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
    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

    858

    views

    517

    downloads

    0

    comments

    0

    adaptations

    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

    views

    492

    downloads

    0

    comments

    0

    adaptations

    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

    3792

    views

    1851

    downloads

    0

    comments

    0

    adaptations

    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

    2459

    views

    374

    downloads

    0

    comments

    0

    adaptations

    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

    1171

    views

    201

    downloads

    0

    comments

    0

    adaptations

    Exploring how climate will impact plant-insect distributions and interactions using open data and informatics
    This teaching module provides an entry point for students to learn about data science, open data repositories (e.g., citizen science data), and species distribution modeling to study the effects of...

    Keywords: modelingcitizen sciencehypothesis testingdata scienceclimate changeR programming languageBiodiversityplant animal interactionsinquiry-based learningspecies distributionseco-informatics

    1427

    views

    3105

    downloads

    0

    comments

    0

    adaptations

    Tree Biomass and Phenology
    This lesson centers around understanding the connection of tree biomass and phenology with climate change. It uses both swirl and LearnR lessons in the R programming language to help students make...
    660

    views

    351

    downloads

    0

    comments

    0

    adaptations

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

    Keywords: Rbiostatisticsstatistical analysisR Markdown

    1399

    views

    412

    downloads

    0

    comments

    0

    adaptations

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

    Keywords: data science2019 QUBES/BioQUEST Summer Workshop

    1176

    views

    789

    downloads

    0

    comments

    0

    adaptations

    An evolution curriculum designed around understanding the rise and spread of drug-resistant pathogens
    Poster on teaching concepts in evolution and data science skills in an upper level Biology elective at Spelman College presented at the 2018 QUBES/BioQUEST Summer Workshop

    Keywords: EvolutionRdata sciencedrug resistanceSummer Workshop 2018

    1400

    views

    161

    downloads

    0

    comments

    0

    adaptations

    Introduction to Data Management and Metadata using NEON aquatic macroinvertebrate data
    This lesson focuses on understanding metadata, the data about the data, using aquatic macroinvertebrate abundance and species information from a variety of NEON sampling locations.

    Keywords: data managementSpreadsheetmetadata

    2554

    views

    929

    downloads

    0

    comments

    0

    adaptations

    ICABL: An Inclusive Community for the Assessment of Biochemistry and Molecular Biology (BMB) Learning (RCN-UBE Introduction)
    ICABL is an inclusive and collaborative community that supports the professional development of biochemistry and molecular biology scientist-educators committed to the enhancement of student...

    Keywords: RCN-UBE Introduction

    680

    views

    107

    downloads

    0

    comments

    0

    adaptations

    R Reference Card
    Summary of reference info for using R

    Keywords: Rreference card

    1219

    views

    323

    downloads

    0

    comments

    0

    adaptations

    BioMolViz - Development of an Inclusive Community for the Instruction of Visualizing Biomolecules (RCN-Introduction)
    BioMolViz is a community dedicated to advancing biomolecular visualization education. We provide training, teaching tools and validated visual literacy assessments. The BioMolViz Library—our online...

    Keywords: RCN-UBE Introduction

    393

    views

    144

    downloads

    0

    comments

    0

    adaptations

    Applying phylogenetic tree building in MEGA X to forensic applications for identifying unknown specimens
    This exercise is designed to guide a learner through the construction of phylogenetic trees as a means of addressing research questions in forensic science such as the identification of previously...

    Keywords: taxonomyBioinformatics and GenomicsDNA Barcodinginvertebrate phylogeneticsforensic entomology

    1859

    views

    668

    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

    824

    views

    456

    downloads

    0

    comments

    0

    adaptations

    R for biologists
    An introductory guide to data analysis in R for life sciences researchers.

    Keywords: R

    1062

    views

    418

    downloads

    0

    comments

    0

    adaptations

    Introduction to R with Biodiversity Data
    Students will learn R basics while downloading biodiversity data from multiple data repositories. This module will walk students through installing R, navigating R,writing reproducible scripts in...
    2825

    views

    1474

    downloads

    0

    comments

    0

    adaptations

    IPMpack: an R package for Integral Projection Models
    IPMpack is an R package (R Development Core Team 2013) that allows users to build and analyse Integral Projection Models.

    Keywords: RR-Forgeanimalbiostatisticscomparative analysisecologylongitudinal datamodel comparisonmodel estimationprojectionssurvivaltime seriestrajectoryIPMintegral projection modelsResources @ QUBES - Software

    1529

    views

    429

    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

    227

    views

    169

    downloads

    0

    comments

    0

    adaptations

    Close

    Home

    Search