Applying Hugging Face Machine Learning Pipelines in Python

Applying Hugging Face Machine Learning Pipelines in Python

This course introduces Hugging Face models and uses them for several NLP and computer vision tasks.

Intermediate

17 Lessons

40min

Certificate of Completion

This course introduces Hugging Face models and uses them for several NLP and computer vision tasks.

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Explanations

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This course includes

10 Playgrounds

This course includes

10 Playgrounds

Course Overview

Hugging Face is a community-driven effort to develop and promote artificial intelligence for a wide array of applications. The organization’s pre-trained, state-of-the-art deep learning models can be deployed to various machine learning tasks. In this course, you’ll explore the Hugging Face artificial intelligence library with particular attention to natural language processing (NLP) and computer vision. You’ll first explore Hugging Face’s approach to deep learning with specific attention to transformers. ...Show More

TAKEAWAY SKILLS

Deep Learning

Natural Language Processing

What You'll Learn

A familiarity with Hugging Face and their library of machine learning models

A working knowledge of Hugging Face’s pipeline APIs and their applications

The ability to apply Hugging Face models to generate and read text using natural language processing

The ability to apply Hugging Face models to computer vision tasks

Hands-on experience implementing Hugging Face models using Python and PyTorch

What You'll Learn

A familiarity with Hugging Face and their library of machine learning models

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