01.01 natural language processing with transformers.mkv (1.46 MB)
01.02 how to use the exercise files.mkv (1.16 MB)
02.01 how transformers are used in nlp.mkv (15.06 MB)
02.02 transformers in production.mkv (2.89 MB)
02.03 transformers history.mkv (4.55 MB)
02.04 challenge bert model sizes.mkv (4.42 MB)
02.05 solution bert model sizes.mkv (5.62 MB)
03.01 bias in bert.mkv (9.33 MB)
03.02 how was bert trained.mkv (2.91 MB)
03.03 transfer learning.mkv (7.96 MB)
04.01 transformer architecture overview.mkv (3.2 MB)
04.02 bert model and tokenization.mkv (3.05 MB)
04.03 positional encodings and segment embeddings.mkv (5.47 MB)
04.04 tokenizers.mkv (7.82 MB)
04.05 self attention.mkv (3.16 MB)
04.06 multi head attention and feedforward network.mkv (1.71 MB)
05.01 bert and text classification.mkv (3.14 MB)
05.02 the datasets library.mkv (11.92 MB)
05.04 using a tokenizer.mkv (3.7 MB)
05.06 a training run.mkv (5.13 MB)
06.01 additional training runs.mkv (7.36 MB)