Free
Beginner
4h
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.
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.
The Hugging Face Inference API can be used to perform various NLP and CV related tasks such as summarization, classification, ob...Show More
WHAT YOU'LL LEARN
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
Familiarity with the Hugging Face Inference API and its endpoints
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TAKEAWAY SKILLS
Content
1.
Introduction
3 Lessons
Get familiar with Hugging Face API, its applications, and starting steps.
2.
NLP
8 Lessons
Get started with NLP tasks like classification, translation, summarization, question answering, and more using Hugging Face API.
3.
Computer Vision
3 Lessons
Examine Hugging Face's capabilities for image classification, object detection, and image segmentation tasks.
Certificate of Completion
Showcase your accomplishment by sharing your certificate of completion.
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