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Università degli Studi di Pavia - Department of Economics and Management

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Data Science

Teachers:
Paolo Giudici, Alan Gilbert Agresti
Year:
2017/2018
ECTS:
9
SSD:
SECS-S/01

Course content

Introduction to data science methods, software and applications

Course contents

  • Statistical Learning
  • Linear Regression
  • Introduction to Categorical data
  • Generalised linear models
  • Classification
  • Resampling and validation
  • Tree based models
  • unsupervised learning
  • network data analysis
  • statistical models for network graphs

For further info, see the online course catalogue


Credits: apnetwork.it