Key Performance Indicators Design and Vis.
“Key Performance Indicators (KPIs) Design and Visualization in the Era of Data Science”
Abstract: This talk presents the capabilities and functionalities of Cortana Intelligence Suite (CIS) to visualize different types of KPIs in the era of data science. CIS delivers big data and advanced analytics capabilities to help enterprises transform their data into intelligent action. As part of CIS, PowerBI is cloud-based collection of data access, data analysis, and data visualization tools on which a wide range of business reports and performance information can be visually conveyed to employees from the production floor to the boardroom. This talk outlines the basic requirements for a KPIs project, and provides a detailed definition of all major CIS components required to build an interactive and smart dashboard. Usability issues that need to be addressed prior to the design phase are presented and examples of customized visualizations are included along with a real demo of a dashboard itself.
Bio: Francesca Lazzeri is a Data Scientist at Microsoft where she is part of the Cloud and Enterprise, Azure Machine Learning team. Her work focuses on the deployment of machine learning algorithms and web service based solutions to solve real business problems. She also worked with the Microsoft Device Group in charge of leveraging statistical modeling and machine learning techniques to gain insights from Big Data. Before joining Microsoft, she was a Ph.D. Research Fellow in Business Economics in the Technology and Operations Management Unit at Harvard Business School (HBS).