DLSEI 3.0 Cohort 3 registration has been closed.

Language Classification with Naive Bayes in Python

Included with DLSEI 3.0

Guided Project

Learn, practice, and apply job-ready skills with expert guidance

4.52

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Guided project Level

Recommended experience

2.00 Hours

Learn at your own pace

Data Science

Domain

About this guided project

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.

What skills will you gain?

Natural Language Processing

Artificial Intelligence and Machine Learning (AI/ML)

Computer Programming

Computer Science

Python Programming