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Category Archives: machine learning

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Text generation using Context Free Grammar

machine learning, Natural Language Processing, TutorialsBy mbnehaddou2nd July 20176 Comments

What is Context free grammar? A Context-Free Grammar (CFG) is a set of rules that define what is and is not a valid sequence of “words” of a language. The rules aren’t limited to the production of text and can be applied in all fields where a fixed number of rules structures the production of…

3 methods to collect user feedback

machine learningBy mbnehaddou21st June 20177 Comments

When users interact with internet content it is important, specifically for recommendation systems, to get their feedback. There are mainly 3 ways that are commonly used to gather users feedback on the Internet. In the our case the content scored by the users could be any web entity such as news articles, products, vendors,…  1-…

how to bnuild a virtual assistant

machine learning, Natural Language Processing, ProgrammingBy mbnehaddou17th June 20174 Comments

“We all need a personal assistant, and we’ll all have one” In this series of blog posts, I’ll walk you through building and designing a basic virtual assistant like Apple’s Seri. Before delving into the details of how to build such an assistant, lets first explore what virtual assistants are and what are the players…

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