Free learning resources
Every resource curated across all roadmaps, in one searchable place. 55 shown.
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docs · 2661
article · 1109
course · 762
opensource · 470
video · 364
practice · 264
tool · 239
book · 172
opensource
Biopython documentation
Biotechnology / Biotechnology · AI and Data Science in Biotech
opensource
RDKit cheminformatics
Biotechnology / Biotechnology · Molecular Docking
opensource
nf-core community pipelines
Biotechnology / Biotechnology · Computational Biology
opensource
nf-core community pipelines
Biotechnology / Biotechnology · AI and Data Science in Biotech
opensource
nf-core community pipelines
Biotechnology / Biotechnology · NGS Pipelines
opensource
DeepChem
Biotechnology / Biotechnology · Deep Learning for Imaging
opensource
GROMACS simulation package
Biotechnology / Biotechnology · Structural Biology and CADD
opensource
COBRApy metabolic modelling
Biotechnology / Biotechnology · Gene Circuit Design
opensource
nf-core community pipelines
Biotechnology / Biotechnology · Bioinformatician 90k 150k
opensource
Bioconductor project
Biotechnology / Biotechnology · R and Bioconductor
opensource
Seurat single cell toolkit
Biotechnology / Biotechnology · Single Cell Analysis
opensource
SnpEff variant annotation
Biotechnology / Biotechnology · Variant Calling
opensource
ESM protein language models
Biotechnology / Biotechnology · Generative Protein Design
opensource
nf-core community pipelines
Biotechnology / Biotechnology · Biotech Data Sci 110k+
opensource
COBRApy metabolic modelling
Biotechnology / Biotechnology · Metabolism and Pathways
opensource
ESM protein language models
Biotechnology / Biotechnology · Protein Designer 110k+
opensource
BioContainers registry
Biotechnology / Biotechnology · Workflows and Cloud
opensource
RDKit cheminformatics
Biotechnology / Biotechnology · ADMET and Pharmacokinetics
opensource
AutoDock Vina
Biotechnology / Biotechnology · Molecular Docking
opensource
DeepChem
Biotechnology / Biotechnology · Cheminformatics
opensource
RFdiffusion protein design
Biotechnology / Biotechnology · AI and Data Science in Biotech
opensource
RDKit cheminformatics
Biotechnology / Biotechnology · Molecular Dynamics
opensource
ImageJ and Fiji
Biotechnology / Biotechnology · Deep Learning for Imaging
opensource
RDKit cheminformatics
Biotechnology / Biotechnology · Structural Biology and CADD
opensource
Biopython documentation
Biotechnology / Biotechnology · Flux Balance Analysis
opensource
Biopython documentation
Biotechnology / Biotechnology · BLAST and Homology
opensource
Biopython documentation
Biotechnology / Biotechnology · Python for Biology
opensource
COBRApy metabolic modelling
Biotechnology / Biotechnology · Flux Balance Analysis
opensource
Biopython documentation
Biotechnology / Biotechnology · Sequence Alignment
opensource
COBRApy metabolic modelling
Biotechnology / Biotechnology · Synthetic Biology
opensource
ProteinMPNN sequence design
Biotechnology / Biotechnology · Generative Protein Design
opensource
DeepChem
Biotechnology / Biotechnology · Biotech Data Sci 110k+
opensource
COBRApy metabolic modelling
Biotechnology / Biotechnology · Metabolic Engineering
opensource
ProteinMPNN sequence design
Biotechnology / Biotechnology · Protein Designer 110k+
opensource
Bioconductor project
Biotechnology / Biotechnology · Single Cell Analysis
opensource
nf-core community pipelines
Biotechnology / Biotechnology · Workflows and Cloud
opensource
Bioconductor project
Biotechnology / Biotechnology · Machine Learning for Bio
opensource
RDKit cheminformatics
Biotechnology / Biotechnology · Cheminformatics
opensource
Bioconductor project
Biotechnology / Biotechnology · AI and Data Science in Biotech
opensource
GROMACS simulation package
Biotechnology / Biotechnology · Molecular Dynamics
opensource
Biopython documentation
Biotechnology / Biotechnology · Computational Biology
opensource
AutoDock Vina
Biotechnology / Biotechnology · Structural Biology and CADD
opensource
Biopython documentation
Biotechnology / Biotechnology · Biological Databases
opensource
Biopython documentation
Biotechnology / Biotechnology · Protein Structure
opensource
Bioconductor project
Biotechnology / Biotechnology · Epigenetics
opensource
Seurat single cell toolkit
Biotechnology / Biotechnology · R and Bioconductor
opensource
ESM protein language models
Biotechnology / Biotechnology · AlphaFold and Prediction
opensource
RFdiffusion protein design
Biotechnology / Biotechnology · Generative Protein Design
opensource
Biopython documentation
Biotechnology / Biotechnology · Bioinformatician 90k 150k
opensource
Scanpy single cell analysis
Biotechnology / Biotechnology · Single Cell Analysis
opensource
nf-core community pipelines
Biotechnology / Biotechnology · Variant Calling
opensource
Biopython documentation
Biotechnology / Biotechnology · Homology Modelling
opensource
RFdiffusion protein design
Biotechnology / Biotechnology · Protein Designer 110k+
opensource
DeepChem
Biotechnology / Biotechnology · Machine Learning for Bio
opensource
Biopython documentation
Biotechnology / Biotechnology · Central Dogma