CW3611 Business Analytics Laboratory Syllabus:

CW3611 Business Analytics Laboratory Syllabus – Anna University Regulation 2021

COURSE OBJECTIVES:

 Implement various machine learning techniques for predictive analysis
 Learn the various software development methodologies
 Learn predictive analysis in HR, supply chain
 Learn predictive analysis in marketing and sales

LIST OF EXPERIMENTS:

1. Implement Machine learning techniques for Predictive analytics.
2. Predict the Customer Credit Risk for Credit card data-set using Linear Regression
3. Apply HR Analytics to make a prediction of the demand for hourly-employees for the following month or for the next few years
4. Apply analytics for forecasting and inventory planning for a large retailer.
5. Perform predictive analytics for customers’ behaviour in marketing and sales

List of Equipments:(30 Students per Batch)
1: Systems with R, R Studio (Additional libraries required)

COURSE OUTCOMES:

CO1: Implement Machine learning techniques for Predictive analytics.
CO2: Analyse prediction using Linear Regression
CO3: Perform analytics for forecasting and inventory planning for a large retailer.
CO4: Apply predictive analysis in HR, supply chain
CO5: Apply predictive analysis in marketing and sa