| Course Name | Mining of Massive Datasets |
| Course Code | 24DLS640 |
| Program | M.Sc. in Data Science with Logistics and Supply Chain Management |
| Credits | 3 |
| Campus | Coimbatore |
Basics of Data Mining – computational approaches – statistical limits on data mining -MapReduce – Distributed File Systems . MapReduce . Algorithms using MapReduce . Extensions to MapReduce. Mining Data Streams: The Stream Data Model – Sampling Data in a Stream – Filtering Streams. Link analysis, Frequentitemsets, Clustering, Advertising on web, Recommendation system, Mining Social-Network Graphs, Dimensionality Reduction, Large-Scale Machine Learning.
Text / References Book
2. Tom White, Hadoop: The Definitive Guide: Storage and Analysis at Internet Scale O’Reilly Media; 4 edition , 2015.
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