A Step-by-Step NLP Guide to Learn ELMo for Extracting Features from Text
Introduction I work on different Natural Language Processing (NLP) problems (the perks of being a data scientist!). Each NLP problem is a unique challenge in …
A Must-Read NLP Tutorial on Neural Machine Translation – The Technique Powering Google Translate
Introduction “If you talk to a man in a language he understands, that goes to his head. If you talk to him in his …
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 …
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 …
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, …
A Hands-On Guide to Automated Feature Engineering using Featuretools in Python
Introduction Anyone who has participated in machine learning hackathons and competitions can attest to how crucial feature engineering can be. It is often the …
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 …
