Exercise Session 1

In this session, you will review PyTorch and learn how to train, infer, and evaluate a simple ANN.

Auto Insurance in Sweden

Swedish Committee on Analysis of Risk Premium in Motor Insurance. read more

Overview

In the dataset:

  • X = number of claims
  • Y = total payment for all the claims in thousands of Swedish Kronor for geographical zones in Sweden

Reference: Swedish Committee on Analysis of Risk Premium in Motor Insurance

Tasks

  • First step: We will create a simple Artificial Neural Network with 1 node and training with 1 sample of data
  • Second step: The simple Artificial Neural Network will be trained through the dataset

Notebooks

Resources