Path outcomes
Free resources for this path
Every resource listed here is free. No affiliate links. No sponsored placements.
Free citizen science platform for biodiversity observations with community-assisted species identification and GPS-tagged records. Use for the species identification step (≥20 species with documented key usage) and as the accessible data source for the experimental design and data collection steps. Millions of georeferenced species records are downloadable from GBIF, which aggregates iNaturalist data.
Free access to GenBank, SRA (Sequence Read Archive), PubMed, and BLAST. Use for designing a secondary data analysis on a named genomic or metagenomic dataset (experimental design step), downloading real sequence data for analysis (data collection step), and searching primary literature (literature review step). The authoritative free source for biological sequence data and biomedical literature.
Free, open access to hundreds of millions of biodiversity occurrence records — species observations with location, date, and methodology metadata. Use as the accessible alternative to field data collection: design a study on a GBIF dataset, document the sampling methodology, and apply appropriate statistical analysis. Every record is citable with a DOI.
Free access to millions of full-text biomedical and life sciences research articles. Use for the systematic literature review step (PRISMA methodology) and for sourcing primary literature in the Introduction and Discussion of the research report. PubMed Central provides open-access full text; PubMed covers the broader indexed literature with abstracts always free.
Growth Path Credential
Complete all 2 required outcomes to earn your immutable, publicly verifiable Growth Path Credential.