/mais-2022-final-project

This is a repository for the final assignment for MAIS 2022.

Primary LanguageJupyter Notebook

MAIS W2022 Final Assignment 😄

This is a repository for the final assignment for MAIS 2022 by Emma, Shahrad and Hanna.

Solution Steps

To view the full process please refer to the jupyter notebook. For the general idea read below:

  1. Download the data from Kaggle W2022 Challenge.
  2. Use Pandas library to read the data and NumPy to format it.
  3. Use Keras neural network library from TensorFlow to train a Convolutional Neural Network model on the given data.
  4. Generate best results by adjusting some hyperparameters such as kernel size and the number of convolutional layers.