MLOps for Generative AI — PickAClass

MLOps for Generative AI

Focus on the operational challenges of deploying, monitoring, and maintaining large-scale generative models. Learn about model versioning, performance tracking, cost management, and building robust production pipelines.

320 courses

🌟 Students’ pick 🎓 With certificate

Introduction to AIOps: Modernizing IT Operations with AI

4.4 (130)
Certificate Hands-on
150 €
🌟 Students’ pick 🎓 With certificate

Intel AI Deployment and Optimization Recipes

4.6 (98)
Certificate Hands-on
65 €
🎓 With certificate

Intel AI Technologies for Efficient Model Deployment

4.4 (74)
Certificate Hands-on
60 €
⚡ Best to start 🎓 With certificate

MLOps Foundations with MLflow and Hugging Face

3.7 (67)
Certificate Hands-on
110 €
🌟 Students’ pick 🎓 With certificate

Connecting AI with Model Context Protocol (MCP)

4.5 (55)
Certificate Hands-on
170 €
⚡ Best to start 🎓 With certificate

Machine Learning Model Performance and Maintenance

4.4 (53)
Certificate Hands-on
60 €
🔥 In demand 🎓 With certificate

MLOps Foundations: Deploying and Monitoring ML in Production

4.6 (50)
Certificate Hands-on
160 €
🏆 Most popular 🎓 With certificate

Building AI Agents with Model Context Protocol (MCP)

4.8 (37)
Certificate Hands-on
150 €
🌟 Students’ pick 🎓 With certificate

Modernizing Applications with Generative AI on AWS

4.7 (36)
Certificate Hands-on
70 €
💼 Job-ready 🎓 With certificate

Building AI Integrations with Model Context Protocol

4.8 (26)
Certificate Hands-on
70 €
🎓 With certificate

Open Source LLMOps: Building and Deploying AI Applications

4.8 (26)
Certificate Hands-on
80 €
🏆 Most popular 🎓 With certificate

Model Context Protocol (MCP) for Beginners: Connect AI to Real-World Data

3.1 (16)
Certificate Hands-on
40 €
🏆 Most popular 🎓 With certificate

Rust for LLMOps: Deploying Large Language Models

4.3 (15)
Certificate Hands-on
35 €
💼 Job-ready 🎓 With certificate

Practical Workflow Automation with Model Context Protocol (MCP)

4.1 (10)
Certificate Hands-on
200 €
🎓 With certificate

Building Machine Learning Pipelines with Python

5.0 (6)
Certificate Hands-on
110 €
💼 Job-ready 🎓 With certificate

Optimizing AI Agent Investments and Performance on Azure

Certificate Hands-on
85 €
🏆 Most popular 🎓 With certificate

Machine Learning Model Deployment to Batch Endpoints

Certificate Hands-on
110 €
🔥 In demand 🎓 With certificate

Managing the Semantic Model Development Lifecycle with Git and Pipelines

Certificate Hands-on
30 €
🎓 With certificate

Deploying Language Models in the AI Foundry Catalog

Certificate Hands-on
210 €
🌟 Students’ pick 🎓 With certificate

Introduction to AI Agent Tooling, MCP, and Execution Environments

Certificate Hands-on
150 €
🔥 In demand 🎓 With certificate

Responsible AI for Language Models in Azure Databricks

Certificate Hands-on
85 €
💼 Job-ready 🎓 With certificate

Deploying Models to Managed Online Endpoints for Real-Time Inference

Certificate Hands-on
160 €
💼 Job-ready 🎓 With certificate

GitHub Actions Environments for Secure CI/CD and MLOps

Certificate Hands-on
190 €
🌟 Students’ pick 🎓 With certificate

Threat Modeling: Designing Effective Data-Flow Diagrams

Certificate Hands-on
180 €
Showing 25–48 of 320 courses