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Why Automated Validations Fail

Date
2022/07/05
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Name
Talking Tuesdays with Fancy Quant
Description
Why does automating model validations fail?Goals/Plan:1) Specify the model2) Runs the development model for a replication check3) Output of all possible analysis for that model type is produced including challenger modelsReasons it Failed:1) Data and their processes vary from department to department and change across time without warning.2) Too much output is generated that needs to be manually reviewed.3) When issues are found, manual output is still required.4) Anyone proficient in programming can conduct a full validation faster than the automated system.5) Manually built models by true experts are still beating automated challenger models or development built models.Video version:https://youtu.be/H6kQ7e8whhEWebsite:https://www.FancyQuantNation.comQuant t-shirts, mugs, and hoodies:https://www.teespring.com/stores/fancy-quantConnect with me:https://www.linkedin.com/in/dimitri-biancohttps://twitter.com/DimitriBiancoSupport the show
Author
Dimitri
URL
https://www.buzzsprout.com/803279/10905068-why-automated-validations-fail.mp3
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