Global Certificate in Drug Design: AI Frontiers
-- ViewingNowThe Global Certificate in Drug Design: AI Frontiers is a comprehensive course that addresses the growing significance of Artificial Intelligence (AI) in drug discovery and design. This certificate program emphasizes the importance of AI in understanding and predicting drug-target interactions, optimizing pharmacokinetic and pharmacodynamic properties, and enabling more efficient clinical trial design.
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⢠Introduction to Drug Design: Basics of drug design, drug discovery process, and the importance of AI in drug design.
⢠Machine Learning in Drug Design: Overview of machine learning techniques, supervised and unsupervised learning, and their applications in drug design.
⢠Deep Learning for Drug Design: Introduction to deep learning, neural networks, and their use in drug design, including generative models.
⢠Molecular Dynamics Simulations: Basics of molecular dynamics simulations, force fields, and their role in drug design.
⢠Data Mining and Analysis in Drug Discovery: Techniques for data mining, data analysis, and big data in drug discovery, including cheminformatics and bioinformatics.
⢠AI-Driven Target Identification: Overview of target identification, omics technologies, and AI-driven approaches for target identification.
⢠AI in Clinical Trials: The use of AI in clinical trials, including trial design, patient recruitment, and outcome prediction.
⢠Ethics and Regulations in AI-Driven Drug Design: Ethical considerations, regulations, and legal issues in AI-driven drug design.
⢠Future Perspectives of AI in Drug Design: Discussion of future trends, opportunities, and challenges in AI-driven drug design.
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