In this class, you will see how to apply Deep Learning on time series data in real-time. Big data analysis tools show you how you can prepare, blend and analyze different data sources in minutes not days on next generation computer systems (CPU/GPU/TPU). There's no better way to experience end-to-end analytics platforms in action. Students interested in real-world applications will work on hands-on projects of time series datasets such as those from Automotive Vehicles and Edge devices.

Students will study the literature of new AI software and hardware architectures (CPU, GPU and AI chips) and benchmark on existing systems. Applications will range from distributed and real-time Machine Learning/AI. A major student project aimed at a demonstration of the capabilities of High Performance Big Data systems.