Certificate in Deep Learning for Chemical Applications
-- ViewingNowThe Certificate in Deep Learning for Chemical Applications is a comprehensive course designed to equip learners with essential skills in deep learning techniques and their applications in the chemical industry. This course emphasizes the importance of harnessing artificial intelligence to drive innovation, solve complex problems, and improve efficiency in chemical processes.
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โข Introduction to Deep Learning & Chemical Applications
โข Neural Networks and Deep Learning Architectures
โข Mathematics for Deep Learning: Linear Algebra, Calculus, and Probability
โข Python Programming for Deep Learning: NumPy, Pandas, and TensorFlow
โข Convolutional Neural Networks (CNNs) in Chemistry
โข Recurrent Neural Networks (RNNs) and Long Short-Term Memory (LSTM) in Chemical Applications
โข Deep Learning for Quantitative Structure-Activity Relationships (QSAR)
โข Molecular Graph Convolutions and Graph Neural Networks (GNNs) in Chemistry
โข Transfer Learning and Domain Adaptation in Deep Learning for Chemical Applications
โข Ethics and Best Practices in Deep Learning for Chemical Research
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