Undergraduate Certificate in Sequence Models in Deep Learning Algorithms
-- ViewingNowThe Undergraduate Certificate in Sequence Models in Deep Learning Algorithms is a comprehensive course that focuses on the application of deep learning algorithms to sequence data. This certificate program is designed to equip learners with essential skills in analyzing and modeling sequence data, which is highly relevant in various industries such as natural language processing, speech recognition, and bioinformatics.
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โข Introduction to Deep Learning
โข Sequence Models in Deep Learning
โข Primary Keyword: Recurrent Neural Networks (RNNs)
โข Long Short-Term Memory (LSTM)
โข Gated Recurrent Units (GRUs)
โข Convolutional Neural Networks (CNNs) for Sequence Data
โข Sequence to Sequence Models
โข Attention Mechanisms in Sequence Models
โข Applications of Sequence Models in Deep Learning
โข Evaluation Metrics for Sequence Models
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