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Preliminaries and Tutorials


To gain most of this workshop, you would need (if you have not already) familiarise yourself with the following concepts and skills:

If you lack familiarity with any of the preliminariy skills do not worry! We provide links to great third-party tutorials for you!


Machine Learning and NLP:

  • Basic understanding of ML concepts: model training and evaluation stages, loss functions, metrics
  • Familiarity with NLP domain: word embeddings, text data handling (e.g. tokenisation), familiar with classic NLP problems (e.g., text classifiction)
  • Basic knowledge of deep learning (gradients, backpropogation, activation functions)
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