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language identification machine learning pipeline

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Automatic Classification – Tagging and Summarization – Customizable Filtering and Analysis

If you are looking for an answer to the question What is Artificial Intelligence? and you only have a minute, then here's the definition the Association for the Advancement of Artificial Intelligence offers on its home page: "the scientific understanding of the mechanisms underlying thought and intelligent behavior and their embodiment in machines."

However, if you are fortunate enough to have more than a minute, then please get ready to embark upon an exciting journey exploring AI (but beware, it could last a lifetime) …

Natural Language Identification Machine Learning Pipeline with Python and Scikit-Learn

#artificialintelligenceMay-7-2018, 21:06:32 GMT

Graduate Project for Harvard's Python for Data Science (CSCI E - 29) In this project, I pulled text data from European Parliament Proceedings in 21 languages. Using Scikit-Learn, I transformed the raw text into a numerical feature matrix, and trained a Multinomial naive bayes probability model to classify input language with greater than 99% accuracy.

artificial intelligence, language identification machine learning pipeline, python and scikit-learn

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Technology: Information Technology > Artificial Intelligence > Machine Learning (1.00)

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