This comprehensive course on Generative AI using Hugging Face equips you with the skills to build real-world NLP applications powered by transformer models. Begin with an introduction to the Hugging Face ecosystem and its role in accelerating AI development. Gain hands-on experience with speech-to-text pipelines and learn how to convert audio into accurate transcripts using pre-trained models. Progress to building sentiment analysis tools that interpret user feedback and classify emotions from text data. Advance your skills in natural language generation by leveraging Hugging Face's pre-trained transformers to create human-like content at scale, ideal for chatbots, summaries, and automated writing.

您将学到什么
Understand LLM capabilities like summarization and content translation
Build real-world applications using chatbots, virtual assistants, and sentiment analysis
Evaluate LLM performance using ROUGE, GLUE, SuperGLUE, and BIG-bench benchmarks
Analyze industry use cases and deployment strategies for LLM-powered solutions
您将获得的技能
要了解的详细信息

可分享的证书
添加到您的领英档案
作业
3 项作业
授课语言:英语(English)
了解顶级公司的员工如何掌握热门技能

该课程共有1个模块
Explore the power of Generative AI using Hugging Face in this hands-on module. Begin with an introduction to Hugging Face and its ecosystem. Learn to implement speech-to-text applications and build sentiment analysis models. Progress to advanced text generation using pre-trained transformers for real-world use cases in NLP and AI content creation.
涵盖的内容
7个视频1篇阅读材料3个作业
位教师

提供方
人们为什么选择 Coursera 来帮助自己实现职业发展

Felipe M.
自 2018开始学习的学生
''能够按照自己的速度和节奏学习课程是一次很棒的经历。只要符合自己的时间表和心情,我就可以学习。'

Jennifer J.
自 2020开始学习的学生
''我直接将从课程中学到的概念和技能应用到一个令人兴奋的新工作项目中。'

Larry W.
自 2021开始学习的学生
''如果我的大学不提供我需要的主题课程,Coursera 便是最好的去处之一。'

Chaitanya A.
''学习不仅仅是在工作中做的更好:它远不止于此。Coursera 让我无限制地学习。'
从 Computer Science 浏览更多内容

DeepLearning.AI

Pragmatic AI Labs

Pragmatic AI Labs



