AI & Data Science Microspheres
Join Artificial Intelligence and Data Science specialists during the third micro.sphere.it meeting and hear about their latest work hacks and lessons learned
Data Science Microsphere
Recommending a personalised product to the client is one of the crucial challenges for multiple businesses, including the top retailer from the UK. In this talk, we will walk through the world of Hadoop to discuss challenges and tools built by Data Scientists and ML Engineers to create stable, production-grade solutions for recommendations; then we will continue to consider the how different is world of the real-time serving in web-services.
Many data science and machine learning projects fail which then cause high risks for companies. In product development, there is a concept though called “lean startup” which is all about minimizing risks. In this talk, I will present how lean concepts can be used for ML projects and how both of them are actually very related to each other. I will also present a project that we’re currently working on where we applied those ideas. And yes it’s a cool deep learning project.