Applied AI Building NLP Apps with Hugging Face Transformers

Files Included :

01 - Building NLP apps with Transformers mp4.mp4 (5.13 MB)
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02 - Course coverage and prerequisites mp4.mp4 (4.05 MB)
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03 - Setting up the exercise files mp4.mp4 (7.76 MB)
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04 - Question-answering in NLP mp4.mp4 (3.08 MB)
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05 - Types of question-answering mp4.mp4 (2.88 MB)
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06 - Building a Qu-An pipeline mp4.mp4 (6.41 MB)
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07 - The SQuAD metric mp4.mp4 (3.03 MB)
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08 - Evaluating Qu-An performance mp4.mp4 (6.31 MB)
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09 - Text summarization in NLP mp4.mp4 (3.84 MB)
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10 - The BART model architecture mp4.mp4 (1.46 MB)
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11 - Summarization with pipelines mp4.mp4 (5.6 MB)
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12 - The ROUGE score mp4.mp4 (1.87 MB)
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13 - Evaluating with ROUGE mp4.mp4 (4.83 MB)
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14 - Natural language generation in NLP mp4.mp4 (2.97 MB)
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15 - Content creation with Transformers mp4.mp4 (5.53 MB)
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16 - Conversation generation mp4.mp4 (2.37 MB)
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17 - Chatbot conversation example mp4.mp4 (6.45 MB)
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18 - Machine translation in NLP mp4.mp4 (2.48 MB)
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19 - Translating with Hugging Face Transformers mp4.mp4 (6.62 MB)
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20 - Training a custom model mp4.mp4 (3.13 MB)
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21 - Loading a Hugging Face dataset mp4.mp4 (7.95 MB)
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22 - Encoding and preprocessing the dataset mp4.mp4 (8.64 MB)
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23 - Customizing the model architecture mp4.mp4 (7.62 MB)
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24 - Training the sentiment model mp4.mp4 (5.47 MB)
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25 - Predicting with the custom model mp4.mp4 (7.01 MB)
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26 - Inference challenges with Transformers mp4.mp4 (3.53 MB)
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27 - Customizing pretrained models mp4.mp4 (2.91 MB)
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28 - Model compression overview mp4.mp4 (3.71 MB)
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29 - Serving multiple models mp4.mp4 (5.87 MB)
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30 - Continuing with Hugging Face mp4.mp4 (903.33 KB)
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