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This course equips you with the skills to build real-world NLP applications using transformer models from the Hugging Face ecosystem. You will gain hands-on experience with speech-to-text pipelines, sentiment analysis, and text generation.

This course teaches you how to use open-source models from the Hugging Face Hub for various tasks like NLP, audio, and image processing. You will learn to use the transformers library to perform these tasks with just a few lines of code and deploy your applications using Gradio and Hugging Face Spaces.

This course, developed in collaboration with Hugging Face, teaches the fundamentals of model quantization. You will learn to compress large models, making them more accessible and efficient, using the Hugging Face Transformers library and Quanto.