devarena logo

Increasing ROI for Investors Using LendingClub as an Example

Reading Time: 7 minutes INTRODUCTION There are many avenues to investing. Each type of investment vehicle comes with a different risk-return profile. For the most risk-averse,  higher interest savings accounts or CDs guarantee safety. Investors who seek a greater...

Kaggle Datasets & Python Debugging

Reading Time: 3 minutes Welcome to our first weekly roundup of data science nuggets from around the web. Our initial list has articles on topics from Kaggle datasets to YOLO to deploying to machine learning production and beyond. Enjoy some of our favorite articles of...

CatBoost vs XGBoost and LighGBM: When to Choose CatBoost?

Reading Time: 16 minutes Boosting algorithms have become one of the most powerful algorithms for training on structural (tabular) data. The three most famous boosting algorithm implementations that have provided various recipes for winning ML competitions are:...