MLOps Courses and Certifications

Face Recognition with Machine Learning + Deploy Flask App

493 ratings at Udemy

Create an Face Recognition project from scratch with Python, OpenCV , Machine Learning Algorithms, Flask, Heroku Deploy

• Udemy
• 10 hours 48 minutes
• Self-Paced
• Paid Course

Azure Machine Learning & MLOps : Beginner to Advance

9085 ratings at Udemy

The most compressive course covering MLOps and machine learning on Azure | Zero to Hero

• Udemy
• 19 hours 18 minutes
• Self-Paced
• Paid Course

End-to-End Machine Learning: From Idea to Implementation

432 ratings at Udemy

Build, Manage, and Deploy Machine Learning (AI) Projects with Python and MLOps

• Udemy
• 1 day 11 hours 56 minutes
• Self-Paced
• Paid Course

LLMOps Masterclass 2026 - Generative AI - MLOps - AIOps

1489 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

MLflow in Action - Master the art of MLOps using MLflow tool

1082 ratings at Udemy

A master guide to unleash the full potential of MLflow to optimize MLOps. Streamline MLOps workflows using MLflow tool

• Udemy
• 9 hours 15 minutes
• Self-Paced
• Paid Course

Machine Learning Operations (MLOps) with Vertex AI: Manage Features

16 ratings at Coursera

Explore MLOps tools and best practices for deploying, evaluating, and monitoring ML systems on Google Cloud, with hands-on practice using Vertex AI Feature Store's streaming ingestion.

• Coursera
• 2 hours 20 minutes
• Self-Paced
• Paid Course

Master production AI essentials including performance monitoring, privacy protection, model drift detection, cost optimization, and incident response through building a customer support chatbot.

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

Whizlabs

AWS: Machine Learning & MLOps Foundations

Master foundational ML concepts, model evaluation, and MLOps using AWS services like SageMaker to build end-to-end workflows and prepare for MLA-C01 certification.

• Coursera
• 5 hours 48 minutes
• Self-Paced
• Paid Course

Building a Reproducible Model Workflow

Learn to build efficient, reproducible machine learning pipelines using MLflow, pytest, and Weights & Biases. Master data validation, experiment tracking, and model deployment for real-world ML projects.

• Udacity
• 21 hours
• Self-Paced
• Paid Course

Packt

Advanced Deployment, MLOps, and Generative AI in Azure

Master advanced Azure ML deployment strategies, MLOps automation, and generative AI fine-tuning with hands-on experience in distributed training, serverless solutions, and model optimization.

• Coursera
• 9 hours 13 minutes
• Self-Paced
• Paid Course

Coursera

End-to-End Multimodal AI: Fine-Tuning, Fusion, and MLOps

Master building production-ready multimodal AI systems combining vision, language, and audio using CLIP, FAISS, FastAPI, and MLflow—covering fine-tuning, fusion, MLOps, and secure API deployment.

• Coursera
• 16 hours 42 minutes
• Self-Paced
• Paid Course

MLOps with Vertex AI: Manage Features - 日本語版

Vertex AI Feature Storeを使用したMLOpsの実践的スキルを習得。本番環境でのML システムの効率的な管理と運用方法を学ぶ。

• Coursera
• 2 hours 5 minutes
• Self-Paced
• Paid Course

Orchestrate ML Workflows with Vertex AI Pipelines

Master ML workflow orchestration on Google Cloud using Vertex AI Pipelines, KFP SDK, pre-built components, and an AI-powered Data Science Agent for automated pipeline code generation.

• Google Skills
• 6 hours
• Self-Paced
• Paid Course

DevOops

Что я хотел бы знать об MLOps год назад - Практический опыт внедрения Machine Learning

Discover essential MLOps insights through real-world experiences at Kolesa Group, covering ML model deployment, Docker, Kubernetes integration, and practical monitoring strategies for machine learning systems.

• YouTube
• 47 minutes
• Self-Paced
• Free Video

MLOps World: Machine Learning in Production

Cómo LATAM Airlines Creó un Programa de Data Science y MLOps Durante la Crisis del Sector Aéreo

Descubre cómo LATAM Airlines implementó MLOps para optimizar el uso de combustible y mejorar la gestión de ingresos durante la crisis del COVID-19, creando valor real con IA.

• YouTube
• 1 hour 7 minutes
• Self-Paced
• Free Video