All videos
Opera view
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
Data Machine Learning
About the speaker
Matthew Opala
Machine Learning Tech Lead at Netguru
Matthew is an entrepreneur, software engineer and machine learning practitioner. He's been working as a machine learning engineer since graduation from AGH University of Science…
Read more
Other videos that you might like
Data
How we built a Shiny App for 700 users?
Olga Mierzwa-Sulima
Data
Descriptive statistics – the mighty dwarf of data science
Paweł Rzeszuciński
Data
Big O in a Retailer’s Big Data
Grzegorz Gawron, Tomasz Lichoń
Data
Implementing Machine Learning Algorithms for Scale-Out Parallelism
William Benton
All videos