Physics of data - a.y. 2018/19

The onset of big data has led to an explosion of datasets with a far more complex structure and beyond standard physics. In this program, we will provide new theoretical and computational tools to tackle this challenge within the physicist mindset.

  Overview

Level: Second-cycle degree

Field of study: LM-17 Physics

Degree awarded: Master of Science in Physics of Data

Start date: October 2018

Location: Padova

Available places: European candidates: 30; Non-European candidates residing outside Italy: 10 (3 for candidates joining the Marco Polo Project)

  Course description

The program intends to build an academic and professional figure that combines advanced knowledge in the field of Physics with a high-level training in Data Science.
The modeling and the theoretical interpretation of complex natural phenomena from large amounts of data are at the core of the research in Physics. The Big Data revolution presents in this sense the challenges and opportunities for the physicist of today. In addition to the figure of Data Scientist, specialized purely in the analysis of large amounts of data, it is increasingly clear the need to also train figures able to develop the methods and techniques that are fundamental for such analysis - in this sense we named the program of Physics of the Data.  Training in Physics, Mathematics and Computation is increasingly necessary to generate such innovation and development. The program will thus train a new generation of physicists, which we could define as "data physicists", equipped with tools that will allow them to face the challenges that the digital revolution has brought in our society .

  Course structure

First year

I semester

  • Laboratory of Computational Physics, Mod. A
  • Management and analysis of physics datasets, Mod. A
  • Theoretical Physics
  • Machine Learning
  • Elective course

II semester

  • Laboratory of Computational Physics, Mod. B
  • Management and analysis of physics datasets, Mod. B
  • Statistical Mechanics of Complex Systems
  • Advanced statistics for physics analysis
  • Elective course

Second year

I semester

  • Information Theory and Computation
  • 4 Elective courses.

 

II semester

  • Stage and Final Exam (30 CFU)

 

Elective Courses

First Year

  • Nuclear Physics
  • Theoretical physics of the fundamental interactions
  • Solid State Physics
  • Statistical mechanics
  • The physical universe
  • General relativity
  • Subnuclear Physics
  • Structure of Matter
  • Cosmology
  • Relativistic Astrophysics
  • Quantative Life Science
  • Network modelling

 

Second year

  • Computational NeuroScience
  • Astro-statistics and cosmology
  • Digital Signal Processing
  • Game Theory
  • Network Science
  • Limit theorem for stochastic processes
  • Life Data Epidemiology
  • Big Data Ethics
  • Non-verbal communication

 

All courses are credited with 6 CFU

  Career opportunities

Graduates will have jobs opportunity in Italy and abroad in:

  • academic institutions
  • research centers
  • internet companies, consulting companies
  • startups and high tech industries
  • public administrations.

  Entry requirements

To be admitted to the program “Physics of Data” the candidate must have basic knowledge in the following disciplines: classical and quantum physics and statistical mechanics; differential and integral calculus for functions of one and more real variables; linear algebra; probability calculation. The possession of these knowledge, skills and abilities is verified by the achievement of:

  1. Degree classification equivalent to at least 90/110
  2. 24 CFU in the following areas: FIS/01-08 which at least 12 in FIS/02 and 6 among FIS/03, FIS/04 o FIS/05; 24 CFU in MAT/01-09.

  Language requirements

B2 level of ENGLISH (reading and listening); no formal certificate is needed.

  Application

The link to the online application platform as well as step by step guidelines on the online application procedure are included in the Call for Application below (page 2). Please follow the instructions carefully when applying online since links and procedures differ depending on the degree course.

The payment of the application fee (euro 30) is a compulsory step to complete your application. The application fee is non-refundable. For detailed payment instructions please read our guide. If you wish to apply for more than one programme, you need to pay the application fee for each course you are applying for. 

For general information on application procedures, please check How to apply.

  Application timeline

Non-European citizens residing outside Italy: from 11 January to 28 February, 13:00 local time (GMT +1). The list of selected students is available on page http://www.unipd.it/en/admission-results

Other applicants: late Spring 2018.

  Tuition fees

Information on 2018/19 fees will be available in 2018: amounts will largely stay the same as for A.Y. 2017/18.

For academic year 2017/18: euro 2.597,00.

The above amounts can be significantly waived (minimum fee: 561,00 euro/A.Y.) based on your “Equivalent Economic Status Index – ISEE”. For further information on how to obtain your ISEE and other income-based reductions, see Funding and fees - Key Documents.

Applicants receiving an offer of admission, either unconditional or conditional, will be asked to pay a tuition fee deposit of euro 185,00 within 30 days to secure their place on the programme.

  Scholarships and fee-waivers

The University of Padova offers different types of scholarships and fee-waivers to international students.

For detailed information:

  Contacts

Programme Coordinator: Professor Marco Zanetti (marco.zanetti@pd.infn.it)

Info: alessandra.zorzi@unipd.it

Website: http://physicsofdata.dfa.unipd.it/