The performance of any AI model depends upon the quality and accuracy of its training dataset. Today, advanced natural language processing models are transforming the way we interact with technology, simply by getting trained on billions of parameters. But - What if that training dataset is poorly labeled and not validated properly? Then the AI model will become a matter of … [Read more...] about Data Validation Techniques to Detect Errors and Bias in AI Datasets
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AI in Recruitment: Rising Concerns and How to Mitigate Bias in AI Tools
Most business owners are well aware of how important hiring the top talent in their industries is for their long-term success. Putting together a dream team of employees provides a business owner with the opportunity to increase productivity and profitability. In the past, business owners would use their intuition and hard work to find and recruit new employees. In the past few … [Read more...] about AI in Recruitment: Rising Concerns and How to Mitigate Bias in AI Tools
What Is AI Bias Really, And How Can You Combat It?
Back in 2018, the American Civil Liberties Union found out that Amazon's Rekognition, face surveillance technology used by police and courting departments across the US, shows AI bias. During the test, the software incorrectly matched 28 members of Congress with the mugshots of people who have been arrested for committing a crime, and 40% of the false matches were people of … [Read more...] about What Is AI Bias Really, And How Can You Combat It?
How To Handle Bias In Machine Learning?
Artificial Intelligence (AI) is making our lifestyles better through better movie recommendations, restaurant suggestions, resolving conflicts through chatbots, and more. The power, potential, and capabilities of AI are increasingly being put to good use across industries and in areas that nobody probably thought of. In fact, AI is being explored and implemented in areas such … [Read more...] about How To Handle Bias In Machine Learning?
3 Obscure Challenges Companies Face when Implementing AI
Artificial intelligence (AI) and machine learning have been making their way into pretty much every single industry, as the ability for companies to track their progress and analyze data at the push of a button certainly has mass appeal for both its convenience and potential to save money. In hospitals, robot assisted surgeries are becoming more and more sought after; in … [Read more...] about 3 Obscure Challenges Companies Face when Implementing AI
