This hands-on course covers tools and methods used by data scientists, from researching solutions to scaling prototypes on Spark clusters. Students engage with the full data engineering and data science pipeline, from data acquisition to extracting insight ...
Mise en pratique des connaissances acquises dans un projet proposé par un bureau d'ingénieur, une administration ou un laboratoire affilié à SIE. Projet avec une orientation d'ingénierie ou de recherche et focalisé sur la conception et l'étude de solutions ...
Students will learn how data science can be used to make better business decisions. In doing this we examine the basic data science techniques used in business and how to evaluate them within a business framework. We demonstrate key transversal business c ...
This course is intended for students who want to understand modern large-scale data analysis systems and database systems. It covers a wide range of topics and technologies, and will prepare students to be able to build such systems as well as read and und ...
The course will cover the state-of-the-art techniques and principles for designing single node scalable systems software. The course will cover lectures, paper discussion, and a semester-long project focusing on scalability. ...