Description
Hugging Face in Action, Video Edition is a course on using Hugging Face tools and libraries published by Oreilly Online Academy. This course provides a practical and hands-on introduction to using Hugging Face tools and libraries to build real-world AI and natural language processing (NLP) applications. You’ll learn how to work with Transformers, manage datasets, fine-tune pre-trained models, deploy models efficiently, and integrate advanced NLP features into your projects. This video-based format walks you through core workflows such as text classification, summarization, translation, and conversational AI, while also exploring model hubs, pipelines, tokenizers, and responsible AI practices.
Key points include understanding the Hugging Face ecosystem; using Transformers and pipelines for tasks such as text classification, summarization, and translation; Work with datasets and tokenizers; fine-tune pre-trained models for custom applications; use the Hugging Face Hub for model sharing; deploy models in a production environment; integrate responsible AI principles; and build end-to-end NLP systems using practical workflows demonstrated in video lessons. By the end of the course, you will be able to confidently use the Hugging Face ecosystem to develop, optimize, and deploy modern machine learning solutions.
What you will learn in Hugging Face in Action, Video Edition:
- Using face hug converters and pipelines for NLP tasks
- Applying face hug techniques to computer vision projects
- Manipulating face hug datasets for efficient data management
- Training machine learning models with AutoTrain
- Implementing AI agents to automate tasks
- Developing LLM-based applications using LangChain and LlamaIndex
- Building LangChain applications visually with LangFlow
- Building web-based user interfaces using Gradio
- Building LLM-based applications with local execution with GPT4ALL
- Querying local data using large language models
- And…
Course specifications
Publisher: Oreilly
Instructors: Wei-Meng Lee
Language: English
Level: Introductory to Advanced
Number of Lessons: 55
Duration: 6 hours and 3 minutes
Course topics
Hugging Face in Action, Video Edition Prerequisites
None
Pictures
Hugging Face in Action, Video Edition introduction video
Installation guide
After Extract, watch with your favorite Player.
English subtitle
Quality: 720p
Downloadly link
Rapidgator link
File password (s): www.downloadly.ir
Size
738 MB
