MLOps Made Simple: Organize better. Deploy better. Sustain better.10 minutes a day - Couverture souple

Livre 17 sur 21: Quick Guide to Data Science

Muller, V. L.

 
9798259375796: MLOps Made Simple: Organize better. Deploy better. Sustain better.10 minutes a day

Synopsis

In Quick Guide to Data Science: MLOps Made Simple, you will learn, in a clear, practical, and step-by-step way, how the discipline works that turns machine learning models into reliable, monitorable, and sustainable production systems. Ideal for beginners, analysts, data scientists, engineers, managers, consultants, and professionals who want to better understand the ML operational lifecycle, this book explains what MLOps is, why it matters so much, how versioning, reproducibility, deployment, serving, monitoring, drift, pipelines, automation, governance, and cross-team collaboration work—always following the “10 minutes a day” philosophy.

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