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Rust for Large Language Model Operations
Coursera
Course
Unknown

Rust for Large Language Model Operations

Duke University

Learn to use Rust for managing large language AI models, integrating them with cloud platforms and applying DevOps methodologies.

Unknown4 weeksEnglish3,392 enrolled

About this Course

Do you aspire to be a Rust developer at the forefront of the AI revolution? This groundbreaking course is designed specifically to train you in Large Language Model Operations (LLMOps) using Rust. This course doesn't just scratch the surface; it takes a deep dive into how you can integrate Rust with sophisticated LLM frameworks like HuggingFace Transformers. We'll also explore how to effectively deploy these large models on cloud infrastructures such as AWS, all while incorporating DevOps methodologies tailored for LLMOps

What You'll Learn

  • Master deploying Rust for complex LLMOps workflows
  • Integrate Rust with existing AI frameworks
  • Apply best DevOps practices for LLM operations

Prerequisites

  • Basic knowledge of Rust and AI operations
  • Readiness for applied exercises or case studies

Instructors

N

Noah Gift

Executive in Residence and Founder of Pragmatic AI Labs

A

Alfredo Deza

Adjunct Assistant Professor in the Pratt School of Engineering

Topics

Software Development
Computer Science
Machine Learning
Data Science
Rust (Programming Language)
Cloud Deployment
Generative AI
MLOps (Machine Learning Operations)
Infrastructure as Code (IaC)
DevOps

Course Info

PlatformCoursera
LevelUnknown
PacingUnknown
PriceFree

Skills

تطوير البرمجيات
علوم الحاسوب
التعلم الآلي
علوم البيانات
لغة Rust
النشر السحابي
الذكاء الاصطناعي التوليدي
عمليات تعلم الآلة
Infrastructure as Code (IaC)
DevOps

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