model drift – Andrew Fairless, Ph.D.

What I Read: data drift

By Andrew Fairless on July 20, 2023June 15, 2023

https://www.nannyml.com/blog/when-data-drift-does-not-affect-performance-machine-learning-models Don’t let yourself be fooled by data driftby Santiago VíquezMay 31, 2023 “While data drift detection is indeed a key component of a healthy monitoring workflow…. not all dataContinue readingWhat I Read: data drift

What I Read: Concept Drift Without Labeled Data

By Andrew Fairless on September 26, 2022August 22, 2022

https://concept-drift.fastforwardlabs.com/ Inferring Concept Drift Without Labeled DataFF22Aug 2021 “…we explore broadly applicable approaches for dealing with concept drift when labeled data is not readily accessible. We’ll start by defining whatContinue readingWhat I Read: Concept Drift Without Labeled Data

What I Read: Is Data Scientist Still the Sexiest Job?

By Andrew Fairless on September 5, 2022August 3, 2022

https://hbr.org/2022/07/is-data-scientist-still-the-sexiest-job-of-the-21st-century Is Data Scientist Still the Sexiest Job of the 21st Century?Thomas H. Davenport and DJ PatilJuly 15, 2022 “Ten years ago we published the article “Data Scientist: Sexiest JobContinue readingWhat I Read: Is Data Scientist Still the Sexiest Job?

What I Read: Real-time machine learning

By Andrew Fairless on March 9, 2022January 20, 2022

https://huyenchip.com//2022/01/02/real-time-machine-learning-challenges-and-solutions.html Real-time machine learning: challenges and solutionsJan 2, 2022 • Chip Huyen “Starting with a batch prediction system, we’ll discuss what’s needed for a simple online prediction system using batchContinue readingWhat I Read: Real-time machine learning

What I Read: Continuous Training Strategy

By Andrew Fairless on May 12, 2021April 17, 2021

https://www.superwise.ai/resources/framework-for-a-successful-continuous-training-strategy Framework for a successful Continuous Training StrategyOr Itzary & Liran NahumMarch 18, 2021 “…ML models need to be retrained regularly…. Continuous training seeks to automatically and continuously retrain theContinue readingWhat I Read: Continuous Training Strategy

What I Read: The Ultimate Guide to Model Retraining

By Andrew Fairless on November 29, 2020November 28, 2020

https://www.kdnuggets.com/2019/12/ultimate-guide-model-retraining.html The Ultimate Guide to Model RetrainingBy Luigi Patruno, Data Scientist and the founder of ML in Production. “…one of the most important things you can do before deploying aContinue readingWhat I Read: The Ultimate Guide to Model Retraining

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