# machine-learning

## Tricks to make Gradient Descent converge faster

Here, we talk about a couple of tricks that you can use to optimize your gradient descent .. and make it run with fewer iterations, hence reducing the number...

## Multivariate Linear Regression

Ah, now things start to get more complicated. We’d previously taken the most basic case where we only have one feature, and one output we’re trying to predic...

Gradient Descent is at the core of machine learning, and I’ve seen it mentioned in every single machine learning publication I’ve read. In this post, we’ll c...

## Some Basic definitions

Today, I learned a bunch of variable definitions that are used quite a bit when defining the kind of problem we’re trying to solve with Machine Learning.