Data analytics, the method of collecting, organizing and analyzing large sets of data to understand the information contained within the data which is important for current business operation and future business decisions. Data analytics are performed using special tools and applications for predictive analytics, data mining, text mining, forecasting and data optimization. Some of the data analysis solutions we did are OEE monitoring, Energy data monitoring, Dynamic PAT limit auto assignment in ATE’s, Data mining services in Semiconductor line using Optimal Tool, Data Power, Sedana, Galaxy tools.