---
title: Articles | Anovos
description: Read posts from our thought leaders in the data science arena around model optimization, data engineering, and more.
---

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# Anovos Articles

 Learn more about Anovos

### [![](https://anovos.ai/hubfs/iStock-1288922463.jpg) Preventing Outcome Starvation](https://anovos.ai/articles/preventing-outcome-starvation)

 By Anindya Datta, Ph.D.

 Why degenerate feedback loops need to be urgently addressed when operating machine learning models....

[Read More](https://anovos.ai/articles/preventing-outcome-starvation)

### [![](https://anovos.ai/hubfs/FWA%20blog%20post.jpeg) Enable Accurate Market Share and Flow Share Analysis of Broadband Networks](https://anovos.ai/articles/enable_accurate_market_and_flow_share_analysis)

 By Anindya Datta, Ph.D.

 By Identifying Fixed Wireless Access (FWA) Connections Using Machine Learning Telecommunication...

[Read More](https://anovos.ai/articles/enable_accurate_market_and_flow_share_analysis)

### [![](https://anovos.ai/hubfs/6d718e76-817d-4a35-8fe9-ed497330e2b7.jpeg) Use the Drift and Stability of Data to Build More Resilient Models](https://anovos.ai/articles/use-the-drift-and-stability-of-data-to-build-more-resilient-models)

 By Anindya Datta, Ph.D.

 ML practitioners are leaning towards operationalizing decently performing, predictable production...

[Read More](https://anovos.ai/articles/use-the-drift-and-stability-of-data-to-build-more-resilient-models)

### [![](https://anovos.ai/hubfs/1fa179f7-a2ae-4198-8dec-5a2ceddcbaa4.jpeg) Why Data Scientists and ML Modelers Need Their Own Analytical Toolkit](https://anovos.ai/articles/why-data-scientists-and-ml-modelers-need-their-own-analytical-toolkit)

 By Anindya Datta, Ph.D.

 Like most data scientists, we have been impacted by this lack of tool support and were getting by...

[Read More](https://anovos.ai/articles/why-data-scientists-and-ml-modelers-need-their-own-analytical-toolkit)

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