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	Aggarwal, Charu C.     Options: All Media Types Journals Proceedings Div Books Whole Books Other Date Reviewed Title Author Publisher Published Date Descending Ascending Date Reviewed     1 - 5 of 12 reviews       Artificial intelligence: a textbook Aggarwal C., Springer International Publishing, New York, NY, 2021. 503 pp.  Type: Book (978-3-030723-56-9) Artificial intelligence, by Charu C. Aggarwal, covers the breadth of knowledge in the field of artificial intelligence (AI), from its beginnings to how it took a turn in recent years. The book starts by explaining the two major schools of t...... Dec 12 2022     Linear algebra and optimization for machine learning Aggarwal C., Springer International Publishing, New York, NY, 2020. 516 pp.  Type: Book (978-3-030403-43-0) This excellent introduction to linear algebra is aimed at folks who want to better understand how machine learning really works. Modern machine learning requires a background in linear algebra, but most books and courses focus more on ...... Mar 26 2021     Recommender systems: the textbook Aggarwal C., Springer International Publishing, New York, NY, 2016. 498 pp.  Type: Book (978-3-319296-57-9) Among other things, automated recommender systems determine which posts from our contacts in a social network we read, suggest which items we could buy from e-commerce sites, bias our perception of the world around us by ranking the ne...... Feb 10 2017     Frequent pattern mining Aggarwal C., Koutra D., Springer Publishing Company, Incorporated, New York, NY, 2014. 471 pp.  Type: Book (978-3-319078-20-5), Reviews: (2 of 2) The rapidly growing field of data mining has developed a number of distinct techniques. The earliest was cluster analysis, finding items in the database that are similar to one another, soon followed by classification, which developed ...... Mar 7 2016     Data mining: the textbook Aggarwal C., Springer Publishing Company, Incorporated, New York, NY, 2015. 734 pp.  Type: Book (978-3-319141-41-1) Written by one of the most prodigious editors and authors in the data mining community, Data mining: the textbook is a comprehensive introduction to the fundamentals and applications of data mining. The recent drive in industry ...... Oct 20 2015     Display 510152550100 per column
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