DevOps Courses and Certifications

Establishing a foundation in observability

In this course, we will learn about the founding concepts of Observability in terms of people and tools.

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

Microcredential

AI Interviews - Software Design, Architecture, and More

Master technical interview skills through AI-powered roleplays covering software design, system architecture, data management, and security, with personalized feedback to boost your confidence and expertise.

• CodeSignal
• On-Demand
• Free Certificate
• 4 courses

Microcredential

Building Cloud Computing Solutions at Scale

1 review

Comprehensive training in cloud computing, covering infrastructure, microservices, data engineering, and machine learning, with hands-on projects using major cloud platforms to develop job-ready skills.

• Coursera
• 17 weeks, 4 hours a week
• On-Demand
• Paid Course
• 3 courses

Microcredential

MLOps | Machine Learning Operations

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

Python Essentials for MLOps

196 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
• Free Online Course (Audit)

Rust for DevOps

Gain practical Rust skills for DevOps, including containerization, observability, and automation. Build robust applications using DevOps workflows and implement CI/CD pipelines.

• Coursera
• 18 hours 42 minutes
• On-Demand
• Free Online Course (Audit)

Cloud Virtualization, Containers and APIs

115 ratings at Coursera

Design Cloud-native systems using virtual machines, containers, and microservices. Learn Flask, Kubernetes, and effective operations. Build a containerized Flask app with continuous deployment to AWS, Azure, or GCP.

• Coursera
• 1 day 7 hours 7 minutes
• On-Demand
• Free Online Course (Audit)

Cloud Machine Learning Engineering and MLOps

77 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 32 minutes
• On-Demand
• Free Online Course (Audit)

MLOps Platforms: Amazon SageMaker and Azure ML

38 ratings at Coursera

Learn to build, train, and deploy ML solutions using Amazon SageMaker and Azure ML. Gain hands-on experience with data engineering, modeling, and MLOps on leading cloud platforms.

• Coursera
• 1 day 6 hours 59 minutes
• On-Demand
• Free Online Course (Audit)

MLOps Tools: MLflow and Hugging Face

36 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 43 minutes
• On-Demand
• Free Online Course (Audit)

Virtualization, Docker, and Kubernetes for Data Engineering

23 ratings at Coursera

Explore virtualization, Docker, and Kubernetes for data engineering. Master containerization, cloud-based orchestration, and advanced topics like AI-driven coding and SRE practices. Gain hands-on experience with industry-standard tools.

• Coursera
• 1 day 3 hours 7 minutes
• On-Demand
• Free Online Course (Audit)

Introduction to GitHub Actions

12 ratings at Coursera

Automate software development workflows with GitHub Actions. Learn core components, create custom workflows, and implement CI/CD practices to boost productivity and streamline project management.

• Coursera
• 1 hour 15 minutes
• On-Demand
• Paid Course

Rust for Large Language Model Operations (LLMOps)

11 ratings at Coursera

Develop Rust skills for LLMOps, integrating with HuggingFace Transformers and deploying on cloud infrastructures. Learn to implement NLP models, convert BERT to ONNX, and utilize GenAI systems for production software.

• Coursera
• 16 hours 47 minutes
• On-Demand
• Free Online Course (Audit)

Microcredential

Rust Programming

Master Rust's speed and safety for systems programming, data engineering, DevOps, and AI integration through hands-on projects and real-world applications.

• Coursera
• On-Demand
• Paid Course
• 5 courses

Hypothesis-Driven Development

979 ratings at Coursera

Learn to create user-focused, experiment-driven products using hypothesis testing, concept validation, usability testing, and continuous delivery techniques for better agile outcomes.

• Coursera
• 10 hours 43 minutes
• On-Demand
• Free Online Course (Audit)