Learn how to Build and Deploy a Chatbot in Minutes using Rasa (IPL Case Study!)
Introduction Have you ever been stuck at work while a pulsating cricket match was going on? You need to meet a deadline but you …
Natural language processing
Predicting Movie Genres using NLP – An Awesome Introduction to Multi-Label Classification
Learn how to build a NLP multi-label classification model for predicting movie genres. This is an awesome Natural Language Processing (NLP) challenge!
8 Excellent Pretrained Models to get you Started with Natural Language Processing (NLP)
Want to learn deep learning for NLP but not sure where to start? This article provides the answer in the form of 8 awesome pretrained models!
A Step-by-Step NLP Guide to Learn ELMo for Extracting Features from Text
ELMo is one of the best state-of-the-art frameworks to extract features from a given text dataset. Learn how to use it in Python in this article.
DataHack Radio #18: Andriy Burkov’s Journey to Writing the Ultimate 100-Page Machine Learning Book
In this episode, we talk to Andriy Burkov about his bestselling book, the idea behind it, his work in NLP, advice to data scientists, and much more!
Introduction to Flair for NLP: A Simple yet Powerful State-of-the-Art NLP Library
Introduction to a simple yet amazing NLP library called Flair. See how it works and get the code to implement it in Python yourself!
Introduction to StanfordNLP: An Incredible State-of-the-Art NLP Library for 53 Languages (with Python code)
Introduction A common challenge I came across while learning Natural Language Processing (NLP) – can we build models for non-English languages? The answer has …
A Must-Read NLP Tutorial on Neural Machine Translation – The Technique Powering Google Translate
Machine translation is one of the biggest application of NLP. It’s the core system behind Google Translate. Learn how to implement it in Python here.
Tutorial on Text Classification (NLP) using ULMFiT and fastai Library in Python
ULMFiT is essentially a method to enable transfer learning for any NLP task and achieve great results. All this, without having to train models from scratch.
An Introduction to Text Summarization using the TextRank Algorithm (with Python implementation)
Learn about Automatic Text Summarization, one of the most challenging problems in the field of Natural Language Processing (NLP), using TextRank
