LLMOps Courses and Certifications

Anyscale

Enabling End-to-End LLMOps on Michelangelo with Ray

Explora cómo Uber extiende Michelangelo para soportar LLMOps de extremo a extremo, utilizando Ray para crear un entorno de desarrollo escalable e interactivo que mejora el desarrollo de modelos personalizados basados en LLMs.

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

Foundations of Local Large Language models

Gain hands-on experience with local Large Language Models, from setup to deployment, exploring tools, programming languages, and responsible AI practices.

• Coursera
• 23 hours 25 minutes
• On-Demand
• Free Online Course (Audit)

2024 Bootcamp: Generative AI + LLM App Development.

967 ratings at Udemy

From zero to professional level: learn the keys to AI and build the most potential Generative AI applications.

• Udemy
• 2 days 12 hours 59 minutes
• On-Demand
• Paid Course

Databricks

Large Language Models: Application through Production

45 ratings at edX

This course is aimed at developers, data scientists, and engineers looking to build LLM-centric applications with the latest and most popular frameworks. By the end of this course, you will have built an end-to-end LLM workflow that is ready for producti…

• edX
• 6 weeks, 4-10 hours a week
• On-Demand
• Free Online Course (Audit)

LLMOps

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

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
• 3 hours
• 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

The Full Stack

LLMOps - LLM Bootcamp

Explore LLMOps principles for improving language model applications, covering model selection, prompt management, testing strategies, evaluation metrics, deployment, and test-driven development.

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

MLOps: Why DevOps Solutions Fall Short in the Machine Learning World

Explore MLOps challenges, differences from DevOps, and solutions for efficient machine learning development. Learn about GitLab's approach and the emerging field of LLMOps.

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

End-to-End AI App Development: Prompt Engineering to LLMOps

Comprehensive guide to Azure AI's features for streamlining AI app development, from prototyping to deployment. Learn to maximize LLM capabilities and harness Generative AI potential with Azure AI Studio.

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

Quick Wins Across the Enterprise with Responsible AI

Explore rapid AI prototyping, use case identification, and responsible enterprise adoption. Learn about Microsoft AI services, Kyndryl's LLMOps framework, and human-centric implementation for balanced speed and responsibility.

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

Amazon Web Services;  Amazon

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

Explore challenges and tools for productionizing LLMs, covering selection, evaluation, RAG, fine-tuning, monitoring, governance, and architecture on AWS. Learn to operationalize generative AI applications effectively.

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

Databricks

Exploring MLOps and LLMOps - Architectures and Best Practices

Dive into MLOps and LLMOps architectures, components, and best practices. Learn strategies for efficient implementation and improved model performance in this comprehensive technical session.

• YouTube
• 1 hour 19 minutes
• On-Demand
• Free Video

Databricks

A Practitioner's Perspective on LLMOps - Challenges and Solutions in Operationalizing LLM Applications

Explore LLMOps: addressing challenges in LLM application development, focusing on cost optimization, risk mitigation, and stakeholder collaboration. Gain practical insights from real-world case studies.

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

Databricks

Building GenAI-Powered Solutions Using Mosaic ML, DBRX LLM and LLMOps

Explore LLMs and Generative AI's potential to revolutionize industries. Learn about Databricks Mosaic ML Training Platform, DBRX models, and LLMOps for streamlined AI adoption and innovation in healthcare and insurance.

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