SOSTAT 2021¶

2nd IAA-CSIC Severo Ochoa School on Statistics, Data Mining, and Machine Learning¶

A Severo Ochoa School of the Instituto de Astrofísica de Andalucía (CSIC)¶

Workshop Tutorials¶

• Gwendolyn Eadie

  • Sampling from distributions with R
  • Bayesian inference with candy

• Željko Ivezić

  • ZIlecture1: Gentle Introduction to Big Data in Astronomy and Basics
  • ZIlecture2: Introduction to ML; density estimation and regression

• Abigail Stevens

  • boot_jack_workbook (solutions)
  • time_series_workbook (solutions)

• Daniela Huppenkothen

  • Practical Machine Learning with SDSS Data (solutions)
  • A Tutorial on Neural Networks