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Create a Wine Recommender Using NLP on AWS

jonaylor.com · published 18 July 2022

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https://en.wikipedia.org/wiki/BERT_(language_model
en.wikipedia.org
https://en.wikipedia.org/wiki/Nearest_neighbor_search
en.wikipedia.org
https://aws.amazon.com/pm/sagemaker/
aws.amazon.com
https://www.kaggle.com/zynicide/wine-reviews/code
kaggle.com
https://en.wikipedia.org/wiki/Word_embedding
en.wikipedia.org
https://www.kaggle.com/
kaggle.com
https://en.wikipedia.org/wiki/Lemmatisation
en.wikipedia.org
https://aws.amazon.com/blogs/machine-learning/using-pipe-input-mode-for-amazon-sagemaker-algorithms/
aws.amazon.com
https://en.wikipedia.org/wiki/Tf%E2%80%93idf
en.wikipedia.org
https://www.capitalone.com/tech/machine-learning/how-to-finetune-sbert-for-question-matching/
capitalone.com
https://github.com/jonaylor89/WineInAMillion
github.com
https://www.kaggle.com/zynicide/wine-reviews
kaggle.com
https://huggingface.co/
huggingface.co
https://huggingface.co/models?library=sentence-transformers
huggingface.co
https://arxiv.org/pdf/1810.04805.pdf
arxiv.org
https://github.com/aws-samples/amazon-sagemaker-nlu-search/blob/master/nlu-based-item-search.ipynb
github.com
https://github.com/aws-samples/aws-sagemaker-text-based-product-search/blob/master/text-based-item-search.ipynb
github.com
https://towardsdatascience.com/robosomm-chapter-3-wine-embeddings-and-a-wine-recommender-9fc678f1041e
towardsdatascience.com
https://www.abbydohmeier.com
abbydohmeier.com