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http://https://sites.google.com/site/arijitlaha/
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Arijit Laha's Blog

Measuring Similarity between Objects

Posted on October 12, 2016 at 11:00pm 1 Comment

The ability to recognize objects and their relationships is at the core of intelligent behavior. This, in turn, depend on one’s ability of perceiving similarity or dissimilarity between objects, be physical or abstract ones. Hence, if we are interested to make computers behave with any degree of intelligence, we have to write programs that can work with relevant representation of objects and means to compute their similarities or lack thereof, i.e., dissimilarity (obviously, they are…

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Context Levels in Data Science Solutioning in real-world

Posted on October 3, 2016 at 10:30pm 0 Comments

A Data science-based solution needs to address problems at multiple levels. While it addresses a business problem, computationally it is comprised of a pipeline of algorithm which, in turn, operates on relevant data presented in proper format. Thus to understand the them we need to focus at least at the

  • Business level;
  • Algorithm level; and
  • Data level.

Contrary to the popular belief, almost all non-trivial data science solutions are needed to be…

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