LLMOps Courses and Certifications

LLMOps: Building Real-World Applications With Large Language Models

1 rating at Udacity

Master LLMOps principles through hands-on projects: fine-tune models, deploy production applications, implement AI safety measures, and build real-world solutions like chatbots.

• Udacity
• 11 hours
• On-Demand
• Free Online Course

LLMOps Masterclass 2026 - Generative AI - MLOps - AIOps

1414 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
• On-Demand
• Paid Course

Deploying LLMs: A Practical Guide to LLMOps in Production

722 ratings at Udemy

Llama 3, GPT, ML-Ops, Ray, MLFlow, LoRa, AWQ, GPTQ, LLMOps, Deployment, Generative AI, LLMs, Flash Paged Attention, Cost

• Udemy
• 5 hours 13 minutes
• On-Demand
• Paid Course

LLMOps And AIOps Bootcamp With 8 End To End Projects

401 ratings at Udemy

Jenkins CI/CD, Docker, K8s, AWS/GCP, Prometheus monitoring & vector DBs for production LLM deployment with real projects

• Udemy
• 1 day 6 hours
• On-Demand
• Paid Course

LLMOps

36 ratings at Coursera

Develop an LLMOps pipeline: preprocess data, configure tuning, deploy custom LLMs, and monitor safety for tailored applications like Python coding chatbots using BigQuery, Kubeflow, and Google Cloud.

• Coursera
• 1 hour 3 minutes
• On-Demand
• Paid Course

Packt

Essential Guide to LLMOps

Master essential strategies for deploying, monitoring, and optimizing Large Language Models in production environments through practical LLMOps workflows and governance.

• Coursera
• 9 hours 47 minutes
• On-Demand
• Paid Course

Pragmatic AI Labs Microcredential

Large Language Model Operations (LLMOps)

Master Large Language Model Operations through hands-on projects across Azure, AWS, Databricks, and local infrastructure. Gain practical skills in designing, deploying, and scaling LLMs for diverse applications and real-world challenges.

• edX
• On-Demand
• $2,743.00
• 6 courses

LLMOps in Practice: A Deep Dive

38 ratings at LinkedIn Learning

Discover the core concepts and technical skills required to build and manage an LLM-based app in production.

• LinkedIn Learning
• 4 hours 27 minutes
• On-Demand
• Free Trial Available

Microcredential

Manage Your LLMs with LLMOps

Master LLMOps from foundational programming techniques to production deployment, covering fine-tuning, vector databases, agents, and enterprise-scale applications.

• LinkedIn Learning
• On-Demand
• Free Trial Available

Advanced LLMOps: Deploying and Managing LLMs in Production

2 ratings at LinkedIn Learning

Learn advanced techniques and best practices for deploying and monitoring large language models in production environments.

• LinkedIn Learning
• 1 hour 45 minutes
• On-Demand
• Free Trial Available

Associate AI Engineer for Developers

Learn how to integrate AI into software applications using APIs and open-source libraries. Start your journey to becoming an AI Engineer today!

• DataCamp
• 1 day 2 hours
• On-Demand
• Free Trial Available

LLMOps Space

Building an LLMOps Stack for Large Language Models

Explore LLMOps architecture: MLFlow for LLMs, Vector Databases, RAG strategies, and prompt evaluation. Gain insights into optimizing and deploying large language models effectively.

• YouTube
• 43 minutes
• On-Demand
• Free Video

Anyscale

Enabling End-to-End LLMOps on Michelangelo with Ray

Explore Uber's extension of Michelangelo for end-to-end LLMOps, leveraging Ray for scalable development with hundreds of A100 GPUs and integrating open-source techniques for efficient custom LLM creation.

• YouTube
• 30 minutes
• On-Demand
• Free Video

LLMOps Space

Traceability and Observability in Multi-Step LLM Systems - LLMOps

Explore advanced techniques for implementing traceability and observability in multi-step LLM systems, focusing on RAG systems and leveraging OpenTelemetry for deep insights.

• YouTube
• 49 minutes
• On-Demand
• Free Video

LLMOps Space

Building LLM-Powered Apps: Best Practices for Vector Databases and LLMOps

Explore best practices for LLM-based app development, covering design considerations, technical aspects, and deployment strategies for optimal performance and scalability.

• YouTube
• 45 minutes
• On-Demand
• Free Video