Tutorials

• Data requirements
  • Data Periods
  • Columns
  • Model Output columns
  • NannyML Functionality Requirements
  • What next
• Estimating Performance
  • Why Perform Performance Estimation
  • Estimating Performance for Binary Classification
  • Estimating Performance for Multiclass Classification
  • Estimating Performance for Regression
• Monitoring Realized Performance
  • Why Monitoring Realized Performance
  • Monitoring Realized Performance for Binary Classification
  • Monitoring Realized Performance for Multiclass Classification
  • Monitoring Realized Performance for Regression
• Comparing Estimated and Realized Performance
• Detecting Data Drift
  • Univariate Drift Detection
  • Multivariate Drift Detection
• Ranking
  • Just The Code
  • Walkthrough
  • Insights
  • What’s Next
• Working with results
  • What are NannyML Results?
  • Just the code
  • Walkthrough
• Adjusting Plots
• Chunking
  • Why do we need chunks?
  • Walkthrough on creating chunks
  • Chunks on plots with results