Coursera

DataOps: Automation & Reliability Specialization

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Coursera

DataOps: Automation & Reliability Specialization

Build Automated Data Engineering Systems. Learn to orchestrate, automate, and debug enterprise data pipelines with DevOps best practices.

Hurix Digital

Instructor: Hurix Digital

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Get in-depth knowledge of a subject
Intermediate level

Recommended experience

4 weeks to complete
at 10 hours a week
Flexible schedule
Learn at your own pace
Get in-depth knowledge of a subject
Intermediate level

Recommended experience

4 weeks to complete
at 10 hours a week
Flexible schedule
Learn at your own pace

What you'll learn

  • Automate entire data pipeline lifecycles from version control through deployment using Git, Docker, CI/CD, and Airflow

  • Debug and resolve complex data issues systematically using advanced tracing, profiling, and root cause analysis techniques

  • Build resilient data infrastructure with automated testing, monitoring, and self-healing capabilities

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Taught in English
Recently updated!

January 2026

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Specialization - 2 course series

What you'll learn

  • Merge conflict resolution needs structured methods that separate text line conflicts from binary file selection decisions.

  • Git bisect replaces guesswork with an efficient binary search to pinpoint the exact commit causing issues.

  • Preventing conflicts through smart branching and team communication is more effective than fixing them later.

  • Analyzing commit history enables forensic tracing of pipeline issues and accurate identification of root causes.

Skills you'll gain

Category: Software Development Tools
Category: Version Control
Category: Debugging
Category: Conflict Management
Category: Problem Management
Category: Reconciliation
Category: Code Review
Category: Git (Version Control System)
Category: Root Cause Analysis
Category: Software Configuration Management
Category: Collaborative Software

What you'll learn

  • Automated CI/CD pipelines are essential for reliable data system operations, eliminating human error and ensuring consistent deployments.

  • Proper artifact versioning and packaging strategies form the foundation of successful data pipeline promotion workflows.

  • Post-deployment validation and monitoring are critical for maintaining production data system reliability and catching failures early.

  • Production-grade data systems require systematic automation approaches that can scale with organizational growth and complexity.

Skills you'll gain

Category: Docker (Software)
Category: Continuous Deployment
Category: Scalability
Category: Data Pipelines
Category: Cloud Deployment
Category: Application Deployment
Category: Data Validation
Category: Continuous Integration
Category: System Monitoring
Category: Data Infrastructure
Category: Software Engineering
Category: CI/CD
Category: Azure DevOps
Category: GitHub

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Instructor

Hurix Digital
Coursera
197 Courses7,621 learners

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Coursera

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