Here's what you need in order to run this notebook:
- Clone this repository somewhere nice
- Create a Kaggle account, join the Titanic competition competition, download its data files to the data folder
- Make sure you have an Azure account, in it create a resource group and a Machine Learning Service Workspace - you'll need those for running the automated machine learning experiment
- Download
config.json
from your Azure ML Workspace to this folder. - Install either Miniconda or Anaconda. The Python 3.7 version 🐍
- Run the following commands inside this directory
conda env create -f env.yml -n automl_on_titanic
conda activate automl_on_titanic
ipython kernel install --user --name=automl_on_titanic
jupyter notebook
- If everything runs fine and at the end you can open the
auto-ml-and-kaggle.ipynb
notebook then you're good to go. - After you're finished, you can run
conda remove --name automl_on_titanic --all
to remove the environment you had created.