E-Commerce Data Analysis Hackathon
We are thankful to Analytics Vidhya for organising this Machine Learning Competition, during the lockdown period due to COVID-19.
We are grateful to all the CoronaFighters that are serving our nation in such tough times. Our deepest regards to them and their families.
Janta_Hack summarises our submission for the hackathon and final_sub.csv is the final submission CSV. Our approaches have been briefly described in the notebook.
Apart from the described techniques, we did explore other options as well such as
- Automated Machine Learning using H20.ai
- Feed Forward Neural Networks using Fastai.
Though, not they did not perform that well, we would be sharing there implementations as well.
Please Note: Plotly figures are not rendered in GitHub's online view, so EDA section in the notebook might seem incomplete. Here, are some images though,
We will share the EDA Inference as well.
Team: Victorious Secret
Team Members: Vasudev Awatramani and Gaurav Aggarwal