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It's Your Data, Master It.
Natural Language Processing with Keras
Overview
Skills Needed
Learn to build natural language processing applications with Keras. Explore text classification techniques, sentiment analysis algorithms, and deep learning models for NLP with Keras.
Basic knowledge of deep learning concepts
Familiarity with Python programming
Outline
Introduction to Natural Language Processing
Text Preprocessing with Keras
Text Classification Techniques
Sentiment Analysis with Keras
Named Entity Recognition with Keras
Text Generation and Language Modeling
Sequence-to-Sequence Models for NLP
Transfer Learning for NLP
Model Deployment for NLP Applications
Case Studies in NLP with Keras
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