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What is Artificial Intelligence? How does AI work, Types and Future of it?

The intelligence demonstrated by machines is known as Artificial Intelligence. Artificial Intelligence has grown to be very popular in today's world. It is the simulation of natural intelligence in machines that are...
natural language processing

11 Trending Natural Language Processing Applications in 2021

Businesses need data but unfortunately, the more substantial part of the data which covers almost 80% of it, is unstructured and inaccessible. This is where Natural Language...
bag of words

An Introduction to Bag of Words (BoW) | What is Bag of Words?

Bag of words is a Natural Language Processing technique of text modelling. Through this blog, we will learn more about why Bag of Words is used, we...
data augmentation

Understanding Data Augmentation | What is Data Augmentation & how it works?

Data Augmentation: IntroductionNumerical Data AugmentationImage Augmentation for Computer Vision ApplicationsAdversarial Training based AugmentationGAN based AugmentationNeural Style Transfer based AugmentationText Augmentation Techniques for Natural Language Processing Contributed by: Arun...
POS tagging

Part of Speech (POS) tagging with Hidden Markov Model

What is POS tagging?Techniques for POS taggingPOS tagging with Hidden Markov ModelOptimizing HMM with Viterbi Algorithm Implementation using Python What is Part of Speech...