Data | |||
02 Analyzing Employee Details - Data Exploration & Manipulation | |||
03 Reviewing Employee Details - Data Visualization | |||
04 Structuring Employee Rewards Package - Conjoint Analysis | |||
05 Evaluate Training Effectiveness - Comparative Statistics | |||
06 Forecasting HR Cost - Time Series Modeling | |||
07 Evaluating Job Satisfaction - Association Rule Mining | |||
08 Identify Absenteeism Patterns - Cluster Analysis | |||
09 Identify Core Factors in Performance Appraisal - Principal Component Analysis | |||
10 Predicting Employee Attrition - Supervised Classification Machine Learning | |||
11 WIP - Reviewing Employee Details - Automated Reports & Distribution |