Low cost sensors and new wireless connectivity tools enable manufacturers to employ digital analytics more effectively than ever before. With the right tools, they can gather, cleanse, process, and visualize massive amounts of data from disparate sources that cover all phases of the product life cycle, from product design to warranty claims. This guide explains some of the major challenges involved in applying data analytics to manufacturing processes and the benefits of developing optimized approaches to addressing those challenges. eBooks,Knowledge Studio,Knowledge Works,Monarch,Panopticon,Data Analytics,Automotive,Consumer Goods,Process Manufacturing,Big Data,Data Transformation,Machine Learning,Manufacturing Analytics,Smart Product Devleopment,Internet of Things,Corporate">