Rust for Large Language Model Operations (LLMOps)

This course is part of Rust Programming Specialization

Instructors: Noah Gift +1 more

What you'll learn

  •   Mastery in deploying Rust for intricate LLMOps workflows.

    • Skills you'll gain

  •   CI/CD
  •   Deep Learning
  •   PyTorch (Machine Learning Library)
  •   Applied Machine Learning
  •   Application Deployment
  •   MLOps (Machine Learning Operations)
  •   Amazon Web Services
  •   System Monitoring
  •   Rust (Programming Language)
  •   Large Language Modeling
  •   Cloud Security
  •   Natural Language Processing
  •   Generative AI
  •   Cloud Development
  •   DevOps

    • There are 4 modules in 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.

    Rust Hugging Face Candle

    Key LLMOps Technologies

    Key Generative AI Technologies

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