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Hands-on HR Analytics with KNIME

This directory contains 7 workflows.

Icon05 Evaluate Training Effectiveness - Comparative Statistics 

<h5 style="text-align: center"><strong>Evaluate Training Effectiveness - Comparative Statistics</strong></h5><p><strong>The workflow implements the […]

Icon06 Forecasting HR Cost - Time Series Modeling 

<h5 style="text-align: center"><strong>Forecasting HR Cost - Time Series Modeling</strong></h5><p><strong>The workflow implements the […]

Icon07 Evaluating Job Satisfaction - Association Rule Mining 

<h5 style="text-align: center"><strong>Evaluating Job Satisfaction - Association Rule Mining</strong></h5><p><strong>The workflow implements the […]

Icon08 Identify Absenteeism Patterns - Cluster Analysis 

<p>Using the Elbow Method to find the optimal number of clusters</p>

Icon09 Identify Core Factors in Performance Appraisal - Principal Component Analysis 

<h5 style="text-align: center"><strong>Identify Core Factors in Performance Appraisal - </strong></h5><h5 style="text-align: center"><strong>Principal […]

Icon10 Predicting Employee Attrition - Supervised Classification Machine Learning 

<p>Predicting Attrition Using Logistic Regression Classification Model With All Features</p>

Icon11 WIP - Reviewing Employee Details - Automated Reports & Distribution