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Domain 04

Drug Discovery and Computational Pharmaceutical Science

Discovery Foundations and Research Data

  • Drug Discovery and Development in the Digital Era
  • Molecular Pharmacology and Biological Data Resources
  • Medicinal Chemistry and Molecular Representations
  • Experimental Design and Statistics for Discovery Research
  • Python for Drug Discovery Research

Targets, Molecules and Databases

  • Bioinformatics for Drug Target Identification
  • Protein Sequence Analysis and Target Evidence Mapping
  • Chemical Databases and Bioactivity Data Curation
  • Cheminformatics with RDKit
  • Structure-Activity Relationships and Molecular Descriptors

Computational Discovery Methods

  • Structural Bioinformatics and Protein Visualisation
  • Molecular Docking and Critical Interpretation
  • Virtual Screening and Compound Prioritisation
  • Quantitative Structure-Activity Relationship Modelling
  • Molecular Dynamics Simulation Fundamentals

AI, Validation and Translation

  • Machine Learning for Drug Discovery
  • Computational ADME and Toxicity Prediction
  • Multi-Omics Data for Target Discovery
  • Model Validation, Data Leakage and Reproducible Discovery
  • AI-Generated Molecules and Experimental Validation Concepts

Courses in this domain

Courses for this domain are in production.

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Biological Sciences and Biotechnology