Filename Size ~Get Your Files Here !/01 - Introduction/01 - Natural language processing with transformers.mp4 1.5 MB ~Get Your Files Here !/01 - Introduction/01 - Natural language processing with transformers.srt 1.1 KB ~Get Your Files Here !/01 - Introduction/02 - How to use the exercise files.mp4 1.2 MB ~Get Your Files Here !/01 - Introduction/02 - How to use the exercise files.srt 797 B ~Get Your Files Here !/02 - 1. NLP and Transformers/01 - How transformers are used in NLP.mp4 15.4 MB ~Get Your Files Here !/02 - 1. NLP and Transformers/01 - How transformers are used in NLP.srt 8.1 KB ~Get Your Files Here !/02 - 1. NLP and Transformers/02 - Transformers in production.mp4 3 MB ~Get Your Files Here !/02 - 1. NLP and Transformers/02 - Transformers in production.srt 2.7 KB ~Get Your Files Here !/02 - 1. NLP and Transformers/03 - Transformers history.mp4 4.7 MB ~Get Your Files Here !/02 - 1. NLP and Transformers/03 - Transformers history.srt 5.4 KB ~Get Your Files Here !/02 - 1. NLP and Transformers/04 - Challenge BERT model sizes.mp4 7.4 MB ~Get Your Files Here !/02 - 1. NLP and Transformers/04 - Challenge BERT model sizes.srt 4.1 KB ~Get Your Files Here !/02 - 1. NLP and Transformers/05 - Solution BERT model sizes.mp4 9.3 MB ~Get Your Files Here !/02 - 1. NLP and Transformers/05 - Solution BERT model sizes.srt 4.6 KB ~Get Your Files Here !/03 - 2. BERT and Transfer Learning/01 - Bias in BERT.mp4 9.5 MB ~Get Your Files Here !/03 - 2. BERT and Transfer Learning/01 - Bias in BERT.srt 5.2 KB ~Get Your Files Here !/03 - 2. BERT and Transfer Learning/02 - How was BERT trained.mp4 3 MB ~Get Your Files Here !/03 - 2. BERT and Transfer Learning/02 - How was BERT trained.srt 3.6 KB ~Get Your Files Here !/03 - 2. BERT and Transfer Learning/03 - Transfer learning.mp4 8.3 MB ~Get Your Files Here !/03 - 2. BERT and Transfer Learning/03 - Transfer learning.srt 8.8 KB ~Get Your Files Here !/04 - 3. Transformer Architecture and BERT/01 - Transformer Architecture overview.mp4 3.3 MB ~Get Your Files Here !/04 - 3. Transformer Architecture and BERT/01 - Transformer Architecture overview.srt 3.8 KB ~Get Your Files Here !/04 - 3. Transformer Architecture and BERT/02 - BERT model and tokenization.mp4 3.2 MB ~Get Your Files Here !/04 - 3. Transformer Architecture and BERT/02 - BERT model and tokenization.srt 4.2 KB ~Get Your Files Here !/04 - 3. Transformer Architecture and BERT/03 - Positional encodings and segment embeddings.mp4 5.7 MB ~Get Your Files Here !/04 - 3. Transformer Architecture and BERT/03 - Positional encodings and segment embeddings.srt 6.5 KB ~Get Your Files Here !/04 - 3. Transformer Architecture and BERT/04 - Tokenizers.mp4 8 MB ~Get Your Files Here !/04 - 3. Transformer Architecture and BERT/04 - Tokenizers.srt 4.9 KB ~Get Your Files Here !/04 - 3. Transformer Architecture and BERT/05 - Self-attention.mp4 3.3 MB ~Get Your Files Here !/04 - 3. Transformer Architecture and BERT/05 - Self-attention.srt 4.4 KB ~Get Your Files Here !/04 - 3. Transformer Architecture and BERT/06 - Multi-head attention and feedforward network.mp4 1.8 MB ~Get Your Files Here !/04 - 3. Transformer Architecture and BERT/06 - Multi-head attention and feedforward network.srt 2.1 KB ~Get Your Files Here !/05 - 4. Text Classification/01 - BERT and text classification.mp4 3.3 MB ~Get Your Files Here !/05 - 4. Text Classification/01 - BERT and text classification.srt 3.6 KB ~Get Your Files Here !/05 - 4. Text Classification/02 - The Datasets library.mp4 12.2 MB ~Get Your Files Here !/05 - 4. Text Classification/02 - The Datasets library.srt 6.1 KB ~Get Your Files Here !/05 - 4. Text Classification/03 - Overview of IMDb dataset.mp4 6 MB ~Get Your Files Here !/05 - 4. Text Classification/03 - Overview of IMDb dataset.srt 3.4 KB ~Get Your Files Here !/05 - 4. Text Classification/04 - Using a tokenizer.mp4 3.8 MB ~Get Your Files Here !/05 - 4. Text Classification/04 - Using a tokenizer.srt 2.8 KB ~Get Your Files Here !/05 - 4. Text Classification/05 - Tiny IMDb.mp4 15.7 MB ~Get Your Files Here !/05 - 4. Text Classification/05 - Tiny IMDb.srt 9.3 KB ~Get Your Files Here !/05 - 4. Text Classification/06 - A training run.mp4 5.3 MB ~Get Your Files Here !/05 - 4. Text Classification/06 - A training run.srt 3.2 KB ~Get Your Files Here !/06 - Conclusion/01 - Additional training runs.mp4 7.5 MB ~Get Your Files Here !/06 - Conclusion/01 - Additional training runs.srt 4.9 KB ~Get Your Files Here !/Bonus Resources.txt 386 B