Augmentation techniques for imbalanced text classificatio...

What this episode covers

In this episode, we will introduce the issue of data imbalance and its impact on machine learning models, especially for text data. We will discuss a range of augmentation techniques and walked through how Walmart’s data science team built an automated augmentation module to apply these techniques consistently and effectively. For more details, you can refer to their published tech blog, linked here for your reference: https://medium.com/walmartglobaltech/augmentation-techniques-for-imbalanced-text-classification-f0d29c0f8ce1

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Frequently Asked Questions

How long is this episode of Snacks Weekly on Data Science?

This episode is 10 minutes long.

When was this Snacks Weekly on Data Science episode published?

This episode was published on December 2, 2024.

What is this episode about?

In this episode, we will introduce the issue of data imbalance and its impact on machine learning models, especially for text data. We will discuss a range of augmentation techniques and walked through how Walmart’s data science team built an...

Can I download this Snacks Weekly on Data Science episode?

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