Patients who have injuries or tumors on the neuron connectivity have difficulties in connecting the visual stimulus and cognition. We will discuss general introduction of the ML algorithm in decoding brain signal, and how to build the end-to-end analytics pipeline using Cortana Intelligence Suites. And how we launched a ML competition based on the research.

DSVM is a custom Azure Virtual Machine image that is published on the Azure marketplace and available on both Windows and Linux. It contains several popular data science and development tools both from Microsoft and from the open source community all pre-installed and pre-configured and ready to use. We will cover best practices that would show how you can use the DSVM effectively to run your next data science or analytics project.

Predictive maintenance is one of the top demanded applications of predictive modelling and is seen as a life-saver in asset-heavy industries such as manufacturing and aerospace due to its potential to provide significant cost savings by reducing downtime due to mechanical problems. We will share what data science techniques are best equipped for this sort of analytics.