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Case study notes

• Backpropagation through time (BPTT)
• Bag-of-words
• Biases
  • Confirmation
  • Historical
  • Labelling
  • Linguistic
  • Sampling
  • Selection
• Dataset
• Deep learning
• Graphical processing unit (GPU)
• Hyperparameter tuning
• Large language model (LLM)
• Latency
• Long short-term memory (LSTM)
• Loss function
• Memory cell state
• Natural language processing
• Discourse integration
• Lexical analysis
• Pragmatic analysis
• Semantic analysis
• Syntactical analysis (parsing)
• Natural language understanding (NLU)
• Pre-processing
• Recurrent neural network (RNN)
• Self-attention mechanism
• Synthetic data
• Tensor processing unit (TPU)
• Transformer neural network (transformer NN)
• Vanishing gradient
• Weights

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