Biology Resources
Courses, teaching materials, and blogs for AI in drug discovery and life sciences.
Courses
AI in Drug Discovery: Hands-on Modeling of Safety Data
Instructor: Srijit Seal | Level: Intermediate
Practical ML/AI models for drug discovery, aimed at life science and safety sciences backgrounds.
Topics covered:
- QSAR modeling
- Toxicity prediction
- Model validation
- Interpretability
Blogs & Newsletters
| Resource | Focus |
|---|---|
| Practical Cheminformatics | Drug discovery, generative AI |
| AI in Drug Discovery | Industry and academic perspectives |
Benchmarks & Challenges
| Resource | Focus |
|---|---|
| Open Problems in Single-Cell Analysis | Community benchmarking for single-cell methods (Nature Biotechnology, 2025 ) |
Awesome Lists
| List | Focus |
|---|---|
| awesome-computational-biology | Comprehensive computational biology |
| awesome-small-molecule-ml | Drug discovery ML |
| awesome-drug-discovery | Drug discovery resources |