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LEARNING PATHduration1 hour a week / 2 weeks

DevOps for Machine Learning

This path will teach you how to apply DevOps for Machine Learning.

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Skills you will learn
Machine LearningInfrastructure as code
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goal1pattern

Diving into DevOps for Machine Learning

ARTICLEFREEduration 12 min
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Machine Learning DevOps: How Does It Compare to DevOps?

As organizations are shifting to data-driven cultures, they are also finding new ways to leverage data for smarter decisions and better business outcomes.

E-LEARNINGEUR 39durationApprox. 1 - 2 h to complete
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Many companies have adopted DevOps practices to improve their software delivery, but these same techniques are rarely applied to machine learning projects. Collaboration between developers and data scientists can be limited and deploying models to production in a consistent, trustworthy way is often a pipe dream.