{"id":83554,"date":"2022-10-01T14:49:00","date_gmt":"2022-10-01T09:19:00","guid":{"rendered":"https:\/\/www.mygreatlearning.com\/blog\/fascinating-to-see-how-we-can-solve-an-existing-problem-with-data\/"},"modified":"2024-09-11T14:32:58","modified_gmt":"2024-09-11T09:02:58","slug":"fascinating-to-see-how-we-can-solve-an-existing-problem-with-data","status":"publish","type":"post","link":"https:\/\/www.mygreatlearning.com\/blog\/fascinating-to-see-how-we-can-solve-an-existing-problem-with-data\/","title":{"rendered":"It is fascinating to see how we can solve an existing problem with data - Tirtha Changmai, PGP DSBA"},"content":{"rendered":"
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My name is Tirtha Changmai, Machine Learning Data Associate and Alexa Data Services \u2013 Amazon. I have pursued my Undergraduate in Mechanical Engineering. I have over 5 years of industry experience ranging from technical customer support, content writing, and data pre-processing over the years. Pursuing PGP data science<\/a> is undoubtedly the best passion that I developed during my tenure working in the data industry. It is fascinating to see how much knowledge is available in the world that we can consume to solve an existing problem within our professional domain. <\/p>\n\n\n\n

My Machine Learning Data Associate duties primarily involve Goal Evaluation to generate high-quality labeled data. There are various challenges associated with various domains of data pre-processing. As working from home has become the new normal, we have resorted to various tactics to keep the quality of our work afloat. However, one major problem we faced within our team was failing to generate consistent labeled data with every new joiner. <\/p>\n\n\n\n

To facilitate their learning and reduce contact with other associates, I have come up with an idea to create a decision tree structure that would be applied to the existing knowledge forum. This would focus on optimizing the mentioned KPIs:<\/p>\n\n\n\n