LLMOps Courses and Certifications

The Machine Learning Engineer

LLMOps - Connect to Your Copilot Agents with Azure Bot Service

Master building custom Direct Line clients to integrate Microsoft Copilot Studio agents with Azure Bot Service using Python, Django, and secure OAuth authentication.

• YouTube
• 1 hour 17 minutes
• On-Demand
• Free Video

MLOps World: Machine Learning in Production

LLMOps Infrastructure for Production-Grade Agentic RAG Applications with Union.ai

Master LLMOps infrastructure for production-grade agentic RAG applications using Union.ai platform, covering deployment, iteration, and systematic improvement techniques.

• YouTube
• 1 hour 26 minutes
• On-Demand
• Free Video

The Machine Learning Engineer

LLMOps - Connect to Your Copilot Agents Using Available SDKs

Discover how to build a Django application integrating Microsoft Copilot Studio agents through four methods: SDK calls, Direct Line Webchat, Graph semantic search, and iframe embedding.

• YouTube
• 1 hour 28 minutes
• On-Demand
• Free Video

LLMOps Concepts

Learn about LLMOps from ideation to deployment, gain insights into the lifecycle and challenges, and learn how to apply these concepts to your applications.

• DataCamp
• 1 hour
• On-Demand
• Free Trial Available

LangChain 101 for Beginners (OpenAI / ChatGPT / LLMOps)

2517 ratings at Udemy

Learn all the basics of LangChain by building LLM-powered Python applications with OpenAI, HuggingFace and Chroma!

• Udemy
• 1 hour 7 minutes
• On-Demand
• Paid Course

Packt

LLM Engineer’s Handbook

Master LLM engineering from design to deployment with hands-on MLOps practices, covering architecture, fine-tuning, RAG pipelines, and production-ready systems for AI professionals.

• Coursera
• 21 hours 41 minutes
• On-Demand
• Paid Course

Coursera

Document and Evaluate LLM Prompting Success

Discover how to transform LLM prototypes into reliable production systems through operational documentation, systematic prompt evaluation, and data-driven optimization strategies.

• Coursera
• 1 hour 52 minutes
• On-Demand
• Paid Course

Amazon Web Services;  Amazon

Operacionalização de aplicações de IA generativa (FMOps/LLMOps) (Português) | Operationalize Generative AI Applications (FMOps/LLMOps) (Portuguese)

Explore os desafios e ferramentas para operacionalizar LLMs, desde seleção e avaliação até RAG, ajuste fino, monitoramento e governança, com arquitetura de referência e demonstrações práticas.

• AWS Skill Builder
• 1 hour 30 minutes
• On-Demand
• Free Certificate

Amazon Web Services;  Amazon

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

Explore los desafíos y herramientas para operacionalizar LLMs, desde la selección y evaluación hasta RAG, ajuste de precisión, supervisión y gobernanza, con arquitecturas de referencia en AWS.

• AWS Skill Builder
• 1 hour 30 minutes
• On-Demand
• Free Certificate

Amazon Web Services;  Amazon

Operationalize Generative AI Applications (FMOps/LLMOps) (Bahasa Indonesia)

Pelajari tantangan produksi LLM, alat yang tersedia, dan arsitektur referensi untuk mengembangkan, men-deploy, dan mengoperasionalkan LLM di AWS dengan pendekatan komprehensif untuk FMOps/LLMOps.

• AWS Skill Builder
• 1 hour 30 minutes
• On-Demand
• Free Certificate

Amazon Web Services;  Amazon

Operationalize Generative AI Applications (FMOps/LLMOps) (한국어)

한국어로 생성형 AI 애플리케이션을 운영화하는 방법을 배우고, LLM 개발부터 배포, 운영까지의 참조 아키텍처와 도구를 탐색하세요. RAG, 미세 조정, 모니터링 및 보안 모범 사례를 포함합니다.

• AWS Skill Builder
• 1 hour 30 minutes
• On-Demand
• Free Certificate

Amazon Web Services;  Amazon

Operationalize Generative AI Applications (FMOps/LLMOps) (简体中文)

Dive into the challenges and tools for operationalizing LLMs in production, covering development, deployment, evaluation, RAG components, fine-tuning techniques, monitoring, and security best practices on AWS.

• AWS Skill Builder
• 1 hour 30 minutes
• On-Demand
• Free Certificate

Amazon Web Services;  Amazon

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

Dive into LLMOps with AWS, mastering production-level generative AI applications through comprehensive architecture, evaluation methods, RAG implementation, fine-tuning techniques, and security best practices.

• AWS Skill Builder
• 1 hour 30 minutes
• On-Demand
• 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)

Explore la operacionalización de LLMs, desde la evaluación y ajuste hasta la implementación segura, usando herramientas AWS para desarrollar aplicaciones de IA generativa efectivas y escalables.

• AWS Skill Builder
• 1 hour 30 minutes
• On-Demand
• Free Certificate

Amazon Web Services;  Amazon

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

Delve into operationalizing LLM applications with comprehensive coverage of deployment, monitoring, evaluation, and security best practices for implementing generative AI solutions in AWS.

• AWS Skill Builder
• 1 hour 30 minutes
• On-Demand
• Free Certificate