/ML_Final_Project

COSE362 Final Project

Primary LanguageJupyter Notebook

ML_Final_Project

COSE362 Final Project

Description

Estimating hotel price using phython

Estimation Algorithm implemented from scratch using python

Dataset

Personalize Expedia Hotel Searches-ICDM 2013 (Kaggle)

Goals to Achieve

Implement estimation algorithm such as

  1. Linear Regression
  2. Polynomial Regression
  3. Normalization methods
  4. Fit/Score methods

Understand mathemetical theory behind above algorithms