Objective: The goal is to create median house price estimator for Boston city, using a Multiple Linear Regression Model build from scratch, applied on the “Boston Housing Dataset”. Then I will try to improve this estimator, using a Multiple Polynomial Regression Model. I won’t explain theory here, only background basic equations needed for code understanding. Read more

Objective: The goal is to create a salary estimator based on years of experience of the employees of an anonymous company, using a simple Linear Regression Model build from scratch applied on “Salary_Data.csv” Kaggle’s dataset. Then I will compare the performance of the model against the prebuilt Sklearn linear regression model. I won’t explain theory here, only background basic equations needed for code understanding. Read more