Language Classification with Naive Bayes in Python

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在此指导项目中,您将:
60-75 minutes
中级
无需下载
分屏视频
英语(English)
仅限桌面

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.

您要培养的技能

  • Statistics

  • Machine Learning

  • Natural Language Processing

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