Professional Certificate in Drug Design: AI Advantage
-- ViewingNowThe Professional Certificate in Drug Design: AI Advantage is a course that highlights the importance of artificial intelligence in the pharmaceutical industry. With the rise of AI, the drug design and discovery process has been revolutionized, leading to improved accuracy and efficiency.
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โข Introduction to Drug Design: Fundamentals of drug design, drug discovery process, and the role of AI in accelerating drug discovery.
โข AI Techniques in Drug Design: Overview of AI techniques such as machine learning, deep learning, and neural networks and their applications in drug design.
โข Data Mining and Analysis in Drug Discovery: Using data mining and analysis techniques to identify potential drug candidates and predict their properties.
โข Molecular Docking and Simulation: Understanding molecular docking and simulation techniques and their role in drug design.
โข Quantitative Structure-Activity Relationship (QSAR) Modeling: QSAR modeling and its application in predicting the activity of drug candidates.
โข De Novo Design of Drugs: De novo design of drugs using AI techniques, including generative models and reinforcement learning.
โข Drug Repurposing with AI: Identifying new uses for existing drugs using AI techniques, including similarity search and network analysis.
โข Clinical Trial Design and Analysis: Designing and analyzing clinical trials using AI techniques, including predictive modeling and statistical analysis.
โข Ethical and Regulatory Considerations in AI-assisted Drug Design: Understanding the ethical and regulatory considerations of using AI in drug design, including data privacy, intellectual property, and regulatory compliance.
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