In this two-part series, we will explore text clustering and how to get insights from unstructured data. It will be quite powerful and industrial strength. The first part will focus on the motivation. The second part…
How to build a search engine: Part 4
This post is the fourth part of the multi-part series on how to build a search engine – How to build a search engine – Part 1: Installing the tools and getting the technology stack ready How to build…
How to build a search engine: Part 3
This post is the third part of the multi-part series on how to build a search engine – How to build a search engine – Part 1: Installing the tools and getting the technology stack ready How to build…
How to build a search engine: Part 2
This post is the second part of the multi-part series on how to build a search engine – How to build a search engine – Part 1: Installing the tools and getting the technology stack ready How to build…
How to build a search engine: Part 1
In this multi-part series, we will explore how to build a search engine. It will be quite powerful and industrial strength. The first part will focus on getting the right tools and getting technology stack ready. We…
Game of Thrones Analytics
Data is coming. Game of Thrones (GOT) is getting more and more interesting and I thought that a machine should not miss out on all the fun. So here’s the way I taught a machine the…
Opinion Mining – Beyond Sentiment Analysis
Opinion Mining starts off from where Sentiment Analysis leaves us with. There’s a lot of buzzword around the term “Sentiment Analysis” and the various ways of doing it. Great! So you report with reasonable accuracies what…
3 Data Transformation Tips in Python
We live in the world of unstructured data. It becomes necessary to transform it to build a good model. Consequently, no model is comprehensive without scientific approaches to feature engineering. This post will primarily focus on 3…
Getting started with Machine Learning
We live in the era of data where data is the new oil. It is inevitable now that we need to pass our knowledge and understanding of the world to computers. They can model this behavior on…