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Complete Azure DevOps CI/CD guide for your Azure Synapse based Data Platform...
This guide includes code snippets which you can use yourself. Credits to my colleagues at Delegate who have contributed a lot to this domain. If you would like to check out more extensive CI/CD code or...
View ArticleOpening the Black Box of Machine Learning Models SHAP vs LIME for model...
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The five key insights from the data scan study
Data maturity scan – how mature are we and what do we need to work on? Cmotions helps organizations develop in working with data and all that it entails. We focus on the sustainable monetization of the...
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Let’s get balanced! A simple guide on how to deal with class imbalance in...
At Cmotions we’ve always had a lot of discussion amongst colleagues whether or not to balance our datasets when building a predictive model. Everyone has their own personal preference and way of...
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Princess Peach rescued from the clutches of Bowser at the Super Mario Hackathon
On April 21, 2023, we held a heroic hackathon where 10 teams from KPN, Rabobank, DPG, Athora, ANWB, UWV, Lifetri and Eneco joined forces to save our beloved Princess Peach from the clutches of Bowser....
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Doing good things (for good causes)
No, this article is not intended as an attempt at greenwashing, nor is it meant as a sales pitch. However, we think it is very important to share how we try to make a positive contribution to the...
View ArticleFind your “high risk files” according to GDPR using our DriveScanner
In every company it’s a struggle to make sure we only keep the documents we want and need in the future, to minimize our total amount of files, but even more important, to make sure we’re not...
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Complete Azure devops CI/CD guide for your Azure synapse based data platform...
I wrote an article recently describing how to implement Continuous Integration and Continuous Deployment (CI/CD) for your Azure Synapse based data platform. At the end of part one we setup the...
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Amref strengthened with Power BI: harnessing data potential
To drive lasting change in healthcare across Africa, Amref Health Africa, the largest health organization in Africa, has embraced the power of innovation and data analytics. In partnership with...
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Doing good things (for charities)
No, this article is not intended as an attempt at greenwashing, nor is it intended as a sales pitch. Yet we think it is very important to share how we try to make a positive contribution to the world...
View ArticleProtected: Getting value out of geodata with AI: getting started
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View ArticleProtected: Getting value out of geodata with AI: data preparation
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View ArticleProtected: Getting value out of geodata with AI: visualize the model predictions
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View ArticleProtected: Getting value out of geodata with AI: train the model
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View ArticleProtected: Getting value out of geodata with AI: explainability using SHAP
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View ArticleProtected: Getting value out of geodata with AI: convert locations to their...
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