Predicting Employee Attrition - Supervised Classification Machine Learning
Leveraging Machine Learning to Understand and Mitigate Workforce Turnover
Feb 14, 202538 min read134
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Series
HR Analytics
In this series, I will share multiple hands-on use cases for applying data analytics techniques for HR using the KNIME analytics platform
Identify Core Factors in Performance Appraisal - Principal Component Analysis
Unveiling Key Elements in Employee Evaluation through Advanced Analytical Techniques
Feb 6, 202519 min read82
Identify Absenteeism Patterns - Cluster Analysis
Unveiling Patterns in Employee Absenteeism Through Advanced Clustering Techniques
Feb 1, 202513 min read103
Evaluating Job Satisfaction - Association Rule Mining
Uncovering Key Factors Influencing Employee Contentment Through Data Analysis
Jan 29, 202510 min read58
Forecasting HR Cost - Time Series Modeling
Predicting Future HR Expenses with Time Series Analysis Techniques
Jan 28, 202514 min read605
Evaluate Training Effectiveness - Comparative Statistics
Analyzing the Impact of Training Programs Using Statistical Methods
Jan 28, 202514 min read106