Pavel Bazin

Expertise of Software Engineering, Technical Leadership, and Management.

#linear regression

Build Your Own Linear Regression: Implementations, Hyperparameters and their Optimizations

Implement linear regression from scratch using two different algorithms. Compare implementation results to what sklearn library provides on a real-world dataset. Tune them to reach balance between accuracy and performance via hyperparameters.

engineering linear regression machine learning gradient descent hyperparameters
Build Your Own Linear Regression: Implementations, Hyperparameters and their Optimizations