I'ML 2024 Autumn | IT conference on MLOps (ML) | Theory + practice
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Source:
Category:
Language:
Russian
Duration:
09:31:05
Number of lessons:
14
Release date:
08/11/2024
Rating:
0.0
Course short description
So, you've developed an ML model. How to measure its usefulness? What infrastructure to deploy? How to scale the system and make it resilient? Do you need to build your own ML platform? Join the I’ML conference to find answers to these questions and discuss how MLOps works.
We'll ask questions about infrastructure, tools, and MLOps specifics - without specific cases, but with best practices from different domains. We will discuss the formation of datasets, experiments and creation of new features, workflow and model monitoring, hardware, software and network interactions setup. And, of course, processes and culture in the ML team.