O'Reilly Media author and VP of Developer Experience for lakeFS, helping teams create cost-effective data systems and ML pipelines. Data is the backbone of every business organization today, and its ...

You could say that the opposite of version control—from the perspective of internal software development—is chaos. If development teams don’t manage various ...

DevOps Engineer roles and responsibilities encompass a wide range of tasks related to software development, deployment, and operations. DevOps is a framework based on a set of principles and practices ...

MLOps, short for machine learning operations, is the equivalent of DevOps for machine learning models: Taking them from development to production, and managing their lifecycle in terms of improvements ...

Software teams today are pushing updates daily (sometimes hourly), working with bigger contributor pools, and running deployments almost non-stop. In that kind of setup, source code control tools ...

If you hope to become or are already a DevOps engineer, certifications can strengthen your resume, sharpen your skill set, make you more attractive to employers, and increase your bottom line. This ...