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Schedule of IA|BE Autumn School (5CPD)

IA|BE Autumn School (5CPD)

Schedule of Statistical Feature Extraction and Modelling for Risk and Insurance in the era of Machine Learning.

Day 1, Wednesday 9 December
16:00 - 17:30 Part I
Day 2, Thursday 10 December
16:00 - 17:30 Part II
Day 3, Friday 11 December
16:00 - 18:00 Part III
  1. From 16:00 to 17:30

    Part I

    • Introduction to feature extraction and kernel families

    This part of the course will focus on R via RStudio and the tidyverse framework.

  2. From 16:00 to 17:30

    Part II

    • Gaussian processes, multiple output Gaussian processes, convolution Gaussian processes and applications in causal analysis and spatial modelling

    The second part of the course will also focus on R via RStudio and the tidyverse framework.

  3. From 16:00 to 18:00

    Part III

    • Natural Language Processing: data wrangling and preparation of text data, multiple output convolutional Gaussian processes models for NLP settings.

    Part 3 of the course will be demonstrated in Python.

Register

Prices

Ticket type Price
Members € 125.00
Non-members € 300.00

If you are a PHD student, please contact us for a customised fee.

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