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UID:pretalx-pycon-lt-2023-L8NCDS@pretalx.com
DTSTART;TZID=EET:20230519T143000
DTEND;TZID=EET:20230519T145500
DESCRIPTION:In this talk\, we will explore the rapidly evolving field of ML
 Ops. I will delve into best practices and tools that are essential for bui
 lding and deploying machine learning models. I will cover topics such as d
 ata management\, hyperparameter tuning\, model training and model deployme
 nt\, also share the latest techniques and tools for streamlining these pro
 cesses and discuss best practices for monitoring and maintaining machine l
 earning models in production. Whether you are a seasoned machine learning 
 practitioner or just starting out\, this talk will provide insights and pr
 actical tips for building robust\, scalable\, and maintainable machine lea
 rning systems. Join me as we dive into the world of MLOps and explore the 
 tools and techniques that every machine learning engineer should know.
DTSTAMP:20260413T115849Z
LOCATION:Saphire B - PyData
SUMMARY:MLOps Fundamentals or What Every Machine Learning Engineer Should K
 now - Aurimas Griciunas
URL:https://pretalx.com/pycon-lt-2023/talk/L8NCDS/
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