DATA ANALYTICS WITH R - LIBA · of Business Administration DATA ANALYTICS WITH R 2 Months (8...
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Transcript of DATA ANALYTICS WITH R - LIBA · of Business Administration DATA ANALYTICS WITH R 2 Months (8...
LIBALoyola Institute
of Business Administration
DATA ANALYTICS WITH R
2 Months (8 Sundays Sessions), 10.00 AM - 01.00 PM
72999 48085 / 94443 73852 / 94447 05142 / 044 2817 [email protected] , [email protected]
www.liba.edu
Loyola Institute of Business Administration
Course Content:
2 Months (8 Sundays Sessions), 10.00 AM - 01.00 PM
72999 48085 / 94443 73852 / 94447 05142 / 044 2817 [email protected] , [email protected]
www.liba.edu
INTRODUCTION TO DATA ANALYTICSNeed of analyticsCommon Analytics practicesTools and techniques
STATISTICS ESSENTIALSCentral Limit TheoremProbability distributionsProbability distributionsHypothesis Testing
R BASICSR interface, Data import & exportUsing in-built functionsImport & implement package functions
EXPLORATORY DATA ANALYSISData Manipulation with dplyrData Manipulation with dplyrData Visualization with ggplot2Complete EDA process
MODEL BUILDING & PREDICTINGMultiple Linear Regression & Logistics RegressionDecision Trees & Random ForestModel Tuning & Prediction for all models
