purchase-predictions

Predicting purchases from clickstream data and wrapped in Kedro package

Overview

Can we build an accurate machine learning model to predict purchases using clickstream data?

Analysis

Please see ./purchase-predictions/model/notebooks/main.ipynb
Steps to interact with notebook:
- git clone https://github.com/jacobweiss2305/purchase-predictions.git
- cd purchase-predictions
- python -m venv venv
  - (see provision for virtualenv installation)
- pip install -r requirements.txt
- source venv/bin/activate
- To spin up Jupyter lab you must use kedro:
```
cd ./purchase-predictions/model/

kedro jupyter lab
```

Provision

I recommend using pyenv for python version control. We are running 3.8.9. Please see provision for details (model/docs/provision.md).