Machine Learning

Electricity meets New Age Electricity (A.I.)

This post is about ‘When 20th century electricity meets 21st century electricity i.e. Artificial Intelligence.

Andrew Ng has famously quoted

Artificial Intelligence is the new…

Terms in Bayes Theorem

Descriptions of different terms of the bayes theorem.

What is bayes theorem?

Bayes theorem determines a probability of an occurrence of an event based on the prior knowledge of occurrence of that event or knowledge of conditions that may…

Linear Regression

Linear Regression is one of the oldest and the simplest technique that is still used heavily till date. Lets see what is linear regression?

Linear regression is a statistical technique which helps us summarize and analyze…

Placeholders in Tensorflow

To quickly recap how a tensorflow program executes.

1. Create a graph (A.K.A Assembling a…

Chinese Restaurant Process

What is a Chinese restaurant process (CRP)?

Let’s see what wikipedia has to say about CRP.

Imagine a Chinese restaurant with an infinite number of circular tables, each with infinite capacity. Customer 1 sits at the first table…

Curve Fitting w/ Deterministic System

I was curious if we could apply the regression or other statistical/machine-learning…

Let’s talk Clustering (Unsupervised Learning)

What is a cluster?

Simple Definition:

A collection of similar objects to each other.

Slightly Complex Definition:

A connected component…