IT6006 - ELECTIVE - II DATA ANALYTICS
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UNIT 1:
Introduction to Big Data Platform
Web data
Web data
– Evolution of Analytic scalability, analytic processes and tools
Modern data analytic tools
Statistical Inference
Stastical concepts: Sampling distributions
UNIT 2:
Regression modeling
Bayesian modeling
UNIT 3:
unit 3
UNIT 4:
unit4
UNIT 5:
unit5
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Realtime Analytics Platform(RTAP) applications
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case studies - real time sentiment analysis
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Stock market predictions
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Market based model – Apriori Algorithm
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Sep
Mining Frequent itemsets
28
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Handling large data sets in Main memory
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