Natural Language Processing (NLP)

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• Wikipedia
• Natural Language Toolkits
• Long Short-Term Memory (LSTM), Gated Recurrent Unit (GRU), and Recurrent Neural Network (RNN)
• Global Vectors for Word Representation (GloVe)
• Word2Vec
• Doc2Vec
• Bag-of-Words (scikit-learn: Count Vectorizer)
• Latent Dirichlet Allocation (LDA)
• Autoencoders / Encoder-Decoders
• AI-Powered Search
• Neural Coreference
• Deep Q Learning (DQN)
• 7 types of Artificial Neural Networks for Natural Language Processing
• Combination of Convolutional and Recurrent Neural Network for Sentiment Analysis of Short Texts | Xingyou Wang, Weijie Jiang, Zhiyong Luo

• Courses:
  • Natural Language Processing with Deep Learning | Stanford
  • Natural Language Processing | Higher School of Economics
  • Deep Learning for Natural Language Processing | Oxford - Phil Blunsom

Speech recognition, speech translation, understanding complete sentences, understanding synonyms of matching words, sentiment analysis, and writing complete grammatically correct sentences and paragraphs.