The Fifth Elephant 2012

Finding the elephant in the data.

Ankur Pandey

@ankurpandey42

The science behind Predictive Analytics- a Text Mining Perspective

Submitted Jul 2, 2012

I will introduce key concepts and algorithms from Statistics, Machine Learning, Information Retrieval, etc. which are being used in the text mining side of the predictive analytics domain.

Outline

The abundance of structured and unstructured interaction data (web journey metrics, chats, etc.), motivates us to leverage the power of this data. I’ll concentrate on the algorithms which are being deployed now-a-days to dig out inferences from customer text data. I will illustrate with some use cases.

Speaker bio

Ankur Pandey works in the Analytics & Data Sciences group at [24]7 Innovation Labs. Prior to this, he had research experience at IISc, masters from TU/e Netherlands & JKU Austria, and a bachelors from NITK Surathkal.

Links

Slides

https://docs.google.com/open?id=0B0mIn02nhdHYZjZZOHk5OEpUVXc

Comments

{{ gettext('Login to leave a comment') }}

{{ gettext('Post a comment…') }}
{{ gettext('New comment') }}
{{ formTitle }}

{{ errorMsg }}

{{ gettext('No comments posted yet') }}