All videos
All videos
Reproducible Machine Learning
October 7, 2019
Reproducibility is a cornerstone of scientific methods. Especially in production Machine Learning it's crucial to ensure that hidden source of randomness is not a real reason for a model performance improvement. In my talk I will elaborate on importance of reproducibility and show how we build reproducible machine learning pipelines at Netguru.
Tags
Other videos that you might like

The reasons we do not do Machine Learning any more.
Michał Jakóbczyk

Building Successful Machine Learning Products
Maciej Dąbrowski

Stream processing in telco – case study based on Apache Flink & TouK Nussknacker
Maciek Próchniak

Improving Sentiment Analysis Code in a DevOps environment
Oindrilla Chatterjee