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[[file:Studying.png|right|frame|Case study notes<ref>http://www.flaticon.com/</ref>]] | [[file:Studying.png|right|frame|Case study notes<ref>http://www.flaticon.com/</ref>]] | ||
Learn this first: | |||
* [[Neural networks]] | |||
* [[Backpropagation through time (BPTT)]] | * [[Backpropagation through time (BPTT)]] | ||
Revision as of 08:08, 4 October 2024
Case study notes[1]
Learn this first:
- Backpropagation through time (BPTT)
- Bag-of-words
- Biases
- 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