This challenge is designed to assess your analytical, programming, and communication skills. You will be provided with a data set about students and asked to complete three tasks:

1. Analyze the data to identify the demographic details of people most likely to pass the test, the efficacy of the two interventions, and any other interesting trends.

2. Create a model that can predict whether or not a student will pass the test.

3. Communicate your findings to less technical management staff in a way that is easy to understand.

Use the requirements file in this repo to create a new environment for this task.

For this purpose you use following commands:

pyenv local 3.11.3
python -m venv .venv
source .venv/bin/activate
pip install --upgrade pip
pip install -r requirements.txt

*Note: If there are errors during environment setup, try removing the versions from the failing packages in the