univariate-linear-regression

Syracuse University, Masters of Applied Data Science -SCM 651 Business Analytics

Implementing the gradient descent algorithm from scratch to perform univariate linear regression to analyze the profit made by a bike sharing company.

A simple implementation of univariate linear regression using gradient descent, built with NumPy and Matplotlib.

Code for a basic univariate linear regression model using scikit-learn

In this notebook, we want to create a machine learning model from scratch to predict car prices using independent variables.

Create a simple, univariate linear regression model that predicts the salary from a person's experience (measured in years), using the gradiant descent algorithm.

🤖 Implement linear regression from scratch in Python using NumPy to grasp its fundamentals, including cost function and gradient descent training.