Material

Faculty Video Lecture

• Data Preprocessing

• Outlier Detection

• Z-Score

• WoE Calculation

• WoE & IV Calculation

Good reference links

• You Tube Video Material: Hadoop for Beginners

• Online Course | Data Flair: Certified Hadoop and Spark Developer Training Course

• Online Course | Coursera: Big Data Specialization

List of books

• Bart Baesens , Analytics in a Big Data World: The Essential Guide to Data Science and its Applications, ,Wiley, 2014.

• Chuck Lam, Hadoop in Action, December, 2010.

• Leskovec, Rajaraman, Ullman, Mining of Massive Datasets, Cambridge University Press.