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Resources created by our members and partners.

The QUBES platform hosts hundreds of teaching materials, reference materials, and cloud-based software free to use and adapt using open Creative Commons licenses.

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    LearnR Apps
    Presentation on using the LearnR software in teaching. Presented at the 2021 BIOME Institute

    Keywords: mathematicsRStudioformulascomputer programming2021 BIOMEparson's problems

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    Data Analysis for the Life Sciences
    An online stats book written completely in R

    Keywords: Rbiostatisticsstatistical analysisR Markdown

    1399

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    412

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    An Introduction to Statistical Learning: with Applications in R
    This book provides an introduction to statistical learning methods and is aimed for upper level undergraduate students, masters students and Ph.D. students in the non-mathematical sciences.

    Keywords: linear regressiontextbookclassificationcourseclustering coefficientR programming languagestatistical learningmachine learninglogistic regressionresamplingmodel selectionGeneralized additive modelsdecision treesprincipal components analysisMOOCResources @ QUBES - Teaching & Reference

    3793

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    An Introduction to agent-based modeling.
    Introductory level textbook based on a collection of lecture notes from an undergraduate course on agent-based modeling at Arizona State University.

    Keywords: textbookcurriculumNetLogoagent-based modelingIndividual & Agent Based Modelingcourseundergraduate educationResources @ QUBES - Teaching & Reference

    2129

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    252

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    Teaching introductory bioinformatics with Jupyter notebook-based active learning
    Presentation on teaching introductory bioinformatics with Jupyter notebook-based active learning at the 2019 Great Lakes Bioinformatics Conference

    Keywords: biostatisticsstatistical analysisavian malariaSummer Workshop 2018

    1376

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    Teaching R with Swirl
    Session presentation on using Swirl, an interactive platform for learning and teaching R in the R console

    Keywords: Rdata analysisprogrammingSummer Workshop 2018Swirl

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    Undergraduate Research Experiences in Computational Science at a Community College
    Resource from the 2015 BioQUEST Summer Workshop

    Keywords: computer simulationscomputational modelInterdisciplinary STEMcomputational toolscommunity colleges

    1444

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    A Quick Guide to Teaching R Programming to Computational Biology Students
    An introduction from an experienced educator in teaching R to computational biology graduate students.

    Keywords: Rcomputational biology

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    201

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    Web Popgen
    A Hardy-Weinberg simulation program.

    Keywords: Hardy-Weinbergpopulation geneticscomputer simulationsGenetic DriftmutationNatural Selection

    2111

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    345

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    Introducing Students to Data Science
    Presentation on data science at the 2019 BioQUEST & QUBES Summer Workshop

    Keywords: data science2019 QUBES/BioQUEST Summer Workshop

    1176

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    Ocean Acidification: Predator-Prey Interactions of Intertidal Snails and Sea Stars
    This lesson discusses ocean acidification, its causes, and the potential dangers that it may pose to aquatic ecosystems by analyzing the relationship between intertidal invertebrates. While...

    Keywords: predator-prey interactionsocean acidification

    537

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    Tools: New tools for new science
    A collection of computational, modeling and data analysis tools developed at Microsoft Research Labs.

    Keywords: modelingdata analysisdatacomputational toolsdata visualization

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    Quantitative Evolutionary Biology on the QUBESHub
    Abstract for a presentation about QUBES given at the Evolution 2015 Conference Education Strand.

    Keywords: Evolution

    1170

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    50

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    ModelSim Population Biology Unit
    This resource provides rich student modeling activities and materials, teacher resources, and much more, in the realm of agent based models applied to population biology.

    Keywords: modelingsimulationmoduleEvolutioncase studycurriculumagent-based modelpopulation modeldemonstrationin-class activityPresentation

    1304

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    QB@CC- Quantitative Biology at Community Colleges (RCN-UBE Introduction)
    Quantitative Biology at Community Colleges (QB@CC) is a National Science Foundation (NSF) supported project that received funding in 2019. The long-term goal of QB@CC is to drive the disciplinary...

    Keywords: RCN-UBE Introduction

    457

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    221

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    Module M.1 R basics for data exploration and management
    Introduction to Primate Data Exploration and Linear Modeling with R was created with the goal of providing training to undergraduate biology students on data management and statistical analysis...

    Keywords: R programming languageprimatespopulation ecology

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    Genome Hunters: A Quantitative Biology Course-Based Undergraduate Research Experience (CURE)
    Poster outlining the process of designing, implementing, and assessing a new quantitative biology CURE course series. Presented at the 2021 BIOME Institute.

    Keywords: quantitative biologycourse-based undergraduate research experienceCURE2021 BIOME

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    Overview of the Genomics Education Partnership
    Poster exhibited at the National Association of Biology Teachers (NABT) 2022 conference providing an overview of the Genomics Education Partnership including its benefits to faculty, students, and...

    Keywords: course-based undergraduate research experienceGenomics Education PartnershipNABT 2022

    796

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    110

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    NSITE - Networking STEM Initiatives to Enhance Adoption of Evidence-Based Practices (RCN-UBE Introduction)
    NSITE is a network of national STEM transformation organizations. The goal of NSITE is to provide a venue for these organizations, that have typically operated in parallel on projects related to...

    Keywords: RCN-UBE Introduction

    292

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    78

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    The RIOS Institute Strategic Plan
    The Institute for a Racially Just, Inclusive, and Open STEM Education (RIOS Institute) is a virtual synthesis center led by a diverse set of individuals at the interface of open education, STEM...
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