log1p

Create an iterator which evaluates the natural logarithm of 1+x for each iterated value.

Evaluate the natural logarithm of 1+x.

Compute `x * ln(y+1)` so that the result is `0` if `x = 0`.

Urban Taxi Travel Time Intelligence (UTTI) A data science and machine learning project that builds an end-to-end pipeline for analyzing and predicting NYC taxi travel times using PostgreSQL, exploratory data analysis, and gradient boosting models (LightGBM). Focuses on realistic evaluation, uncertainty estimation, and production-ready ML practices.