AI Text Summarization with Hugging Face

Files Included :

01 - AI Text Summarization with Hugging Face.mp4 (9.1 MB)
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01 - Prerequisites.mp4 (1.57 MB)
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02 - Extractive text summarization.mp4 (3.63 MB)
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03 - Intermediate representations for extractive summarization.mp4 (11.11 MB)
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04 - Evaluation metrics for summaries.mp4 (4.11 MB)
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01 - Exploring Hugging Face.mp4 (15.39 MB)
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02 - Signing up for Hugging Face.mp4 (2 MB)
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03 - The sumy library for extractive summarization.mp4 (10.29 MB)
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04 - Extractive text summarization on Hugging Face.mp4 (15.82 MB)
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01 - Abstractive text summarization.mp4 (3.81 MB)
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02 - Abstractive summarization using the Hosted Inference API on Hugging Face.mp4 (24.27 MB)
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01 - Sequence-to-sequence models.mp4 (5.89 MB)
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02 - Attention in sequence-to-sequence models.mp4 (4.54 MB)
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03 - A brief introduction to Transformers.mp4 (5.71 MB)
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04 - Transformers in Hugging Face.mp4 (8.45 MB)
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01 - Using Colab to work with Hugging Face Transformers.mp4 (7.9 MB)
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02 - Loading the CNN Daily Mail dataset.mp4 (14.87 MB)
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03 - Cleaning text data.mp4 (6.33 MB)
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04 - Generating summaries with Hugging Face Transformers.mp4 (13.15 MB)
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05 - Evaluating summaries using ROUGE scores.mp4 (9.48 MB)
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06 - Summarizing text and computing aggregate ROUGE scores.mp4 (11.22 MB)
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01 - Understanding tokenizers.mp4 (6.87 MB)
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02 - Fine-tuning the T5 small model.mp4 (18.86 MB)
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03 - Pushing the model to the Hugging Face Hub.mp4 (7.29 MB)
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04 - Summarizing text using the fine-tuned model.mp4 (18.93 MB)
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01 - Accessing the BBC dataset on Google Drive.mp4 (9.31 MB)
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02 - Instantiating and cleaning the BBC News summaries dataset.mp4 (13.85 MB)
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03 - Generating summaries using Pegasus.mp4 (13.13 MB)
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04 - Generating multiple summaries and computing aggregate ROUGE scores.mp4 (8.93 MB)
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05 - Generating summaries using BART.mp4 (8.84 MB)
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06 - Computing ROUGE metrics for a set of summaries.mp4 (7.2 MB)
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01 - Summary and next steps.mp4 (1.84 MB)
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Ex Files AI Text Hugging Face.zip (10 B)
ZIP