Archives for biased training
Machine learning is not just about machines. At least not yet. There is still a human element in the loop, and it looks like this will continue for some time. In other words, artificial general intelligence (AGI) is a distant dream. Since humans are interfering in the learning processes of ML models, the underlying biases…
The post Top 6 Common Biases 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.


“All animals are equal, but some animals are more equal than others” said George Orwell in his novel titled Animal Farm. But in the world of artificial intelligence, Google’s Gmail product manager Paul Lambert has found out that, “Not all ‘screw ups’ are equal,”. This was his response when the search engine giant found out…
The post Strong AI? Industry Majors Are Reeling From Gender Bias In AI Tools appeared first on Analytics India Magazine.