Mlops Lifecycle Toolkit: A Software Engineering Roadmap for Designing, Deploying, and Scaling Stochastic Systems Sorvisto Dayne
Mlops Lifecycle Toolkit: A Software Engineering Roadmap for Designing, Deploying, and Scaling Stochastic Systems Sorvisto Dayne This book is aimed at practitioners of data science, with consideration…
Specifikacia Mlops Lifecycle Toolkit: A Software Engineering Roadmap for Designing, Deploying, and Scaling Stochastic Systems Sorvisto Dayne
Mlops Lifecycle Toolkit: A Software Engineering Roadmap for Designing, Deploying, and Scaling Stochastic Systems Sorvisto Dayne
This book is aimed at practitioners of data science, with consideration for bespoke problems, standards, and tech stacks between industries. It addresses the perennial "why" of MLOps early, along with insight into the unique challenges of engineering stochastic systems. It will guide you through the fundamentals of technical decision making, including planning, building, optimizing, packaging, and deploying end-to-end, reliable, and robust stochastic workflows using the language of data science.MLOps Lifecycle Toolkit walks you through the principles of software engineering, assuming no prior experience.
Additionally, you will see how to transition from Jupyter notebooks to code editors, and leverage infrastructure and cloud services to take control of Next, you'll discover resources to learn software craftsmanship, data-driven testing frameworks, and computer science.