Most design considerations and manufacturing operations in automotive are largely based on human experiences. Big Data in conjunction with Artificial Intelligence (AI) and machine learning algorithms is helping OEMs to increase the level of accuracy in decision making, analyzing vehicle performance and determining business outcomes. With a remarkable ability to discover hidden relationships among data sets and make contextual and relevant predictions, Machine Learning Algorithms have become an important component of emerging vehicle technologies.
HARMAN Intelligent platform includes machine learning algorithms to support a variety of connected vehicle solutions including personalization, Analytics, Driver Monitoring, and Vehicle Health and Diagnostics. More algorithms are being developed and refined every day. The development of machine learning algorithms requires significant data to promote learning and to validate results. Deploying pre-built algorithms requires significantly less effort and results in faster deployment times and lower cost. The platform’s Over-the-Air (OTA) capabilities enable OEMs to continue to update and refine the algorithms once installed in the vehicles.