from 4 to 360h flexible workload
valid certificate in your country
What will I learn?
This Cheminformatics Course provides practical skills to curate small QSAR datasets, standardise structures, resolve duplicates, and harmonise activity units for reliable analysis. Learn to retrieve and filter public bioactivity data, compute and select meaningful descriptors, build and validate robust models for limited data, interpret feature importance, and plan focused experimental follow-up with fully reproducible workflows.
Elevify advantages
Develop skills
- Curate QSAR data: clean structures, harmonise units, and build robust small sets.
- Retrieve bioactivity data: mine ChEMBL, PubChem, and DrugBank with confidence.
- Compute molecular descriptors: generate 2D fingerprints and key ADME properties fast.
- Build and validate QSAR models: apply CV, metrics, and feature selection correctly.
- Interpret models chemically: map features to design ideas and prioritise new analogs.
Suggested summary
Before starting, you can change the chapters and workload. Choose which chapter to start with. Add or remove chapters. Increase or decrease the course workload.What our students say
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