Statistical Learning (Index Page)

Will keep updating this page with details on statistics, supervised and unsupervised learning, Linear Regression, Classification etc

What is Statistical Learning?

In simple terms, it refers tools that help us to understand data.

These tools are of two type:

Supervised Learning:
Supervised learning is basically creating a model given a set of inputs and a known output.
Once the model is ready, it can be applied to newer sets of inputs.

e.g Image recognition and Speech recognition

Unsupervised Learning:
In Unsupervised learning, we start with a set of inputs and try to understand the pattern.
Mostly used for exploratory analysis.