People Analytics using Interpretable Machine Learning

08 Feb 2021 - 18:30 s.d 21:30
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Pendaftaran telah ditutup


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