DevOps Courses and Certifications

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)

Microcredential

Applied Tiny Machine Learning (TinyML) for Scale

Enhance your TinyML skills, from applications to deployment and scaling. Learn to build, program, and operationalize machine learning models for tiny devices and embedded systems.

• edX
• 18 weeks, 2-4 hours a week
• On-Demand
• $897.00
• 3 courses

Scalable Microservices with Kubernetes

6 reviews

This course is designed to teach you about managing microservices, using Kubernetes. This course is built in partnership with experts such as Google’s Kelsey Hightower.

• Udacity
• 4 weeks
• On-Demand
• Free Online Course

Microcredential

Java Web Developer

293 ratings at Udacity

Master enterprise Java development for in-demand software engineering roles. Build secure, scalable web services and APIs using Spring Boot, implement data persistence, and create CI/CD pipelines.

• Udacity
• 3 months 1 week 5 days 14 hours 24 minutes
• On-Demand
• Paid Course

Microcredential

Cloud DevOps Engineer

463 ratings at Udacity

Master cloud DevOps skills: AWS fundamentals, infrastructure as code, microservices with Kubernetes, and CI/CD pipelines. Gain hands-on experience deploying scalable, secure cloud applications.

• Udacity
• 2 months 2 weeks 3 days 20 hours 24 minutes
• On-Demand
• Paid Course

Gradle for Android and Java

2 reviews

Build bigger and better Android and Java apps using the Gradle build tool.

• Udacity
• 6 weeks
• On-Demand
• Free Online Course

Master machine learning DevOps: streamline model deployment, automate workflows, and ensure production-ready ML systems with industry best practices and cutting-edge tools.

• Udacity
• 3 months 4 days 18 hours 48 minutes
• On-Demand
• Paid Course

Microcredential

Machine Learning Engineer with Microsoft Azure

83 ratings at Udacity

Gain hands-on experience with Azure Machine Learning, focusing on MLOps, model understanding, data protection, and end-to-end ML lifecycle management at scale.

• Udacity
• 1 month 3 weeks 6 days 15 hours 36 minutes
• On-Demand
• Paid Course

Microcredential

Cloud DevOps using Microsoft Azure

76 ratings at Udacity

Learn to deploy and manage cloud infrastructure, implement CI/CD pipelines, and ensure quality releases using Microsoft Azure. Master DevOps practices and tools for efficient cloud-based application development.

• Udacity
• 2 months 2 weeks 5 days 14 hours 24 minutes
• On-Demand
• Paid Course

Learn to build, manage, and secure scalable cloud-native applications using open-source tools like ArgoCD, gRPC, and Grafana. Covers microservices, observability, and security in Kubernetes environments.

• Udacity
• 3 months 2 weeks 3 days 9 hours 12 minutes
• On-Demand
• Paid Course

Microcredential

Cloud Architect using Microsoft Azure

4 ratings at Udacity

Comprehensive Azure training covering infrastructure design, migration, cost optimization, monitoring, and security for aspiring cloud architects and engineers.

• Udacity
• 2 months 2 weeks 3 days 17 hours 36 minutes
• On-Demand
• Paid Course

Build CI/CD Pipelines, Monitoring, and Logging

Automate software delivery with CI/CD pipelines, monitoring, and logging. Learn GitHub Actions and implement hands-on projects to streamline development workflows.

• Udacity
• 3 weeks, 4-5 hours a week
• On-Demand
• Paid Course

Server Deployment and Containerization

Develop an understanding of containerized environments, use Docker to share and store containers, and deploy a Docker container to AWS Elastic Kubernetes Service using the CI/CD pipeline.

• Udacity
• 2 weeks, 5-6 hours a week
• On-Demand
• 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
• 4 weeks, 5-6 hours a week
• On-Demand
• Paid Course

Self Healing Architectures

Self-healing architecture is resilient enough to withstand failure and resolve issues without human intervention through automation. In this course, you'll gain skills in self-healing architecture design strategies, deployment strategies, and cloud autom…

• Udacity
• 2 weeks, 5-6 hours a week
• On-Demand
• Paid Course