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Deep Learning for Natural Language Processing with Apache Singa

Overview

Skills Needed

Learn to apply deep learning to natural language processing with Apache Singa. Explore NLP tasks, word embeddings, and more. Enroll now!

  • Intermediate knowledge of Apache Singa fundamentals
  • Understanding of NLP concepts

Outline

  • Introduction to Natural Language Processing (NLP)
  • Text Preprocessing and Tokenization
  • Word Embeddings and Word2Vec
  • Text Classification with Deep Learning
  • Sequence-to-Sequence Models
  • Named Entity Recognition (NER)
  • Sentiment Analysis and Opinion Mining
  • Text Generation Techniques
  • Transfer Learning for NLP
  • Best Practices for NLP with Deep Learning and Apache Singa
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