Professional Certificate in Natural Language Processing with Deep Learning
-- ViewingNowThe Professional Certificate in Natural Language Processing (NLP) with Deep Learning is a crucial course for those interested in the intersection of language and machine learning. NLP is a rapidly growing field, with applications in search engines, virtual assistants, and automated customer service.
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โข <strong>Introduction to Natural Language Processing (NLP)</strong>
โข Deep Learning Fundamentals
โข Word Embeddings and Word2Vec
โข Recurrent Neural Networks (RNNs) and Long Short-Term Memory (LSTM)
โข Convolutional Neural Networks (CNNs) for NLP
โข Sequence-to-Sequence Models and Attention Mechanisms
โข Transformers and BERT
โข NLP Applications: Sentiment Analysis, Text Classification, Named Entity Recognition, and Question Answering
โข Ethical Considerations in NLP and Deep Learning
โข Final Project: Applying NLP with Deep Learning Techniques
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