Programming For Ai Ai504 Fall
Programming For Ai Ai504 Fall Information Guide
Introduction of Programming For Ai Ai504 Fall
Basic machine learning: - Supervised, unsupervised, reinforcement learning - Optimization: Objective function, loss function, ... BERT & GPT - Word embedding review - Contextualized word embedding (ELMo, GPT-1, BERT) - GPT-2 & GPT-3 & ChatGPT ... Image to Text - Dataset preprocessing (Flickr 8k) - Show, Attend and Tell implementation: encoder, attention module, docoder ... Transformers - Prepare input - Implement Transformer - Train and Evaluate - Visualize attention. Image to Text (image captioning) - Dataset preprocessing (Flickr 8k) - Show, Attend and Tell implementation: encoder, attention ... BERT & GPT - Word embedding review - Contextualized word embedding (ELMo, GPT) - BERT - GPT-2 & GPT-3.
Transformer - Self-attention - Multi-head attention - Transformer (encoder) - Positional encoding - Sequence-to-sequence with ...
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Last Updated: June 12, 2026
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