Generate Carnatic Music with Google Magenta
ArticleVideos This article was published as a part of the Data Science Blogathon. Music is the rhythm of the life Music is a universal …
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Sequence Modeling
Recurrent Neural Networks for Sequence Learning
ArticleVideos This article was published as a part of the Data Science Blogathon. Introduction I have been thinking of writing something related to Recurrent …
Learn How to Perform Feature Extraction from Graphs using DeepWalk
ArticleVideos Overview Extracting features from tabular or image data is a well-known concept – but what about graph data? Learn how to extract features …
A Comprehensive Guide to Build your own Language Model in Python!
ArticleVideosInterview Questions Overview Language models are a crucial component in the Natural Language Processing (NLP) journey These language models power all the popular NLP …
OpenAI’s GPT-2: A Simple Guide to Build the World’s Most Advanced Text Generator in Python
ArticleVideosInterview Questions 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 – …
Introduction to PyTorch-Transformers: An Incredible Library for State-of-the-Art NLP (with Python code)
ArticleVideos 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 …
Learn how to Build your own Speech-to-Text Model (using Python)
ArticleVideosInterview Questions Overview Learn how to build your very own speech-to-text model using Python in this article The ability to weave deep learning skills …
How do Transformers Work in NLP? A Guide to the Latest State-of-the-Art Models
ArticleVideosInterview Questions Overview The Transformer model in NLP has truly changed the way we work with text data Transformer is behind the recent NLP …
Comprehensive Guide to Text Summarization using Deep Learning in Python
ArticleVideosInterview Questions Introduction “I don’t want a full report, just give me a summary of the results”. I have often found myself in this …
Learn how to Build and Deploy a Chatbot in Minutes using Rasa (IPL Case Study!)
ArticleVideos Introduction Have you ever been stuck at work while a pulsating cricket match was going on? You need to meet a deadline but …
