DATA MINING AND ANALYTICS (CB-606 (C))-Computer Science and Business System (CSBS) (VI) | RGPV

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• Syllabus

• Syllabus - DATA MINING AND ANALYTICS (CB-606 (C))

• UNIT – I

• Introduction to Data Mining

• UNIT – II

• Data preprocessing
• Data mining knowledge representation
• Attribute-oriented analysis

• UNIT – III

• Data mining algorithms - Association rules
• Data mining algorithms - Classification
• Data mining algorithms - Prediction

• UNIT – IV

• Descriptive analytics
• Forecasting models
• Generalized Linear model
• Non Linear Regression (NLS)

• UNIT – V

• Time Series Analysis
• Linear time series models
• Prescriptive Analytics