{"product_id":"machine-learning-for-text-charu-c-aggarwal-9783030966225","title":"Machine Learning for Text","description":"1 An Introduction to Text Analytics.- 2 Text Preparation and Similarity Computation.- 3 Matrix Factorization and Topic Modeling.- 4 Text Clustering.- 5 Text Classification: Basic Models.- 6 Linear Models for Classification and Regression.- 7 Classifier Performance and Evaluation.- 8 Joint Text Mining with Heterogeneous Data.- 9 Information Retrieval and Search Engines.- 10 Language Modeling and Deep Learning.- 11 Attention Mechanisms and Transformers.- 12 Text Summarization.- 13 Information Extraction and Knowledge Graphs.- 14 Question Answering.- 15 Opinion Mining and Sentiment Analysis.- 16 Text Segmentation and Event Detection.\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Charu C. Aggarwal\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 3030966224\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9783030966225\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Springer\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 05\/05\/2022\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 565\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Hardcover\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 2.72lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 10.00h x 7.00w x 1.25d","brand":"Charu C. Aggarwal","offers":[{"title":"Hardcover","offer_id":44078785265919,"sku":"9783030966225","price":69.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_b604850c-a220-47fc-b40a-b93a7da6a67c.jpg?v=1685477504","url":"https:\/\/www.whiterainbookhouse.com\/products\/machine-learning-for-text-charu-c-aggarwal-9783030966225","provider":"WR Book House","version":"1.0","type":"link"}