Learn How to Perform Feature Extraction from Graphs using DeepWalk
Overview Extracting features from tabular or image data is a well-known concept – but what about graph data? Learn how to extract features from …
Sequence Modeling
A Comprehensive Guide to Build your own Language Model in Python!
Overview Language models are a crucial component in the Natural Language Processing (NLP) journey These language models power all the popular NLP applications we …
OpenAI’s GPT-2: A Simple Guide to Build the World’s Most Advanced Text Generator in Python
Overview Learn how to build your own text generator in Python using OpenAI’s GPT-2 framework GPT-2 is a state-of-the-art NLP framework – a truly …
Introduction to PyTorch-Transformers: An Incredible Library for State-of-the-Art NLP (with Python code)
Overview We look at the latest state-of-the-art NLP library in this article called PyTorch-Transformers We will also implement PyTorch-Transformers in Python using popular NLP …
Learn how to Build your own Speech-to-Text Model (using Python)
Overview Learn how to build your very own speech-to-text model using Python in this article The ability to weave deep learning skills with NLP …
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 – …
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 …
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.
Build a Recurrent Neural Network from Scratch in Python – An Essential Read for Data Scientists
One of the fundamental concepts of deep learning is recurrent neural networks. Learn how to build and code one from scratch in Python here!
