Masterclass Certificate in ML-Based Drug Discovery Solutions
-- ViewingNowThe Masterclass Certificate in ML-Based Drug Discovery Solutions is a comprehensive course that equips learners with essential skills in applying machine learning to drug discovery. This course is crucial in today's biotech and pharmaceutical industries, where ML-based drug discovery solutions are in high demand to expedite the drug development process, reduce costs, and increase success rates.
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โข Unit 1: Introduction to Machine Learning & Drug Discovery
โข Unit 2: Overview of ML Techniques in Drug Discovery
โข Unit 3: Data Mining & Management in Drug Discovery
โข Unit 4: Target Identification & Validation with ML
โข Unit 5: De novo Molecular Design & Optimization
โข Unit 6: High-Throughput Screening & ML Predictions
โข Unit 7: QSAR & QSPR Modeling for ADMET Properties
โข Unit 8: Multi-objective Optimization in ML-based Drug Discovery
โข Unit 9: Machine Learning Applications in Clinical Trials
โข Unit 10: Ethical Considerations & Regulations in AI-Driven Drug Discovery
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