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Algorithms for Big Data

Type of study	Follow-up Master
Language of instruction	English
Code	460-4101/02
Abbreviation	ARD
Course title	Algorithms for Big Data
Credits	4
Coordinating department	Department of Computer Science
Course coordinator	prof. RNDr. Václav Snášel, CSc.

Osnova předmětu

Modelling in Big data
Behavior Detection
Metric and topological properties
Dimension reduction methods
Log analysis
Visualization of Data
Clustering on Big Data
Machine Learning
NoSQL database
Graph database

Povinná literatura

Fatos Xhafa, Leonard Barolli, Admir Barolli, Petraq Papajorgji.Modeling and Processing for Next-Generation Big-Data Technologies: With Applications and Case Studies. Springer 2014.

Robinson, Ian; Webber, Jim; Eifrem, Emil.Graph Databases. O'Reilly Media. 2014.

O'Reilly Radar Team. Big Data Now: Current Perspectives from O'Reilly Radar, O'Reilly Media. 2014.

Doporučená literatura

O'Reilly Radar Team. Big Data Now: Current Perspectives from O'Reilly Radar, O'Reilly Media. 2014.

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