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About Me

 I am Madhavan...

I am on a journey to becoming a data scientist. I love to unravel trends in data, visualize it and predict the future with ML algorithms! But the most satisfying part of this journey is sharing my learnings, from the challenges that I face, with the community to make the world a better place!

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Batch and Online Learning

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What is text.similar() & text.common_contexts() of nltk

Let's first define our input text, I will just Copy/Paste the first paragraph of  Game of Thrones Wikipedia page : input_text = "Game of Thrones is an American fantasy drama television series \ created by David Benioff and D. B. Weiss for HBO. It is an adaptation of A Song \ of Ice and Fire, George R. R. Martin's series of fantasy novels, the first of \ which is A Game of Thrones. The show was filmed in Belfast and elsewhere in the \ United Kingdom, Canada, Croatia, Iceland, Malta, Morocco, Spain, and the \ United States.[1] The series premiered on HBO in the United States on April \ 17, 2011, and concluded on May 19, 2019, with 73 episodes broadcast over \ eight seasons. Set on the fictional continents of Westeros and Essos, Game of \ Thrones has several plots and a large ensemble cast, and follows several story \ arcs. One arc is about the Iron Throne of the Seven Kingdoms, and follows a web \ of alliances and conflicts among the noble dynasties either vying to claim the...
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