claudian37 / DS_Portfolio

Geek Repo:Geek Repo

Github PK Tool:Github PK Tool

Welcome to my portfolio!

Contents:

  • Huffman Code Algorithm: Implementation of a text compression algorithm in Python.

  • Geospatial visualization: Animated .gif showing heatmaps of Cab pickup and dropoff locations in NYC from the Kaggle NYC Cab Ride dataset

    • Gif file: NYC_cab_dataset > img > nyc_cab_rides_heatmap.gif
    • Notebook: NYC_cab_dataset > 01_EDA_NYC_Cab_geospatial_visualization.ipynb
  • Predictive modeling: LightGBM model to predict trip duration in NYC from the Kaggle NYC Cab Ride dataset.

    • Notebook: NYC_cab_dataset > 02_Modeling_NYC_Cab.ipynb

About


Languages

Language:Jupyter Notebook 87.1%Language:HTML 12.9%Language:Python 0.0%