SVP Advanced Technology Services Group
2:00 PM Panel: The Data Explosion: How Top Global FIs are Successfully Storing, Managing, Moving (or not Moving) Data
- Serge Haziyev, SVP Advanced Technology Services Group, SoftServe
- Iurii Milovanov, Data Science Practice Leader, SoftServe
Once available only to scientists, today machine learning (ML) is open to a much broader audience of software architects and engineers. In fact, the practice of ML is so advanced that some algorithm results look like ""black magic,” even to experienced practitioners.
Inspired by attribute-driven design (ADD) and Smart Decisions (a software architecture design game for big data), our speakers are excited to share a new version of the game focused on designing ML systems.
In this interactive session, you will learn about designing the architecture for ML systems via series of gamified interactive exercises. We will simulate state-of-the-art ML design systems by analyzing both business and technical requirements, selecting the best matching algorithms, and teaching how to validate early design decisions using rapid prototyping techniques.