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MLOps in Corporations and Startups - Nemanja Radojkovic

DataTalks.Club

CHAPTER

Essential Tools for MLOps Success

This chapter explores the key tools leveraged in MLOps projects, focusing on Python scripting and CI/CD orchestration for efficient operation. It highlights the importance of choosing mature tools for logging and observability, while discussing the challenges of enterprise-level authentication and advocating for modular software design.

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