AI and Machine Learning

Rust (LLMOps)

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eDX

Learn proficiency in the construction, deployment, and safeguarding of large language models at scale, utilizing Rust, Amazon Web Services (AWS), and established DevOps best practices.

Key AI Functions:llmops, devops, language model, ai & machine learning

Description for Rust (LLMOps)

  • Establishing an Effective LLMOps Infrastructure Utilizing Rust: Comprehend how to harness the safety and performance advantages of Rust to develop an efficient and dependable LLMOps infrastructure.

  • Developing Rust Bindings for LLM Frameworks: Learn the skills necessary to construct Rust bindings that facilitate seamless integration with renowned LLM frameworks, such as HuggingFace Transformers.

  • Constructing and Implementing Large Language Models at Scale Utilizing AWS: Acquire expertise in the methodologies for constructing, training, and deploying large language models at scale, leveraging AWS services in conjunction with the Rust programming language.

  • Using DevOps and LLMOps Best Practices: To improve and streamline LLM pipelines, use DevOps and LLMOps best practices, like CI/CD.

Level: Beginner

Certification Degree: yes

Languages the Course is Available: 1

Offered by: On edX provided by AI

Duration: 3�6 hours per week 4 weeks (approximately)

Schedule: Flexible

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