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LECTURE NOTES ON DATA PREPARATION AND ANALYSIS …

LECTURE NOTES ON DATA PREPARATION AND ANALYSIS (BCSB13) Prepared by, G. Sulakshana, Assistant Professor, CSE Dept. DEPARTMENT OF COMPUTER SCIENCE AND ENGINEERING INSTITUTE OF AERONAUTICAL ENGINEERING (Autonomous) Dundigal, Hyderabad- 500043 MODULE -I DATA GATHERING AND PREPARATION BIG DATA ANALYTICS: The volume of data that one has to deal has exploded to unimaginable levels in the past decade, and at the same time, the price of data storage has systematically reduced. Private companies and research institutions capture terabytes of data about their users interactions, business, social media, and also sensors from devices such as mobile phones and automobiles. The challenge of this era is to make sense of this sea of data. This is where big data analytics comes into picture.

A decision model, especially one built using the Decision Model ... preprocessing the data to be used as input, for example, machine learning algorithms. ... The most common alternative is using the Hadoop File System for storage that provides users a …

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