A Beginner’s Guide to Exploratory Data Analysis (EDA) on Text Data (Amazon Case Study)
The Importance of Exploratory Data Analysis (EDA) There are no shortcuts in a machine learning project lifecycle. We can’t simply skip to the model …
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NLP
Top 6 Open Source Pretrained Models for Text Classification you should use
Introduction We are standing at the intersection of language and machines. I’m fascinated by this topic. Can a machine write as well as Shakespeare? …
Quick Introduction to Bag-of-Words (BoW) and TF-IDF for Creating Features from Text
The Challenge of Making Machines Understand Text “Language is a wonderful medium of communication” You and I would have understood that sentence in a …
Build Your First Text Classification model using PyTorch
Overview Learn how to perform text classification using PyTorch Grasp the importance of Pack Padding feature Understand the key points involved while solving text …
3 Important NLP Libraries for Indian Languages You Should Try Out Today!
Overview Ever wondered how to use NLP models in Indian languages? This article is all about breaking boundaries and exploring 3 amazing libraries for …
Here’s your Learning Path to Master Computer Vision in 2020
Introduction There are an overwhelming number of resources out there these days to learn computer vision concepts. How do you pick and choose from …
A Comprehensive Learning Path to Understand and Master NLP in 2020
Introduction Google “NLP jobs” and a remarkable number of relevant searches show up. There are businesses spinning up around the world that cater exclusively …
5 Weird and Hilarious Uses of Data Science
Introduction “Ripley’s Believe or Not” features some of the weirdest and most bizarre facts from around the world. How about creating our own Ripley’s …
An Exhaustive Guide to Detecting and Fighting Neural Fake News using NLP
Overview Neural fake news (fake news generated by AI) can be a huge issue for our society This article discusses different Natural Language Processing …
10 Exciting Real-World Applications of AI in Retail
Overview The rise of artificial intelligence (AI) has disrupted many industries in recent years One of the most impacted industries – retail! Retail operations …
