Satyakam Mohanty

What is Machine Learning bias and how to overcome it?

Machine learning (ML) has emerged as a popular and effective AI learning technique. This isn’t surprising, given its remarkable ability to sift through humongous volumes of data and find patterns that are simply not obvious to humans. What is even more remarkable is its ability to learn from data over time and to deliver extremely accurate insights and predictions. Of course, no matter how great your algorithm is, the quality of insights eventually depends on the quality of data that is being fed into the algorithm. If the data is not accurate, it can prove to be an Achilles heel that can result in tricky errors. One great example is… Read More

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Satyakam Mohanty

How AI augments Retail outcomes

One of the biggest outcomes of the digital revolution has been the overwhelming amounts of data being produced every single day. Estimates suggest that 2.5 quintillion bytes of data is being generated each day. With greater digitization and the proliferation of IoT based devices, this number is set to grow. If leveraged in the optimum fashion, digital data holds a veritable gold mine of information and insights that can help companies transform every aspect of their business right from how they source materials, communicate with customers, market their products, manage their inventory, and take executive decisions. The retail industry stands to gain tremendously from this data revolution. While the industry… Read More

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