IIRF Online > Development > Data Science > Natural Language Processing > NLP in Practice: Deploying and Fine-Tuning LLMs with Open-Source Technologies
NLP in Practice: Deploying and Fine-Tuning LLMs with Open-Source Technologies by Futurelearn
Unlock the power of GenAI with innovative NLP solutions that advance your tech career. Gain in-demand skills online in weeks.
Course Highlights
- Apply best-practices to AI Engineering
- Assess fundamental concepts of AI development.
- Compare and contrast different LLM frameworks
- Debate ethical AI concepts and theory.
Skills you will learn!
Curriculum
6 Topics
About the Course
Introduction to Large Language Models
Getting started with local models
Getting started with Rust Candle
Using Rust Candle
Graded Quiz
4 Topics
Evaluating Real-World Performance of LLMs
Exploring Production LLM Workflows
Retrieval Augmented Generation with local LLMs
Graded Quiz
2 Topics
Foundations of responsible Generative AI
Graded Quiz
NLP in Practice: Deploying and Fine-Tuning LLMs with Open-Source Technologies
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