Tech Stories

EP:23 How Machine Learning Chats so naturally with Human Beings ?

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In this episode I covered the fundamental of Natural language processing 

What is natural language processing?

Natural language processing (NLP) is the ability of a computer program to understand human language as it is spoken and written -- referred to as natural language. It is a component of artificial intelligence

NLP consist of two things 

  • Data Pre Processing
  • Algorithm Development

    • Data PreProcessing:Data preprocessing involves preparing and "cleaning" text data for machines to be able to analyze it

    • Tokenization. This is when text is broken down into smaller units to work with.
    • Stop word removal. This is when common words are removed from text so unique words that offer the most information about the text remain.
    • Lemmatization and stemming. This is when words are reduced to their root forms to process.
    • Part-of-speech tagging. This is when words are marked based on the part-of speech they are -- such as nouns, verbs and adjectives.

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      • Huhopper Platform https://hubhopper.com/podcast/tech-stories/318515
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      • Spotify https://open.spotify.com/show/2GhCrAjQuVMFYBq8GbLbwa


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        Tech StoriesBy Amit Bhatt
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