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Practical Machine Learning
  • Practical Machine Learning
  • Neural Networks
    • Effective Training and Debugging of a Neural Network
  • Natural Language processing
    • overview
    • Basics of Language Processing
    • Feature Extraction Methods
      • Basic Feature Extraction Methods
      • Advanced Feature Extraction methods-Word2Vec
    • Text Classification
      • Machine Learning Algorithms
      • Deep Learning Algorithms
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  1. Natural Language processing
  2. Text Classification

Deep Learning Algorithms

PreviousMachine Learning Algorithms

Last updated 5 years ago

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There are many types of neural networks to solve the text classification problem. some of them are

  • Feed Forward Neural Network

  • Convolutional Neural Network

  • Recurrent Neural Network

    • LSTM

    • GRU

  • Transformers

I am assuming, you already know about basics of DL and these all types of networks. If not, please refer below course from MIT till lecture 3.

MIT Deep Learning 6.S191MIT Deep Learning 6.S191