Introduction to People Analytics
- Why people analytics is important
- People Analytics Implementations
Exploratory Data Analysis: Know your data better and tell a story about it
- univariate analysis
- bivariate analysis
- outlier detection
Data Preparation:
- Data Encoding
- Data Normalization
Modeling: Use Machine Learning to create a Predictive Model
- Model Fitting
- Cross-Validation
- Model Tuning
- Summarization with LIME