DPS is the largest online learning event on Microsoft Azure Data, Analytics & Artificial Intelligence. This year was held on December from 2nd to 5th.
More and more projects today need the power of Artificial Intelligence and Machine Learning. For projects carrying a simple or well-known problem we can find a lot of ready-made solutions, but the game changes when facing specific custom problems.
The first part of the session is a deep down on techniques, approaches and best practices in configuring ML algorithms but much more, do we really need it always?
The second part deals with vulnerabilities of ML, discovering how easy it could be to fool and to hack a neural network by some techniques (Like pixel attack) and their implication in (our) security. Finally, Sebastiano has shown a demonstration focusing on a case of e-commerce using cloud ML (Cognitive) services, breaking them then possible solutions and workarounds.