MLOps Courses and Certifications

MLOps

Discover essential MLOps practices for managing, deploying, and monitoring machine learning in production through hands-on experience and practical applications.

• Pragmatic Institute
• 4 hours
• On-Demand
• Paid Course

MLOps Concepts

29 ratings at DataCamp

Discover how MLOps can take machine learning models from local notebooks to functioning models in production that generate real business value.

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

MLOps Deployment and Life Cycling

11 ratings at DataCamp

In this course, you’ll explore the modern MLOps framework, exploring the lifecycle and deployment of machine learning models.

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available

MLOps Fundamentals

Dive into the foundations of Machine Learning Operations (MLOps), learning the concepts of productionizing and monitoring machine learning models!

• DataCamp
• 14 hours
• On-Demand
• Free Trial Available

Fully Automated MLOps

Learn about MLOps architecture, CI/CD/CM/CT techniques, and automation patterns to deploy ML systems that can deliver value over time.

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available

MLOps for Business

Learn about MLOps, including the tools and practices needed for automating and scaling machine learning applications.

• DataCamp
• 3 hours
• On-Demand
• Free Trial Available

Complete MLOps Bootcamp With 10+ End To End ML Projects

3745 ratings at Udemy

End-to-End MLOps Bootcamp: Build, Deploy, and Automate ML with Data Science Projects

• Udemy
• 2 days 2 hours 46 minutes
• On-Demand
• Paid Course

Microcredential

MLOps | Machine Learning Operations

594 ratings at Coursera

Comprehensive MLOps training covering Python, Rust, GitHub Copilot, cloud platforms, and LLMs. Gain skills for data science, ML engineering, cloud architecture, and AI product management.

• Coursera
• 24 weeks, 5 hours a week
• On-Demand
• Paid Course
• 4 courses

MLOps Zero to Hero

1207 ratings at Udemy

Learn Production-Grade MLOps using DVC, MLFlow, AWS, Docker, Kubernetes, KServe, SageMaker and Kubeflow.

• Udemy
• 12 hours 20 minutes
• On-Demand
• Paid Course

MLOps with AWS - Bootcamp - Zero to Hero Series

1118 ratings at Udemy

Empower Your MLOps Journey: AWS AI/ML Mastery - From Notebook to Production Operation with Expert Guidance - MLOps 2024

• Udemy
• 1 day 13 hours 55 minutes
• On-Demand
• Paid Course

MLOps for Scaling TinyML

8 ratings at edX

This course introduces learners to Machine Learning Operations (MLOps) through the lens of TinyML (Tiny Machine Learning). Learners explore best practices to deploy, monitor, and maintain (tiny) Machine Learning models in production at scale.

• edX
• 7 weeks, 2-4 hours a week
• On-Demand
• Free Online Course (Audit)

MLOps Bootcamp: Mastering AI Operations for Success - AIOps

923 ratings at Udemy

Unlock success in AI Operations with our MLOps Bootcamp – mastering tools,techniques, AIOps for cutting-edge expertise

• Udemy
• 1 day 12 hours 31 minutes
• On-Demand
• Paid Course

Python Essentials for MLOps

353 ratings at Coursera

Master Python essentials for MLOps: data handling, functions, testing, Pandas, NumPy, and APIs. Gain practical skills for automating ML workflows and building robust data pipelines.

• Coursera
• 1 day 19 hours 7 minutes
• On-Demand
• Paid Course

Cloud Machine Learning Engineering and MLOps

88 ratings at Coursera

Develop machine learning applications using cloud computing, AutoML, and MLOps. Explore emerging topics like edge ML and AI APIs. Build a Flask web app for ML predictions.

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

MLOps Tools: MLflow and Hugging Face

64 ratings at Coursera

Explore MLflow and Hugging Face for MLOps, covering model tracking, deployment, fine-tuning, and cloud integration. Gain practical skills in managing ML workflows and creating interactive demos.

• Coursera
• 1 day 1 hour 53 minutes
• On-Demand
• Paid Course