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It's Your Data, Master It.
TensorFlow for Natural Language Processing
Overview
Skills Needed
Learn to apply TensorFlow for natural language processing tasks. Explore text preprocessing, sequence models, and NLP techniques with TensorFlow.
Basic understanding of natural language processing concepts
Proficiency in TensorFlow basics
Outline
Text Preprocessing with TensorFlow
Word Embeddings and Word2Vec
Recurrent Neural Networks (RNNs)
Long Short-Term Memory (LSTM) Networks
Sequence-to-Sequence Models
Attention Mechanisms
Transformer Models
Sentiment Analysis with TensorFlow
Named Entity Recognition (NER)
Best Practices for NLP with TensorFlow
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