Global Certificate in Drug Discovery: A Machine Learning Approach
-- ViewingNowThe Global Certificate in Drug Discovery: A Machine Learning Approach is a comprehensive course that addresses the growing need for integrating machine learning in drug discovery processes. This certification emphasizes the importance of data-driven decision making and predictive modeling in pharmaceutical R&D, thereby reducing costs and time associated with traditional methods.
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โข Unit 1: Introduction to Drug Discovery & Machine Learning
โข Unit 2: Data Mining & Feature Engineering for Drug Discovery
โข Unit 3: Machine Learning Algorithms in Drug Discovery
โข Unit 4: Deep Learning & Neural Networks in Drug Discovery
โข Unit 5: QSAR & Quantitative Drug Design
โข Unit 6: Molecular Dynamics & Simulations
โข Unit 7: Virtual Screening & High-Throughput Screening
โข Unit 8: Case Studies of Machine Learning in Drug Discovery
โข Unit 9: Ethical Considerations & Regulations in Drug Discovery
โข Unit 10: Future Perspectives of Machine Learning in Drug Discovery
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