great_expectations: writing custom expectations
2021-11-28 ⦿ Paolo Léonard
10 minutes read
If you are working with a lot of data like we do at dataroots then it is highly possible that you encountered your fair share of bad…
Knowledge sharing
is key.
Machine Learning Explainability - an Introduction to Cracking open the black box
2021-11-21 ⦿ Dimitri Pfeiffer
5 minutes read
Over the past decade, data driven decision algorithms have become more and more performant and prevalent, but also complex. They are not…
EU regulations for AI
2021-11-14 ⦿ Jan Yperman
2 minutes read
While the advent of advanced artificial intelligence (AI) systems in our daily lives is an absolutely thrilling prospect (and increasingly a…
Customer churn in the utilities sector
2021-10-24 ⦿ Silke Plessers
5 minutes read
As the surge in gas and electricity prices intensifies with the UK and European gas prices even closing at ten times their level from the…
MLOPs Tips and Tricks
2021-10-04 ⦿ Murilo Kuniyoshi Suzart Cunha
3 minutes read
Before we dive in, what is MLOPs? There is much to say about it, but much like me, I'll keep this short and sweet. As you could've guessed…
Hyperparameter Optimization Fun
2021-09-27 ⦿ Hans Tierens
3 minutes read
You all know that datarootsians are excellent data athletes. Olympics athletes train with weights, we evolved past that mere display of…
Ray - Fast and simple distributed computing
2021-09-22 ⦿ Baturay Ofluoğlu
5 minutes read
Ray is such a cool distributed computing library that it makes me weep for joy. It is not only cool for batu + ray = baturay but it is also…
Pointers on data quality
2021-09-20 ⦿ Gauthier Feuillen
3 minutes read
Who hasn't heard of data quality? If there is a topic that comes up again and again lately it seems to be data governance where data quality…
AI Maturity Curve
2021-09-16 ⦿ Charlotte De Baere
2 minutes read
Why does it matter Data, AI, Machine Learning, etc. are complicated terms, and many organizations still struggle to implement and gain real…