Kamil Owczarek - MLOps: Practical Introduction using MLFlow
Jedna z 10 najlepszych prelekcji Data Science Summit: Machine Learning Edition 2021!
MLOps: Practical Introduction using MLFlow
With MLOps becoming a widely-adopted practice across the IT industry, it's indespensable for both ML Engineers / Data Scientists and Data Engineers to be familiar with best practices it consists of. That comes easy with an elastic, open-source tool that automates many of them. This presentation will walk from those principles and best practices to practical examples (both Python code and UI) of how they are implemented in MLFlow, to give you the introduction you need to start handling your model using that tool, from experimentation to production deployment.
Poziom trudności: średnio-zaawansowany
Język: angielski