Datasets used

Individual Household Electric Power Consumption https://archive.ics.uci.edu/dataset/235/individual+household+electric+power+consumption

Focused on applying data to predict necessary real-life metrics.

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Online Shoppers Purchasing Intention Dataset https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset

Business-oriented dataset focused on determining clients' behavior and preferences, chosen with possibility of optimizing conversion rate in mind

Report (in polish)

https://docs.google.com/document/d/1qy7sZ3Ie5fiLiY_dspm6MY_LBFm8_emDn976WVR-npo/edit?tab=t.0

Usage

Virtual environment setup:

source .venv/bin/activate

.ipynb notebooks availible in /notebooks directory