https://community.qlik.com/t5/Qlik-Predict/Article-Data-Drifting-in-AutoML/m-p/2511340#M1125 <P>Great article! Love how you explained data drift with such fun 90s references. Automating drift detection is a game-changer for MLOps. Keep the insights coming!</P> Mon, 24 Mar 2025 17:23:45 GMT SergioProba 2025-03-24T17:23:45Z https://community.qlik.com/t5/Qlik-Predict/Article-Data-Drifting-in-AutoML/m-p/2511313#M1122 <P>Good day Qlik Community!</P><P>Some of you probably noticed a couple months ago that AutoML now has Data Drift Monitoring capabilities. This is huge! It adds a lot of power to the MLOps cababilities of AutoML. But, what is Data Drifting really? Why is so important? How does AutoML calculates this? What is the impact?<BR /><BR />To answer those and more questions, I wrote an article at Data Voyagers about this very topic, my 4th on the topic of the theories behind AutoML.</P><P>You can read it here:</P><P><A href="https://www.datavoyagers.net/post/data-drift-monitoring-and-the-health-of-machine-learning-models" target="_blank">Data Drift Monitoring and the Health of Machine Learning Models</A></P> Mon, 24 Mar 2025 14:24:18 GMT https://community.qlik.com/t5/Qlik-Predict/Article-Data-Drifting-in-AutoML/m-p/2511313#M1122 igoralcantara 2025-03-24T14:24:18Z https://community.qlik.com/t5/Qlik-Predict/Article-Data-Drifting-in-AutoML/m-p/2511315#M1123 <P>Great article! Data drift monitoring is crucial for maintaining model accuracy over time. AutoML’s new capabilities make MLOps even more powerful!</P> Mon, 24 Mar 2025 14:28:31 GMT https://community.qlik.com/t5/Qlik-Predict/Article-Data-Drifting-in-AutoML/m-p/2511315#M1123 Camilla84 2025-03-24T14:28:31Z https://community.qlik.com/t5/Qlik-Predict/Article-Data-Drifting-in-AutoML/m-p/2511316#M1124 <P>Thanks for sharing Igor.</P> Mon, 24 Mar 2025 14:33:48 GMT https://community.qlik.com/t5/Qlik-Predict/Article-Data-Drifting-in-AutoML/m-p/2511316#M1124 marksouzacosta 2025-03-24T14:33:48Z https://community.qlik.com/t5/Qlik-Predict/Article-Data-Drifting-in-AutoML/m-p/2511340#M1125 <P>Great article! Love how you explained data drift with such fun 90s references. Automating drift detection is a game-changer for MLOps. Keep the insights coming!</P> Mon, 24 Mar 2025 17:23:45 GMT https://community.qlik.com/t5/Qlik-Predict/Article-Data-Drifting-in-AutoML/m-p/2511340#M1125 SergioProba 2025-03-24T17:23:45Z https://community.qlik.com/t5/Qlik-Predict/Article-Data-Drifting-in-AutoML/m-p/2511695#M1128 <P>Thanks for sharing the article. Great content! This is a must read on the topic!</P> Wed, 26 Mar 2025 14:24:36 GMT https://community.qlik.com/t5/Qlik-Predict/Article-Data-Drifting-in-AutoML/m-p/2511695#M1128 hugo_andrade 2025-03-26T14:24:36Z