Professional Certificate in Network Biology Network Mapping
-- ViewingNowThe Professional Certificate in Network Biology Network Mapping is a comprehensive course that equips learners with essential skills in network biology, a rapidly growing field. This course is crucial in today's data-driven world, where understanding biological systems and diseases requires analyzing complex networks of interactions.
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โข Introduction to Network Biology: Basics of network biology, importance and applications, fundamental concepts and terminologies.
โข Graph Theory: Basic concepts, graph representations, graph algorithms, network centrality measures.
โข Data Analysis and Visualization: Data preprocessing, data exploration, data visualization, network visualization tools.
โข Building Molecular Interaction Networks: Protein-protein interaction networks, metabolic networks, gene regulatory networks, signaling networks.
โข Network Mapping Techniques: Network alignment, network clustering, network diffusion, network dynamics.
โข Network-based Drug Discovery: Target identification, target prioritization, drug repurposing, network pharmacology.
โข Machine Learning in Network Biology: Supervised learning, unsupervised learning, semi-supervised learning, deep learning in network biology.
โข Case Studies in Network Biology: Real-world examples of network biology applications in systems biology, biomedical research, and drug discovery.
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