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AI Text Summarization with Hugging Face Sign in before you view the course to earn a certificate of completion and access exercise files

AI Text Summarization with Hugging Face

With Janani Ravi Liked by 76 users
Duration: 2h 5m Skill level: Advanced Released: 10/30/2023

Course details

The Hugging Face AI community aspires to advance and democratize artificial intelligence through open source and open science. In this course, Janani Ravi guides you through using this powerful AI tool to summarize text. Learn how extractive text summarization works, as well as its intermediate representations. Explore evaluation metrics, and find out how to navigate and access information on the Hugging Face platform. Go over logging into Hugging Face, using the sumy library for extractive summarization, and using abstractive text summarization with the Hosted Inference API. Learn about sequence-to-sequence models, transformers, and how to use them in Hugging Face. Plus, dive into using a Hugging Face pipeline to perform actual summarization, fine-tuning a transformer model, and exploring several Hugging Face transformers.

This course was created by Janani Ravi. We are pleased to host this training in our library.

Skills you’ll gain

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Meet the instructor

Learner reviews

4.6 out of 5

52 ratings
  • 5 star
    Current value: 42 81%
  • 4 star
    Current value: 5 10%
  • 3 star
    Current value: 2 4%
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  • Muthukumar Gopalakrishnan Muthukumar Gopalakrishnan

    Muthukumar Gopalakrishnan

    Solutions Architect @ Relevantz | Design Thinking, Digital Transformation, Generative AI, AI/ML, Blockchain, and Metaverse

    5/5 November 18, 2023
    An informative course to understand the essential topics of Text summarization, with practical examples.
    Helpful · Report
  • Hazem Tamam Hazem Tamam

    Hazem Tamam

    Commissioning Team Leader at Veolia Water Technologies(Veolia Egypt)

    5/5 November 5, 2023
    good
    Helpful · Report

Contents

What’s included

  • Practice while you learn 1 exercise file
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