AI to predict whether online shopping customers will complete a purchase.
- in order to run this code you should install
python3
on your machine. - Dependancies
scikit-learn
numpy
pandas
- Clone the repo
git clone https://github.com/omarmohamed101/Shopping.git
When users are shopping online, not all will end up purchasing something. Most visitors to an online shopping website, in fact, likely don’t end up going through with a purchase during that web browsing session. It might be useful, though, for a shopping website to be able to predict whether a user intends to make a purchase or not: perhaps displaying different content to the user, like showing the user a discount offer if the website believes the user isn’t planning to complete the purchase. How could a website determine a user’s purchasing intent? That’s where machine learning will come in.
- load_data
- train_model
- evaluate