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Exploring the Hugging Face Inference API in JavaScript
Gain insights into Hugging Face Inference API in JavaScript. Learn to perform NLP and CV tasks like summarization, classification, and image segmentation, and integrate into React applications.
5.0
16 Lessons
4h
Join 2.9 million developers at
Join 2.9 million developers at
LEARNING OBJECTIVES
- Familiarity with the Hugging Face Inference API and its endpoints
- Ability to summarize, classify, and translate pre-existing text and generate new text using the Hugging Face Inference API
- Ability to perform image classification, object detection, and image segmentation using the Hugging Face Inference API
- Hands-on experience integrating API endpoints with a React application
Learning Roadmap
1.
Introduction
Introduction
Get familiar with Hugging Face API, its applications, and starting steps.
2.
NLP
NLP
Get started with NLP tasks like classification, translation, summarization, question answering, and more using Hugging Face API.
3.
Computer Vision
Computer Vision
3 Lessons
3 Lessons
Examine Hugging Face's capabilities for image classification, object detection, and image segmentation tasks.
Certificate of Completion
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Developed by MAANG Engineers
ABOUT THIS COURSE
The Hugging Face Inference API can be used to perform various NLP and CV related tasks such as summarization, classification, object detection, and image segmentation.
In this course, you'll first get an introduction to the Hugging Face Inference API and the different endpoints it offers. Then, you'll be provided with a step-by-step guide on how to sign up for an account and retrieve the API key. Further, you'll be provided a hands-on guide on performing various NLP tasks, including text classification, generation, summarization, translation, generation, and others. You'll also be introduced to other endpoints to perform image classification, object detection, and image segmentation using the Hugging Face Inference API. At the end of the course, you’ll get hands-on experience integrating the API endpoints into a fully functional React application.
By the time you're done with this course, you'll be able to work with Hugging Face Inference API in your projects.
ABOUT THE AUTHOR
Khayyam Hashmi
Computer scientist and Generative AI and Machine Learning specialist. VP of Technical Content @ educative.io.
Trusted by 2.9 million developers working at companies
A
Anthony Walker
@_webarchitect_
E
Evan Dunbar
ML Engineer
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Software Developer
Carlos Matias La Borde
S
Souvik Kundu
Front-end Developer
V
Vinay Krishnaiah
Software Developer
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