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Data Science

Two decades of Amazon.com recommendations

IEEE Internet Computing just celebrated its 20th anniversary. On its 20th anniversary, the editorial board created its first ever “The Test of Time” award. I’m honored to say they gave it to our 2003 article, “Amazon.com Recommendations: Item-to-Item Collaborative Filtering“, which continues to be accessed, cited, and used in industry …

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Data Science Book Review: Forecasting | Data Mining Blog

While working on forecasting (understand “time series analysis”) I found several interesting and state of the art articles from Rob J. Hyndman. He is the co-author, with George Athanasopoulos of Forecasting: Principles and Practice. This is an excellent concise and comprehensive text explaining concepts behind forecasting, common algorithms and how …

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