Pharma & Life Sciences
AI for drug discovery, chemistry, genomics and pharma quality and regulation.
Beginner
Start here. No background needed beyond school maths.
Drug Discovery (UC San Diego)
How a medicine goes from idea to approval: targets, screening, medicinal chemistry, safety and clinical trials. Good context for where AI fits in pharma. Free to audit on Coursera; the certificate is paid.
Coursera
Getting Started with RDKit in Python
The official guide to RDKit, the most used open-source chemistry toolkit: reading molecules, drawing them, fingerprints and similarity, the starting point for any molecular machine learning.
RDKit
EMBL-EBI On-Demand Training
Free self-paced courses and webinars from Europe's bioinformatics institute on biological databases, data analysis and machine learning in the life sciences.
EMBL-EBI
ICH Quality Guidelines
The international quality guidelines pharma companies follow (stability, validation, good manufacturing practice). The source documents for pharma quality and regulatory projects.
ICH