Author Archives: Kashyap Raibagi - Page 7

23 Feb

In Conversation With Dr Alpan Raval, Head of Data Science At Wadhwani Institute for Artificial Intelligence

This is the ninth article in the weekly series of Expert’s Opinion, where we talk to academics who study AI or other emerging technologies and their impact on society and the world. This week, we spoke to Dr Alpan Raval, Head of Data Science at Wadhwani Institute for Artificial Intelligence. Wadhwani AI is an independent,…

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22 Feb

Do Good Analytics Leaders Have To Be Expert Data Scientists?

Data science is a highly multidisciplinary field. And to run data teams profitably, organisations need versatile leaders and managers. While analytics leaders’ primary job is to manage resources and a lot more, data scientists deal with technical aspects like coding, modelling, data collection, among others. We caught up with a few industry professionals to understand…

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19 Feb

How Existing Drugs Could Be Repurposed Using AI To Fight COVID-19

Recently, MIT scientists developed a machine learning-based approach to identify drugs that can be repurposed to fight COVID-19 in the elderly.  Below, we look at how scientists developed the system and why repurposing drugs using AI could be a more efficient way of tackling the pandemic. The Quest The risk for severe illness with COVID-19…

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19 Feb

The Tech Behind Microsoft’s Limited Access Neural Text-To-Speech AI

Recently, Microsoft announced limited access to its Neural Text-To-Speech (TTS) AI that enables developers to create custom synthetic voices. So far, AT&T, Duolingo, Progressive, and Swisscom have tapped the Custom Neural Voice feature to develop a unique speech solution. The technology consists of three main components: text analyser, neural acoustic model, and neural vocoder. The…

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18 Feb

More Than One In Five Analytics Teams Grew In India Amid The Pandemic: AIMResearch

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The analytic team sizes of 21% Indian firms grew in the last 12 months amid the pandemic, AIMResearch found. The report, titled ‘Impact of Pandemic on Analytics Team Sizes In India’, analysed the impact of the pandemic on analytics team sizes in firms across India. The data for the study was collated from various online…

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18 Feb

Things To Remember While Using Demographic Data In ML Models

Machine learning algorithms improve the accuracy of human decision-making by leaps and bounds. Such algorithms take multiple parameters into account to conduct analysis and come to a decision. Cognitive biases influence human decisions. And when fallible humans build machine learning models, biases creep into algorithms. The decisions made by biased machines can have far-reaching consequences.…

The post Things To Remember While Using Demographic Data In ML Models appeared first on Analytics India Magazine.

18 Feb

Things To Remember While Using Demographic Data In ML Models

Machine learning algorithms improve the accuracy of human decision-making by leaps and bounds. Such algorithms take multiple parameters into account to conduct analysis and come to a decision. Cognitive biases influence human decisions. And when fallible humans build machine learning models, biases creep into algorithms. The decisions made by biased machines can have far-reaching consequences.…

The post Things To Remember While Using Demographic Data In ML Models appeared first on Analytics India Magazine.