications/1304/?v=1

15. REMNet Tutorial, Excel Part 1: Accessing Your Microbiome Data 5.3.19

    28 Aug 2019 | Teaching Materials | Contributor(s):

    By Jimiane Ashe

    Video on accessing microbiome data from the Research Experiences in Microbiomes Network

    https://qubeshub.org/publications/1303/?v=1

16. 

    M. Chantale Damas

    https://qubeshub.org/community/members/12652

17. 

    Kenneth Uche Obiakor

    https://qubeshub.org/community/members/12566

18. Processes that Regulate Patterns of Species and Genetic Diversity - Intro Environmental Science

    01 Jun 2019 | Teaching Materials | Contributor(s):

    By Megan Kelly

    Arrupe College of Loyola University Chicago

    This activity was adapted for use in an intro non-majors Environmental Science course, with an emphasis on collaborative data collection.

    https://qubeshub.org/publications/1267/?v=1

19. Investigating the Ecology of Mosquitoes and Birds in Hawaii

    22 May 2019 | Teaching Materials | Contributor(s):

    By Michelle Phillips

    Hawaii Community College

    Examining biotic and abiotic environmental factors explain the historic, present, and future prevalence and range of avian malaria in Hawaii. The activity also asks how this affects local...

    https://qubeshub.org/publications/1225/?v=1

20. 

    Vinay Kumar Singh

    https://qubeshub.org/community/members/11848