Archives for MLDS2021

12 Feb

Outsmarting ML Biases: A Checklist

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image-19985

“ML optimization somehow finds a way and mitigation of bias is not always possible.” Luca Massaron The debate around fairness and explainability within the AI community has never been hotter. The works of Timnit Gebru and the likes have brought ethical AI to the spotlight. Machine learning has a reputation for being a black box,…

The post Outsmarting ML Biases: A Checklist appeared first on Analytics India Magazine.

12 Feb

There Is No Silver Bullet Machine Learning Solution

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image-19973

A recommendation engine is a class of machine learning algorithm that suggests products, services, information to users based on analysis of data. Robust recommendation systems are the key differentiator in the operations of big companies like Netflix, Amazon, and Byte Dance (TikTok parent) etc. Alok Menthe, Data Scientist at Ericsson, gave an informative talk on…

The post There Is No Silver Bullet Machine Learning Solution appeared first on Analytics India Magazine.