An Overview of Regularization Techniques in Deep Learning (with Python code)
Introduction One of the most common problem data science professionals face is to avoid overfitting. Have you come across a situation where your model …
L1 regularization
An Introductory Guide to Regularized Greedy Forests (RGF) with a case study in Python
Introduction As a data scientist participating in multiple machine learning competition, I am always on the lookout for “not-yet-popular” algorithms. The way I define …
A comprehensive beginners guide for Linear, Ridge and Lasso Regression
Introduction I was talking to one of my friends who happens to be an operations manager at one of the Supermarket chains in India. …
A Complete Tutorial on Ridge and Lasso Regression in Python
Introduction When we talk about Regression, we often end up discussing Linear and Logistic Regression. But, that’s not the end. Do you know there are …
