11 Superb Data Science Videos Every Data Scientist Must Watch
Overview Presenting 11 data science videos that will enhance and expand your current skillset We have categorized these videos into three fields – Natural …
Natural language processing
How do Transformers Work in NLP? A Guide to the Latest State-of-the-Art Models
Overview The Transformer model in NLP has truly changed the way we work with text data Transformer is behind the recent NLP developments, including …
Comprehensive Guide to Text Summarization using Deep Learning in Python
Introduction “I don’t want a full report, just give me a summary of the results”. I have often found myself in this situation – …
DataHack Radio #23: Ines Montani and Matthew Honnibal – The Brains behind spaCy
Introduction What would you do if you had the chance to pick the brains behind one of the most popular Natural Language Processing (NLP) …
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 …
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!
