Archives for Bias detection
Guide to AI Fairness 360: An Open Source Toolkit for Detection And Mitigation of Bias in ML Models
As time passed, AI and ML have become more integral parts of our day-to-day life. People in today’s world are exposed to this new wave of technology in one way or another without even knowing it. Some of the most common examples of it are home assistants(Alexa, Siri, etc), recommendation systems(Amazon, Youtube, etc), chatbots, etc.…
The post Guide to AI Fairness 360: An Open Source Toolkit for Detection And Mitigation of Bias in ML Models appeared first on Analytics India Magazine.
Guide to AI Fairness 360: An Open Source Toolkit for Detection And Mitigation of Bias in ML Models
As time passed, AI and ML have become more integral parts of our day-to-day life. People in today’s world are exposed to this new wave of technology in one way or another without even knowing it. Some of the most common examples of it are home assistants(Alexa, Siri, etc), recommendation systems(Amazon, Youtube, etc), chatbots, etc.…
The post Guide to AI Fairness 360: An Open Source Toolkit for Detection And Mitigation of Bias in ML Models appeared first on Analytics India Magazine.
As much as coding is important for building an efficient artificial intelligence and machine learning system, it is equally important to oversee that the algorithms and models are free of any biases. Erroneous assumptions can lead to faulty outcomes and can often land organisations or solutions provider in great trouble. The situation could arise due…
The post Top 5 Tools Data Scientists Can Use To Mitigate Biases In Algorithms appeared first on Analytics India Magazine.