Hugging Face Tutorial

Hugging Face is a company and open-source community that focuses on natural language processing (NLP) and artificial intelligence (AI). It is best known for its Transformers library, which provides tools and pre-trained models for a wide range of NLP tasks, such as text classification, sentiment analysis, machine translation, and more

Hugging Face Tutorial

Features of Hugging Face

  1. Transformers Library: A comprehensive library that includes thousands of pre-trained models like BERT, GPT, T5, and others, which can be fine-tuned for specific tasks.
  2. Model Hub: A platform where users can share and download pre-trained models, datasets, and other resources.
  3. Datasets Library: Provides easy access to a wide variety of datasets for NLP tasks.
  4. Spaces: A platform for hosting and sharing machine learning demos and applications.
  5. Inference API: Allows users to easily deploy and use models in production environments.

Viewers

The Hugging Face tutorial is prepared for students, engineers, and professionals. It will help machine learning and data science enthusiasts understand the concept of AI.

Hugging Face Tutorial – Index

  1. Hugging Face – Introduction and Features
  2. Use Cases of Hugging Face
  3. Transformers Library of Hugging Face
  4. Datasets Library of Hugging Face
  5. Tokenizer Library of Hugging Face
  6. Install the Transformers Hugging Face library
  7. Install the Datasets Hugging Face library
  8. Install the Tokenizer Hugging Face library
  9. What is the Hugging Face Access Token
  10. How to create Hugging Face API key (Access Token)
  11. How to download a dataset on Hugging Face
  12. Top 10 Hugging Face datasets
  13. How to download a model from Hugging Face
  14. Sentiment Analysis using Hugging Face
  15. Text Classification using Hugging Face
  16. Text Summarizations using Hugging Face
  17. Text2Text Generations (Translate) using Hugging Face
  18. Question Answering using Hugging Face
  19. Text to Image using Hugging Face Diffusers
  20. Text to Video using Hugging Face

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Read More:

Install the Tokenizers Hugging Face library
How to download a dataset on Hugging Face
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