Teacher
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CUCINA DOMENICO
(syllabus)
The characteristic of big data- MapReduce approaches: Hadoop, Spark e google MapReduce - subsampling-based approaches - divide and conquer approaches - online updating approaches - analyzing big data with classical statistical models - machine learning algorithms.
(reference books)
Slides provided by the teacher
Jared Dean. Big Data, Data Mining, and Machine Learning: Value Creation for Business Leaders and Practitioners, 2014, Wiley. Readings and lecture notes provided by the teacher.
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