Category: NLP

An Intuitive Understanding of Word Embeddings

Before we start, have a look at the below examples. You open Google and search for a news article on the ongoing Champions trophy and get hundreds of search results in return about it. Nate silver analysed millions of tweets

How To Create Natural Language Semantic Search For Arbitrary Objects With Deep Learning

An end-to-end example of how to build a system that can search objects semantically. By Hamel Husain & Ho-Hsiang Wu A picture of Hubot. Motivation: The power of modern search engines is undeniable: you can summon knowledge from the internet at a moment’s notice.

Most Popular Text Analytics Tools and Algorithms

Posted here by Preetish Panda   With text analytics, various burning questions around the ‘why’ and ‘what’ of a piece or group of content can be answered. Examples like social media chatter around brand can create a supremely spiraling impact (remember the

Can computers detect mental illness from human language use?

Automatic Detection of Incoherent Speech for Diagnosing Schizophrenia by Dan Iter, Jong Yoon, Dan Jurafsky    

My Take on 30 Questions to test a data scientist on NLP — Part 2

GIF from this website Shivam Bansal, is a data scientist with exhaustive experience in Natural Language Processing and Machine Learning. And he have an amazing blog post about Natural language processing. So if anyone is interested please check his work out,

Basic Data Cleaning/Engineering Session – Twitter Sentiment Data

Gif from this website So this post is just for me to practice some basic data cleaning/engineering operations and I hope this post might be able to help other people. Please note that this post is for my future self to

NLP Architect – NLP Python Library from Intel AI Lab 

NLP Architect – An Awesome Open Source NLP Python Library from Intel AI Lab Overview Intel AI Lab has introduced an open source python library for NLP, called NLP Architect The library comes with state-of-the-art NLP models on a variety

Text Clustering With Unstructured Data

Text Clustering : Get quick insights from Unstructured Data Posted by Vivek Kalyanarangan on July 5, 2017 at 6:30pm View Blog In this two-part series, we will explore text clustering and how to get insights from unstructured data. It will be quite

NLP with Python – O’Reilly


NLP – Stanford University