LLMOps Courses and Certifications

LLMOps Concepts

3171 ratings at DataCamp

An Introduction to LLMOps Embark on a journey into Large Language Model Operations (LLMOps).

• DataCamp
• 1 hour
• Self-Paced
• Free Trial Available

LLMOps: Building Real-World Applications With Large Language Models

4 ratings at Udacity

Build, deploy, monitor, evaluate, and secure production applications powered by large language models through an end-to-end LLMOps lifecycle.

• Udacity
• 11 hours
• Self-Paced
• Free Certificate

Career Certificate

Large Language Model Operations (LLMOps)

357 ratings at Coursera

Design, deploy, and scale large language models across Azure, AWS, Databricks, and local infrastructure, with generative AI techniques, data engineering, and open source LLMOps solutions.

• Coursera
• 20 weeks, 10 hours a week
• Self-Paced
• Paid Course
• 6 courses

Open Source LLMOps Solutions

31 ratings at Coursera

Run open source LLMs locally and in the cloud: use HuggingFace Transformers and llamafile, fine-tune Mistral or LLaMA, and deploy models with ONNX and vLLM.

• Coursera
• 4 weeks, 9 hours a week
• Self-Paced
• Paid Course

Rust for Large Language Model Operations (LLMOps)

15 ratings at Coursera

Build and deploy large language models in Rust: use Candle with Hugging Face transformers, convert BERT to ONNX, and apply DevOps practices on AWS.

• Coursera
• 4 weeks, 4 hours a week
• Self-Paced
• Paid Course

LLMOps Masterclass 2026 - Generative AI - MLOps - AIOps

1804 ratings at Udemy

Unlock the Future: Mastering Generative AI, MLOps, AIOps - LLMOps with Open AI and Hugging Face Models Deploy to Prod

• Udemy
• 16 hours 39 minutes
• Self-Paced
• Paid Course

Packt

Essential Guide to LLMOps

1 rating

Learn to run large language models in production: build LLMOps pipelines for data processing, model development, inference and serving, monitoring, governance, and compliance.

• Coursera
• 8 weeks, 1 hour a week
• Self-Paced
• Paid Course

LLMOps

39 ratings at Coursera

Build an LLMOps pipeline: transform BigQuery data for supervised instruction tuning, version models, and run Kubeflow Pipelines on Google Cloud to deploy a Python Q&A chatbot.

• Coursera
• 1 hour 3 minutes
• Self-Paced
• Free Online Course

Pragmatic AI Labs

Open Source LLMOps

Unlock Open Source AI: Dive into LLM Architectures, Fine-Tuning, and Cutting-Edge Deployments.

• edX
• 4 weeks, 3-6 hours a week
• Self-Paced
• Free Online Course (Audit)

Pragmatic AI Labs

Rust for Large Language Model Operations (LLMOps)

Develop efficient Large Language Model solutions using Rust.

• edX
• 4 weeks, 3-6 hours a week
• Self-Paced
• Free Online Course (Audit)

Amazon Web Services;  Amazon

Operationalize Generative AI Applications (FMOps/LLMOps)

Explores how to productionize LLM applications through LLMOps, from model selection and evaluation to RAG, fine-tuning, monitoring, governance, and security.

• AWS Skill Builder
• 1 hour 30 minutes
• Self-Paced
• Free Certificate

Amazon Web Services;  Amazon

AWS Flash - Operationalize Generative AI Applications (FMOps/LLMOps)

Overview of architectures, methods, and AWS tools for selecting, evaluating, customizing, monitoring, governing, and deploying large language models in production.

• AWS Skill Builder
• 1 hour 30 minutes
• Self-Paced
• Free Certificate

Amazon Web Services;  Amazon

AWS Flash - Operacionalice las aplicaciones de IA generativa (FMOps/LLMOps) (Español LATAM) | AWS Flash - Operationalize Generative AI Applications (FMOps/LLMOps) (LATAM Spanish)

Curso intermedio sobre cómo llevar los LLM a producción mediante evaluación, RAG, ajuste, supervisión, seguridad y una arquitectura de LLMOps en AWS.

• AWS Skill Builder
• 1 hour 30 minutes
• Self-Paced
• Free Certificate

Amazon Web Services;  Amazon

AWS Flash - Operationalize Generative AI Applications (FMOps/LLMOps) (Korean)

AWS 기반 LLMOps 참조 아키텍처를 통해 LLM 애플리케이션의 개발, 배포, 평가 및 운영을 살펴봅니다.

• AWS Skill Builder
• 1 hour 30 minutes
• Self-Paced
• Free Certificate

Amazon Web Services;  Amazon

AWS Flash - Operationalize Generative AI Applications (FMOps/LLMOps) (Indonesian)

Pelajari cara mengoperasionalkan LLM, dari pemilihan dan evaluasi hingga RAG, penyetelan, pemantauan, keamanan, tata kelola, serta arsitektur di AWS.

• AWS Skill Builder
• 1 hour 30 minutes
• Self-Paced
• Free Certificate