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Rust for Large Language Model Operations (LLMOps)
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Rust for Large Language Model Operations (LLMOps)

This course is part of Rust Programming.

Course Cost

Free course

Intermediate

Skill Level

16 Hours

Self-paced Video lessons

This course cannot be purchased separately - to access the complete learning experience, graded assignments, and earn certificates, you'll need to enroll in the full Rust Programming Specialization program. You can audit this specific course for free to explore the content, which includes access to course materials and lectures. This allows you to learn at your own pace without any financial commitment.

What you'll learn

  • Integrate Rust with LLM frameworks and tools

  • Deploy models on cloud infrastructure

  • Implement MLOps workflows and pipelines

  • Build production-ready AI applications

  • Utilize advanced NLP models and techniques

Skills you'll gain

Rust Programming
Machine Learning
HuggingFace Transformers
LLMOps
MLOps
AWS Integration
DevOps
Natural Language Processing
Model Deployment
Cloud Computing

This course includes:

3.9 Hours PreRecorded video

5 quizzes

Access on Mobile, Tablet, Desktop

FullTime access

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Share your certificate with prospective employers and your professional network on LinkedIn.

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Top companies offer this course to their employees

Top companies provide this course to enhance their employees' skills, ensuring they excel in handling complex projects and drive organizational success.

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There are 4 modules in this course

This comprehensive course focuses on implementing Large Language Model Operations using Rust programming language. Students learn to integrate Rust with sophisticated LLM frameworks like HuggingFace Transformers and Candle. The curriculum covers MLOps principles, cloud deployment on AWS, and hands-on experience with state-of-the-art models including StarCoder and Whisper. Topics include DevOps methodologies, model training, and production deployment strategies.

DevOps Concepts for MLOps

Module 1 · 6 Hours to complete

Rust Hugging Face Candle

Module 2 · 4 Hours to complete

Key LLMOps Technologies

Module 3 · 3 Hours to complete

Key Generative AI Technologies

Module 4 · 3 Hours to complete

Fee Structure

Individual course purchase is not available - to enroll in this course with a certificate, you need to purchase the complete Professional Certificate Course. For enrollment and detailed fee structure, visit the following: Rust Programming

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Faculties

These are the expert instructors who will be teaching you throughout the course. With a wealth of knowledge and real-world experience, they're here to guide, inspire, and support you every step of the way. Get to know the people who will help you reach your learning goals and make the most of your journey.

Rust for Large Language Model Operations (LLMOps)

Intermediate

Skill Level

16 Hours

Self-paced Video lessons

Course Cost

Free course

Completion

CERTIFICATE

Frequently asked Questions

Below are some of the most commonly asked questions about this course. We aim to provide clear and concise answers to help you better understand the course content, structure, and any other relevant information. If you have any additional questions or if your question is not listed here, please don't hesitate to reach out to our support team for further assistance.