(Informatic laboratory|Frontal teaching)
- Docente responsabile
- MARCO DOMENICO SANTAMBROGIO
- CCS proponenti
- Ingegneria Informatica
- CFU
- 2
- Ore in presenza
- 12
- N° max studenti
- 100
- Parole chiave:
- data science, graph analytics, high performance computing
- Tag
- Computer science, Engineering, Science
Descrizione dell'iniziativa
Internet and social media have completely changed the way in which we live and interact with other people around the world. Millions of connections and interactions happen every day at incredible speed, and graphs are a key tool to understand and describe these phenomena. The goal of the High-performance Data and Graphs Analytics course is to introduce the students to the world of graphs analytics and graph databases and to teach how to analyze graphs at scale both in theory and in practice.The course is realized in collaboration with Oracle Labs and will be carried out with frontal lessons which introduce theoretical concepts and algorithms used in graph analytics, and with a multi-track design contest in which students will apply what they learnt to real-life applications and open problems. Students will be followed during the contest with ad-hoc tutoring sessions.In the contest, students will either implement state-of-the-art graph machine learning techniques to infer new knowledge from existing large-scale graphs, or develop novel techniques for high-performance graph querying.The best participants to the design contest will take part in a second selection phase held directly by Oracle Labs, and have the opportunity to be selected for a one-day per week internship with Oracle from Milan, or for full-time internships at Oracle Labs in Zurich or Redwood City.
Periodo di svolgimento
dal October 2024 a November 2024
Calendario
- L1 - 24/10/2024 - Sala Conferenze Emilio Gatti, Ed. 20
- L2 - 28/10/2024 - ONLINE (polimi-it.zoom.us/j/94683276515)
- L3 - 31/10/2024 - Sala Conferenze Emilio Gatti, Ed. 20
- L4 - 08/11/2024 - Sala Conferenze Emilio Gatti, Ed. 20
- L5 - 14/11/2024 - Sala Conferenze Emilio Gatti, Ed. 20
- L6 - 26/11/2024 - ONLINE (polimi-it.zoom.us/j/94683276515)