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great_expectations: writing custom expectations

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…

Machine Learning Explainability - an Introduction to Cracking open the black box

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

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

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

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

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

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

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

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…

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