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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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    2-005-LinearizeItAll-TechniqueNarrative
    Linear approximations are often used to simplify nonlinear ordinary differential equations (ODEs) for ease in analysis. The resulting linear approximation produces an ODE where closed form...

    Keywords: computationerrorTorricelli's Lawdata fittinglinear approximation

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    Adapting BioQUEST and QUBES Resources to Accelerate STEM Education Reform
    This informal presentation will provide an overview of the resources available from the BioQUEST Curriculum Consortium and the QUBES platform to support individuals and projects. These resources...
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    Fitting Exponential and Logistic Growth Models to Bacterial Cell Count Data
    In this activity, students will model a noisy set of bacterial cell count data using both exponential and logistic growth models. For each model the students will plot the data (or a linear...

    Keywords: modelingdata analysislinear regressiongraphingExponentsoptimizationcalculusInterpreting GraphsFunctionsqbccCellular and Molecular BiologyChoosing modelsUnderstanding ratesConcepts in Statisticsmeasurementsmanipulating equationscreating graphsExponential and Logarithmic Functionsinterpreting tables

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    Ecological Forecasting Student Resource: Overview of Forecasting, Potential Careers, Helpful Courses
    Are you an undergraduate or graduate student interested in learning more about ecological forecasting? Or do you work with students that are exploring career options? This is short resource...
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    Sequence Similarity: A Quick Introduction to Bioconductor
    Following the Sequence Similarity exercises by Kleinschmit, et al., this tutorial will guide students in using the Bioconductor suite of R packages to likewise compute sequence similarity.

    Keywords: bioinformaticssequencingNIBLSEmultiple sequence alignmentsequence similarityBLOSUM scoring matrixBioconductor

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    The Human Microbiome Biodiversity in Health and Disease
    The students will analyze the human gut and vaginal microbiomes in healthy and diseased states using diversity of bacteria as determined by 16SrRNA sequence.
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    Yeti or not: Do they exist?
    Through this 4-part bioinformatics case study, students will be led through the forensic analysis of putative Yeti artifacts based on published findings.

    Keywords: case studybioinformaticsNIBLSEBLAST12S sequencingYeti

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    QUBES: An education gateway for accelerating undergraduate biology education reform
    Poster about QUBES as an education gateway presented at the 2020 Partners@QUBES Leadership Summit.

    Keywords: cyberinfrastructureeducation gateway

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    Making bioinformatics tools classroom-friendly
    Poster on using Cyverse resources to make classroom that make using bioinformatics in the classroom a more manageable experience presented at the 2020 BIOME Institute: Cultivating Scientific Curiosity

    Keywords: bioinformaticsJupyterJupyter notebookBLASTCyVerseRNA sequencing

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    Introduction to UNIX command line
    A laboratory module for an upper-level undergraduate biology course in which students will be able to carry out simple tasks using the Unix command-line environment.

    Keywords: NIBLSEcommand lineUNIXsequence analysis

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    QUBES: An education gateway for professional development, OER sharing, and project support
    Poster about QUBES as an education gateway presented at the 2019 ASCN Transforming Institutions

    Keywords: cyberinfrastructureeducation gateway

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    Exploring the functionality of R
    Students work with example data to generate a length-weight plot and use lm() to obtain regression coefficients. Base plot functions are used to plot both the data and the regression line.
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    Discrete Modeling and Structures (Course Materials)
    These are the materials for DCS course offered at Bates College. This is a sampler of structures and ways they are used to model biological and social phenomena.

    Keywords: labsagent-based modelingoctavematlabDiscrete Difference Equationsmatrix modelscoursezombiesbiomath courseeconomicsdemonstrationin-class activitylab protocolproblem sethamlet

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    Marriage Model (with errors)
    Marriage age model for use with NetLogo and ABM material

    Keywords: computational modelagent-based modelsocial networksmarriageChapter 6Chapter 6.5

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    Addressing Complex, Emergent Risks in 21st Century Natural-Human Systems
    Presentation on wicked problems in natural-human systems

    Keywords: climate changeSummer Workshop 2018environmental systemsfinancial risksystem of systems

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    Using DNA Subway to Analyze Sequence Relationships
    This is a bioinformatics exercise using the DNA Subway Blue Line, a user-friendly pipeline of bioinformatics tools, to analyze a collection of mosquito DNA bar-code sequences.

    Keywords: phylogeneticsNIBLSEDNA BarcodingDNA sequenceBLASTmultiple sequence alignmentC1. Role of bioinformaticsC2. Computational conceptsC4. Bioinformatics toolsC5. Data retrievalC8. Data typesIncubated at NIBLSE

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    Integrating student research projects into mathematical biology courses
    Part of the 2015 SMB Minisymposium: Topics in Biomathematics Education

    Keywords: Mathematical Biologycourseproject

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    QUBES News, Highlights, and the Grand Opening of QUBESHub.org
    Abstract for a panel discussion about QUBES. Part of a minisymposium at BEER 2015.
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    Sequence Similarity: An inquiry based and "under the hood" approach for incorporating molecular sequence alignment in introductory undergraduate biology courses
    Introductory bioinformatics exercises often walk students through the use of computational tools, but often provide little understanding of what a computational tool does "under the...

    Keywords: BLASTmultiple sequence alignmentsequence similarityphylogramZika virusAlgorithmScoring Matrix

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    Computational Biology using R
    This is an introductory level course on computational biology.

    Keywords: simulationmoduleRcourseprojectsolutions

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