Tutorial on Text Classification (NLP) using ULMFiT and fastai Library in Python
Introduction Natural Language Processing (NLP) needs no introduction in today’s world. It’s one of the most important fields of study and research, and has …
Natural language processing
An Introduction to Text Summarization using the TextRank Algorithm (with Python implementation)
Introduction Text Summarization is one of those applications of Natural Language Processing (NLP) which is bound to have a huge impact on our lives. …
An NLP Approach to Mining Online Reviews using Topic Modeling (with Python codes)
Introduction E-commerce has revolutionized the way we shop. That phone you’ve been saving up to buy for months? It’s just a search and a …
DataHack Radio #12: Exploring the Nuts and Bolts of Natural Language Processing with Sebastian Ruder
Introduction There’s text everywhere around us, from digital sources like social media to physical objects like books and print media. The amount of text …
Text Mining 101: A Stepwise Introduction to Topic Modeling using Latent Semantic Analysis (using Python)
Introduction Have you ever been inside a well-maintained library? I’m always incredibly impressed with the way the librarians keep everything organized, by name, content, …
The Winning Approaches from codeFest 2018 – NLP, Computer Vision and Machine Learning!
Introduction Analytics Vidhya’s hackathons are one of the best ways to evaluate how far you’ve traveled in your data science journey. And what better …
Rosetta – How Facebook uses Machine Learning to Process Text in Billions of Images
Overview Rosetta is Facebook’s own large-scale machine learning system to deal with text in images The system extracts text from more than a billion …
Your Code Leaves Fingerprints, and Machine Learning can now Identify it
Overview Researchers have designed an algorithm that can identify the author of a piece of code The current system has shown an accuracy of …
Comprehensive Hands on Guide to Twitter Sentiment Analysis with dataset and code
Introduction Natural Language Processing (NLP) is a hotbed of research in data science these days and one of the most common applications of NLP …
Salesforce has Developed One Single Model to Deal with 10 Different NLP Tasks
Overview Salesforce researchers have come up with a model that can deal with 10 different NLP tasks These tasks include machine translation, sentiment analysis, …
