Productionizing Big Data - Stories from the trenches
AI/Machine Learning • May 2023
Productionizing Big Data - Stories from the trenches
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Productionizing Big Data - Stories from the trenches
About

Knowledge about various tech tools and hands-on experience is essential. But there’s something that is hard to get from books and courses: experience running production applications. With real data that can have anomalies or changes over time the experience of using a specific tech stack becomes completely different. Having an ideal image of how the system should work might not help when something goes wrong.
In this talk, you will learn how to deal with various production issues like data evolution, anomalies, fixing errors in past data, dealing with real-time data, and more. With the fuel of the pipelines being the data from advertising campaigns in AdTech

Language
English
Level
Intermediate
Length
37 minutes
Type
conference
About the speaker
About the speaker
Roksolana Diachuk
Engineering managerCaptify
Roksolana works as an Engineering manager at Captify based in Kyiv, Ukraine. She is passionate about Big Data, Scala, and Kubernetes and always loves learning something new. Roksolana is one of the Women Who Code Kyiv, and Women in ML\/DS Kyiv leads.
Details
Language
English
Level
Intermediate
Length
37 minutes
Type
conference
Belongs to:
Belongs to:
Conference Madrid 2023 | AI/Machine Learning
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