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Have you ever wondered how a computer knows that a cat is more like a dog than a car? To a machine, words are just strings of characters or arbitrary ID numbers. But in the world of Natural Language Processing, we’ve found a way to give words a home ...

Last Blog Review → In the last, blog we understood how to use “Find” command in linux, which makes the life easy as there are lot of files and directories in linux because being a inverted tree like structure, it’s very difficult to find a particular...

Introduction At the core of AI’s ability to understand language lies an invisible map — one that doesn’t just list words but captures their meaning and connections. How can machines tell that king and queen are related, or that dog is closer to cat ...

🌟INTRODUCTION What are these Word Embeddings? In a broad sense, these are just representations of words using numbers or vectors. Well, there’s more to it and In this blog, I will be going through the whole story of WORD EMBEDDINGS. "Okay, but why '...

🌟INTRODUCTION What are these Word Embeddings? In a broad sense, these are just representations of words using numbers or vectors. Well, there’s more to it and In this blog, I will be going through the whole story of WORD EMBEDDINGS. "Okay, but why '...

At its core, modern Natural Language Processing is built on a fascinating idea: "A word is characterized by the company it keeps." When I first learned about vector embeddings, this concept instantly reminded me of the saying "You are the average of ...
