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Practical MLOps

How to Get Ready for Production Models

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What's in the Book

MLOps Ebook

Learn what MLOps is all about and how MLOps helps you avoid the deadlock between machine learning and operations. This eBook gives an overview of why MLOps matters and how you should think about implementing it as a standard practice.

With chapters from:

SigOptTecton

The MLOps Workflow

We give an overview of the MLOps workflow and how it can help bridge the gap between developing a model and deploying a model.

Success Metrics for MLOps

We give tips and pointers on how to measure the implementation of MLOps and how to get the whole organization on the same page.

The MLOps Toolchain

We go through the toolchain of MLOps from feature store to inference and give three key takeaways for each to kickstart your implementation.

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