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…

Statistics 101 for Data Science

“Data beats emotions.” — Sean Rad, Founder, Ad.ly

I remember my engineering maths professor telling me couple of years back about significance of statistics in computer science. Though it was not making sense for me then but it all turns out to be…

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…

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…