Pinned

1. 3d-object-detection-for-autonomous-vehicles 3d-object-detection-for-autonomous-vehicles Public

   Project on 3D Object Detection using Lyft's level5 dataset. Obtained mAP of 0.045 on the private leader board on kaggle and ranked in the top 20% among all teams participated in the competition.

   Jupyter Notebook 20 8

2. exploring-13-years-of-top-100-songs exploring-13-years-of-top-100-songs Public

   Project on analyzing the top 100 songs that were featured in the hot 100 list of the billboard year end list. The lyrics were scraped using the Genius API and the project covers topics including To…

   Jupyter Notebook 3 1

3. recommendation-system-using-meetup-data recommendation-system-using-meetup-data Public

   Recommendation engines are super simple or atleast, they are made to seem super simple by the countless number of online tutorials that uses either a movie or a song dataset. This project focuses o…

   Jupyter Notebook 3

4. instagram-engagement-prediction instagram-engagement-prediction Public

   Is a Picture Worth a Thousand Words? The project focuses on scraping Instagram posts of National Geographic (natgeo) page and predicting whether the post will result in high engagement or not.

   Jupyter Notebook 5

5. predicting-loan-repayment-capability predicting-loan-repayment-capability Public

   Project on predicting the repayment capabilities of the clients with historically little to no credit history. The analysis and modeling was done using PySpark on the Databricks platform and the vi…

   HTML 3

6. donorschoose-predicting-success-of-project-proposals donorschoose-predicting-success-of-project-proposals Public

   The goal of the project is to predict whether or not a DonorsChoose.org project proposal submitted by a teacher will be approved, using the text of project descriptions as well as additional metada…

   Jupyter Notebook 2