Global Certificate in Accelerated Drug Design with AI
-- ViewingNowThe Global Certificate in Accelerated Drug Design with AI is a comprehensive course that addresses the growing need for AI-driven solutions in drug discovery. This certificate program emphasizes the importance of AI in accelerating drug design, significantly reducing costs, and increasing success rates.
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โข Introduction to Accelerated Drug Design: Overview of traditional drug discovery vs. accelerated drug design, drug discovery process, and the role of AI in drug design.
โข Fundamentals of Artificial Intelligence: Basics of AI, machine learning, and deep learning, with a focus on their applications in drug design.
โข Data Mining and Management: Techniques for data mining and management in drug design, including cheminformatics and bioinformatics.
โข Molecular Docking and Simulation: Principles and practices of molecular docking and simulation, including structure-based drug design.
โข Quantitative Structure-Activity Relationship (QSAR) Modeling: Overview of QSAR modeling, including ligand-based drug design and machine learning approaches.
โข De novo Drug Design: Introduction to de novo drug design, including AI-based approaches and scaffold hopping.
โข Clinical Translation and Regulatory Affairs: Overview of clinical translation and regulatory affairs in drug development, including AI's role in regulatory compliance.
โข Ethics and Intellectual Property: Ethical considerations in AI-driven drug design, including data privacy, biases, and intellectual property rights.
โข Capstone Project: Students will apply their knowledge to a real-world drug design problem, utilizing AI tools and techniques to develop a novel therapeutic candidate.
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