My-Data-Science-Portfolio

Welcome to my data science portfolio! Here, I host interesting projects created by me as a part of my research and enthusiasm to discover and learn more.

Content

Supervised Learning

• Applicant's credit risk prediction using German credit data
• Lane-changing assistance system for truck drivers using a video trajectory dataset
• Recommendation system
• Sentiment labeling of IMDB dataset
• Image classification using Fashion-MNIST dataset
• Hourly traffic volume prediction using I-94 traffic dataset

Unsupervised Learning

• Clustering lane-changing behavior of truck drivers using a video trajectory dataset

Econometric models

• Route choice modeling of truck drivers using a multinomial logit model