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Deep Learning - Sequence Model & Advance NLP (DL002)


Description
This course is to learn about the sequence models and concepts in deep learning which will help in solving advance NLP problems
Content
  • Week 1
  • Sequence Models and Word Embeddings Links to Google Colab
  • Word2Vec (Youtube video for reference)
  • NLP DL Process summary deck
  • Sequence Models (Youtube Video for reference)
  • Working Example
  • Week 2
  • Transformers (Links)
  • BERT Simplified (Article)
  • BERT (Links)
  • Week 3
  • BERT - Working Example
  • ADDITIONAL REFRENCE LINKS
  • Playlist - Machine Learning
  • Word2Vec (Links)
  • Workshop on Symbolic and Numerical Methods for Tensors and Representation Theory
  • Sequence Models (Detailed Lectures)
Completion rules
  • All units must be completed