Big Data Analytics

Course Name: 

Big Data Analytics (CS317)


B.Tech (CSE)




Programme Specific Electives (PSE)

Credits (L-T-P): 



Big Data Characteristic Features, Structure of Big Data, Best Practices for Big data Analytics, Lamba calculus
and data analysis, Analytics process, methods and tools, Predictive analytics and visualization, Mining data
streams, Big data frameworks, Modern data analytic tools


Anand Rajaraman and Jeffrey David Ullman, “Mining of Massive Datasets”, Cambridge University Press, 2014.
Michael Berthold, David J. Hand, “Intelligent Data Analysis”, Springer, Second Edition, 2007.
Bill Franks, Taming the Big Data Tidal Wave: Finding Opportunities in Huge Data Streams with Advanced Analytics, Wiley and SAS Business Series, 2012.
David Loshin, "Big Data Analytics: From Strategic Planning to Enterprise Integration with Tools, Techniques, NoSQL, and Graph", 2013.
Michael Minelli, Michelle Chambers, and Ambiga Dhiraj, "Big Data, Big Analytics: Emerging Business Intelligence and Analytic Trends for Today's Businesses", Wiley, 2013.

Contact us

Dr. Manu Basavaraju
Head of the Department
Department of CSE, NITK, Surathkal
P. O. Srinivasnagar, Mangalore - 575 025
Karnataka, India.
Hot line: +91-0824-2474053
Email: hodcse[AT]nitk[DOT]ac[DOT]in


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