Top 10 Hugging Face Datasets Posted on : Sep 08 - 2022

The most important task in any machine learning model is finding or building a dataset that perfectly accommodates your algorithm. Without the correct foundation, your machine learning model may not perform in its intended way.

While well-known sites such as Kaggle allow you to download and utilize thousands of adequate datasets, a few other dataset providers are increasing in popularity. In this article, we will cover one known as Hugging Face.

Hugging Face is an open-source dataset provider used mainly for its natural language processing (NLP) datasets. What is an NLP dataset? What are some of its uses?

NLP is a branch of artificial intelligence responsible for computer and human interaction using natural languages. It focuses on processing large amounts of human-understandable language (usually in text format) to extract hidden patterns and insights.

NLP has many benefits and real-life applications such as: categorizing items (text), detecting hate speech, and filtering out spam e-mails and messages.

Below we’ll take a deeper dive into NLP datasets provided by Hugging Face, what data they contain, how it is organized, and what they can be utilized for.

Top 10 Hugging Face Datasets List

1. IMDB Dataset

The IMDB dataset provides users with over 50,000 highly polar movie reviews that are labeled as either ‘positive’ or ‘negative’ depending on the written comment. View Mor