Deep Dives

• Minimum chunk size
  • Minimum Chunk for Performance Estimation and Performance Monitoring
  • Minimum Chunk for Data Reconstruction
  • Minimum Chunk for Univariate Drift
• Data Reconstruction with PCA
  • Data Drift in Multidimensional data
  • Data Reconstruction with PCA
  • Understanding Reconstruction Error with PCA
• Confidence-based Performance Estimation
  • Introduction
  • Probability calibration
• California Housing Dataset
  • Enriching the data
  • Training a Machine Learning Model
  • Meeting NannyML Data Requirements