This repository is part of Machine Learning [ML] course for first year master students at Innopolis University.
In this assignment, I am going to solve the task of flight delay estimation using machine learning, The goals are: • Preprocess, visualize and split the dataset • Estimating the flight delays by using Linear regression and Polynominal regression. • Using Lasso which is a supervised regularization method to estimate flight delay. • Comparing the performance of the previous models and analyzing the resuls.