DataOps Courses and Certifications

Master of Databricks Asset Bundle (DataOps)

68 ratings at Udemy

Automate and Deploy Databricks Workflows with Asset Bundles (DAB) and CI/CD Pipelines

• Udemy
• 5 hours 19 minutes
• On-Demand
• Paid Course

DataOps Methodology

59 ratings at Coursera

Learn to implement DataOps methodology for high-quality enterprise data, enabling AI and driving value. Covers data governance, model management, and best practices for delivering trusted data across an organization.

• Coursera
• 10 hours 22 minutes
• On-Demand
• Paid Course

Pragmatic AI Labs

DevOps, DataOps, MLOps

Streamline AI Operations: Leverage DevOps, DataOps, and MLOps for End-to-End Machine Learning Solutions.

• edX
• 4 weeks, 3-6 hours a week
• On-Demand
• Free Online Course (Audit)

Open Data Science

Scaling Data Preparation for Your Data-Centric AI Development

Explore scaling data preparation for AI development, covering DataOps, versioning, labeling, and automating workflows into robust pipelines for efficient ML operationalization.

• YouTube
• 26 minutes
• On-Demand
• Free Video

The ASF

Building a Unified Metadata Layer with Gravitino

Explore the importance of unified metadata layers through Gravitino, examining key DataOps concepts and architectural approaches for modern data infrastructure management.

• YouTube
• 46 minutes
• On-Demand
• Free Video

The ASF

SeaTunnel Technology Architecture Evolution and Application in AI

Explore the evolution of SeaTunnel's architecture and its practical applications in AI systems, presented by ASF member and Apache PMC Chair Jun Gao.

• YouTube
• 38 minutes
• On-Demand
• Free Video

The ASF

Continuous Optimization - Two Years of Webex Improvements Based on Apache Dolph

Discover how Cisco Webex leveraged Apache Dolph over two years to achieve continuous optimization, driving improvements and innovations in their communication platform.

• YouTube
• 38 minutes
• On-Demand
• Free Video

Data Council

How Dashboards as Code Can Help You Develop and Validate Your Analytics

Explore DataOps practices for efficient dashboard development. Learn code-based approaches to streamline BI processes, improve accuracy, and enhance the analytics lifecycle at Glean.

• YouTube
• 29 minutes
• On-Demand
• Free Video

The ASF

Revolutionizing Workflow Orchestration with AI

Explore how AI transforms workflow orchestration, enhancing automation and efficiency in modern data operations through innovative scheduling and orchestration techniques.

• YouTube
• 44 minutes
• On-Demand
• Free Video

The ASF

Apache Gravitino Best Practices for Multi-Cluster Management

Discover Apache Gravitino best practices for efficiently managing multiple clusters in modern data operations environments.

• YouTube
• 40 minutes
• On-Demand
• Free Video

The ASF

Apache Hop - Integrating LLMs, Graph Databases and Spreadsheets

Discover how Apache Hop seamlessly integrates LLMs, graph databases, and spreadsheets for modern DataOps workflows in this technical presentation.

• YouTube
• 25 minutes
• On-Demand
• Free Video

The ASF

SeaTunnel Architecture Analysis and Cloudberry Integration Practice

Discover SeaTunnel's architecture and learn practical integration techniques with Cloudberry for efficient data operations and pipeline management.

• YouTube
• 12 minutes
• On-Demand
• Free Video

DevOps, DataOps, MLOps

217 ratings at Coursera

Master MLOps: Build AI solutions using Python and Rust. Learn DevOps, DataOps, and MLOps pipelines. Apply pre-trained models, simulations, and GPU acceleration for real-world machine learning problems.

• Coursera
• 1 day 20 hours 43 minutes
• On-Demand
• Paid Course

DevOps Concepts

In this Introduction to DevOps, you’ll master the DevOps basics and learn the key concepts, tools, and techniques to improve productivity.

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

PASS Data Community Summit

DataOps - Deploy SQL Server Databases Using Azure Pipelines

Learn to automate SQL Server database deployments using Azure Pipelines and Visual Studio Database Projects. Covers creating projects, manual deployments, and setting up automated pipelines with secure credential management.

• YouTube
• 1 hour 13 minutes
• On-Demand
• Conference Talk