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INAF SCHOOL OF AI

14–17 Apr 2026
INAF Astronomical Observatory of Capodimonte (Naples)
Europe/Rome timezone

Data Transformation

14 Apr 2026, 17:10
30m
Auditorium Nazionale Ernesto Capocci (INAF Astronomical Observatory of Capodimonte (Naples))

Auditorium Nazionale Ernesto Capocci

INAF Astronomical Observatory of Capodimonte (Naples)

Speaker

Farida Farsian (Istituto Nazionale di Astrofisica (INAF))

Description

  • Tabular data pre-processing
  • Linear transforms: minmax normalization, standardization, scaling
  • Non-linear transforms: power/log, Box-Cox, Yeo-Johnson, Quantile
  • Transforming categorical data

Presentation materials

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