Global Certificate in AI Algorithms: Recurrent Networks
-- ViewingNowThe Global Certificate in AI Algorithms: Recurrent Networks is a comprehensive course designed to equip learners with the essential skills needed to excel in the AI industry. This course focuses on Recurrent Neural Networks (RNNs), a powerful class of algorithms used for processing sequential data in various applications such as natural language processing, speech recognition, and time series prediction.
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โข Introduction to Recurrent Neural Networks (RNNs)
โข Long Short-Term Memory (LSTM) networks
โข Gated Recurrent Unit (GRU) networks
โข Backpropagation Through Time (BPTT)
โข Training RNNs: Vanishing and Exploding Gradients
โข Sequence-to-Sequence Models
โข Advanced RNN Architectures: Bi-directional RNNs and Stacked RNNs
โข Natural Language Processing (NLP) with RNNs
โข Time Series Analysis using RNNs
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