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[ FreeCourseWeb com ] Linkedin - Transformers - Text Classification for NLP Using BERT
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01 - Introduction
01 - Natural language processing with transformers.mp4
01 - Natural language processing with transformers.srt
02 - How to use the exercise files.mp4
02 - How to use the exercise files.srt
02 - 1. NLP and Transformers
01 - How transformers are used in NLP.mp4
01 - How transformers are used in NLP.srt
02 - Transformers in production.mp4
02 - Transformers in production.srt
03 - Transformers history.mp4
03 - Transformers history.srt
04 - Challenge BERT model sizes.mp4
04 - Challenge BERT model sizes.srt
05 - Solution BERT model sizes.mp4
05 - Solution BERT model sizes.srt
03 - 2. BERT and Transfer Learning
01 - Bias in BERT.mp4
01 - Bias in BERT.srt
02 - How was BERT trained.mp4
02 - How was BERT trained.srt
03 - Transfer learning.mp4
03 - Transfer learning.srt
04 - 3. Transformer Architecture and BERT
01 - Transformer Architecture overview.mp4
01 - Transformer Architecture overview.srt
02 - BERT model and tokenization.mp4
02 - BERT model and tokenization.srt
03 - Positional encodings and segment embeddings.mp4
03 - Positional encodings and segment embeddings.srt
04 - Tokenizers.mp4
04 - Tokenizers.srt
05 - Self-attention.mp4
05 - Self-attention.srt
06 - Multi-head attention and feedforward network.mp4
06 - Multi-head attention and feedforward network.srt
05 - 4. Text Classification
01 - BERT and text classification.mp4
01 - BERT and text classification.srt
02 - The Datasets library.mp4
02 - The Datasets library.srt
03 - Overview of IMDb dataset.mp4
03 - Overview of IMDb dataset.srt
04 - Using a tokenizer.mp4
04 - Using a tokenizer.srt
05 - Tiny IMDb.mp4
05 - Tiny IMDb.srt
06 - A training run.mp4
06 - A training run.srt
06 - Conclusion
01 - Additional training runs.mp4
01 - Additional training runs.srt
Bonus Resources.txt
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