You are here: Home / Resources / Browse Resources

Open. Adaptable. Free.

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.

Text Search:
Applied Filters
    R for biologists
    An introductory guide to data analysis in R for life sciences researchers.

    Keywords: R

    1049

    views

    412

    downloads

    0

    comments

    0

    adaptations

    Downloading and Visualizing Project Data from the iNaturalist Database
    In this activity you will learn how to create a query, export, and download data from iNaturalist; load data into R; explore pollinator-plant interactions with R, and create heat map, bipartite,...

    Keywords: data visualizationplantsPlant EcologyPlant-insect interactionsnetwork#iNaturalistBLUEpollinators

    193

    views

    124

    downloads

    0

    comments

    0

    adaptations

    Linear Models and Linear Mixed Effects in R: Tutorial 1
    The first of two tutorials that introduce you to linear and linear mixed models.

    Keywords: statisticsmathematicsRdata analysisconceptsstatsregressionmixed modelslinear modelsfixed effectsResources @ QUBES - Teaching & Reference

    1710

    views

    324

    downloads

    0

    comments

    0

    adaptations

    Gaining familiarity with R and Work with NEON OS & IS data – Plant phenology & temperature - adaptation
    This adaptation introduces students to R and the NEON OS & IS data – Plant Phenology & Temperature tutorial. A planned extension will prompt students to develop a testable hypothesis, based on...

    Keywords: data in the classroomtool:rstudiophenologydata managementNEONtemperature

    2760

    views

    1432

    downloads

    0

    comments

    0

    adaptations

    Spreadsheet Data Analysis Terms and Shortened Tutorial 4
    Introductory students are asked to learn terms for descriptive statistics and complete a matching exercise. Tutorial 4 was shorted to just the full calculations of t values.

    Keywords: Scientific ProcessStatistics and MathScientific Methodology

    1290

    views

    616

    downloads

    0

    comments

    0

    adaptations

    Using genomic data and machine learning to predict antibiotic resistance: a tutorial paper
    Antibiotic resistance is a global public health concern. Bacteria have evolved resistance to most antibiotics, which means that for any given bacterial infection, the bacteria may be resistant to...

    Keywords: Tutorialmachine learningantibiotic-resistanceArtificial Intelligence

    190

    views

    113

    downloads

    0

    comments

    0

    adaptations

    Tackling "Big Data" with Biology Undergrads: A Simple RNA-seq Data Analysis Tutorial Using Galaxy
    Analyzing high-throughput DNA sequence data is a fundamental skill in modern biology. However, real and perceived barriers such as massive file sizes, substantial computational requirements, and...

    Keywords: bioinformaticsDNA sequenceRNAseqgene expression

    4887

    views

    890

    downloads

    0

    comments

    0

    adaptations

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

    Keywords: mathematicsRStudioformulascomputer programming2021 BIOMEparson's problems

    805

    views

    444

    downloads

    0

    comments

    0

    adaptations

    Social Distancing Simulation in NetLogo
    A NetLogo simulation that shows the effects of social distancing on the spread of infectious disease.
    952

    views

    443

    downloads

    0

    comments

    0

    adaptations

    REMNet Tutorial, R Part 2: Importing Your Microbiome Data into R 5.3.19
    Video on importing data into R from the Research Experiences in Microbiomes Network

    Keywords: growth mindsetVideoMicrobiology EducationR programming languagemicrobiomesmath attitudesResources @ BIOMAAPmistakesvalue of mistakesresearch in the classroomREMNeturban microbiomes

    1278

    views

    474

    downloads

    0

    comments

    0

    adaptations

    REMNet Tutorial, R Part 1: Getting Started in R with Microbiome Data 5.3.19
    Video on the basics of R software from the Research Experiences in Microbiomes Network

    Keywords: VideoMicrobiology EducationR programming languagemicrobiomesresearch in the classroomREMNeturban microbiomes

    1325

    views

    506

    downloads

    0

    comments

    0

    adaptations

    REMNet Tutorial, Excel Part 6: Making Microbiome Column Charts 5.3.19
    Video on creating column charts in Excel from the Research Experiences in Microbiomes Network

    Keywords: ExcelVideoMicrobiology Educationmicrobiomesresearch in the classroomREMNeturban microbiomes

    1168

    views

    427

    downloads

    0

    comments

    0

    adaptations

    REMNet Tutorial, Excel Part 5: Making Heat Maps 4.26.19
    Video on making heat maps in Excel from the Research Experiences in Microbiomes Network

    Keywords: ExcelVideoMicrobiology EducationMicrobiome researchresearch in the classroomREMNeturban microbiome

    1063

    views

    371

    downloads

    0

    comments

    0

    adaptations

    REMNet Tutorial, Excel Part 3: Organizing Your Microbiome Data 5.3.19
    Video on organizing microbiome using Excel from the Research Experiences in Microbiomes Network

    Keywords: ExcelVideoMicrobiology Educationmicrobiomesresearch in the classroomREMNeturban microbiomes

    1242

    views

    661

    downloads

    0

    comments

    0

    adaptations

    Cells of the Immune System
    This tutorial provides an overview of the immune system, concentrating on the roles played by B and T lymphocytes, and on the antigen-presentation system.
    1359

    views

    206

    downloads

    0

    comments

    0

    adaptations

    Electrical Activity of Neurons
    This tutorial describes how neurons generate action potentials, and how scientists measure neuronal activity and record the firing of individual neurons.

    Keywords: Resources @ HHMI - BioInteractiveAnatomy & PhysiologyNervous systemCell communication

    1257

    views

    247

    downloads

    0

    comments

    1

    adaptations

    Statistics for Biologists
    There is no disputing the importance of statistical analysis in biological research, but too often it is considered only after an experiment is completed, when it may be too late.

    Keywords: statisticsdata analysisexperimental design

    990

    views

    200

    downloads

    0

    comments

    0

    adaptations

    Mathematics for Biologists Problem Workbook
    This is a workbook of solved problems created by Dr. Juergen Gerlach at Radford University

    Keywords: math for biologymath for life sciencesworkbookproblem set

    1327

    views

    1342

    downloads

    0

    comments

    0

    adaptations

    2017-Gilbert-Lewis-Harvesting of renewable natural resource
    This is a resource to accompany a commercial text book and has a tutorial nature with some analysis and several good exercises

    Keywords: logisticmaximum sustainable yieldwhaleharvestrenewable resourceconstant harvest

    171

    views

    79

    downloads

    0

    comments

    0

    adaptations

    Electrical and chemical communication in the nervous system
    This activity guides students through an online tutorial to examine the electrical and chemical communication of neurons.

    Keywords: introductory biologyneurobiologyanatomy and physiologyCell communication

    1328

    views

    1178

    downloads

    0

    comments

    0

    adaptations

    Close

    Home

    Search