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Language Classification with Naive Bayes in Python
  • Level Intermediate
  • Duration 4 hours
  • Offered by

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In this 1-hour long project, you will learn how to clean and preprocess data for language classification. You will learn some theory behind Naive Bayes Modeling, and the impact that class imbalance of training data has on classification performance. You will learn how to use subword units to further mitigate the negative effects of class imbalance, and build an even better model.

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Enhance your data science skills with the "Language Classification with Naive Bayes in Python" course by Coursera. In this 1-hour intermediate-level project, you'll master data cleaning and preprocessing for language classification. Perfect for those looking to deepen their AI knowledge, and it's free!