Machine Learning Basics

Foundational machine learning worked through with real data and real notebooks — starting from linear regression and moving into feature engineering.

2 parts

Machine Learning Basics: Building Your First Simple Linear Regression Model

Welcome to the first post in our Machine Learning Basics series! In this tutorial, we'll dive into one of the most fundamental algorithms in machine...

Machine Learning Basics: Improving Model Performance with Feature Engineering

Welcome back to our Machine Learning Basics series! In our previous post, we built a simple linear regression model that achieved an R-squared score of...