{"product_id":"machine-learning-for-text-9783030966225","title":"Machine Learning for Text","description":"\u003cp\u003e • Author(s): Charu C. Aggarwal\u003cbr\u003e • Publisher: Springer\u003cbr\u003e • Publisher Imprint: Springer\u003cbr\u003e • BISAC: Internet - General\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e1 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.\u003c\/p\u003e","brand":"Springer","offers":[{"title":"Hardcover","offer_id":45032452980887,"sku":"9783030966225","price":6482.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9783030966225.webp?v=1769208136","url":"https:\/\/atlanticbooks.com\/products\/machine-learning-for-text-9783030966225","provider":"Atlantic Books","version":"1.0","type":"link"}