HIGH-PERFORMANCE DATA AND GRAPHS ANALYTICS

(Frontal teaching)

  • Language: ENGLISH
  • Campus: AULA VIRTUALE, MILANO CITTÀ STUDI
  • Enrollment: 29-09-2022to hour 12:00 on
    14-10-2022
  • Subject area: Tools|Tech and society
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Teacher in charge
SANTAMBROGIO MARCO DOMENICO
Credits
2
Hours to attend
12
Max. number of students
150
Topics:
Machine Learning, design contest, graph analytics, high performance computing
Tag
Computer science, Engineering

Description of the initiative

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.

Duration

dal October 2022 a November 2022

Calendar

  • 20/10/2022 – 18:00/20:00 - Sala Conferenze "Emilio Gatti", Ed. 20, Piano Terra
  • 24/10/2022 – 18:00/20:00 - Sala Seminari "Nicola Schiavoni", Ed. 20, Piano Terra
  • 27/10/2022 – 18:00/20:00 - Sala Seminari "Nicola Schiavoni", Ed. 20, Piano Terra
  • 03/11/2022 – 18:00/20:00 - Sala Seminari "Nicola Schiavoni", Ed. 20, Piano Terra
  • 10/11/2022 – 18:00/20:00 - Sala Seminari "Nicola Schiavoni", Ed. 20, Piano Terra
  • 14/11/2022 – 18:00/20:00 – Alpha, Ed. 24, Piano Terra
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