MS in High Performance Computing & Artificial Intelligence (Mastère Spécialisé® HPC - AI)

General

Program Description

The Mastère Spécialisé® (MS) HPC - AI is a MINES ParisTech one year Post-Master degree accredited by the Conférence des Grandes Ecoles.

It focuses on High-Performance Computing, Massive Data Processing and Data Analytics to develop intelligent systems able to learn and predict.

The pedagogical approach promotes learning by doing and workshops co-supervised with professionals. HPC-AI builds on the MINES ParisTech experience to train engineers, executives and on the industrial support.

Training

The Mastère Spécialisé HPC-AI aims to train experts in both High-Performance Computing and Massive Data Analysis to promote Machine Learning and fast decisionmaking. HPC-AI training covers a well-balanced package of Computer Science and Applied Mathematics skills for processing and analyzing massive data from experiments and simulations. HPC-AI program covers the most science and technology skills that meet the expectations of a highly demanding job market.

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Careers

  •  HPC Project Leader
  • Data Scientist
  • HPC Engineer
  • Data Analyst
  • IT Manager

Skills

  • Pilot projects involving high-performance computing, numerical simulation, data analysis and machine learning.
  • Propose advanced algorithms for high-performance computing on massive data.
  • Propose effective approaches for machine learning on massive data.
  • Offer solutions for high-performance data analysis.

Lines of Business

  • Energy,
  • Transport,
  • Health,
  • Finance,
  • Telecoms,
  • Safety, etc.

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Curriculum

Module Teaching Hours ECTS
Scientific Computing Project Management (SCPM) 48 hours 6
Scientific Computing (SC) 48 hours 6
High-Performance Computing (HPC) 48 hours 6
High-Performance Data Analytics (HPDA) 48 hours 6
Machine Learning (ML) 48 hours 6
Numerical Modeling and Simulation (NMS) 24 hours 3
Numerical Society (NS) 24 hours 3
Case Study and Projects (CSP) 48 hours 6
Conferences 20 hours 3

Admissions

Prerequisites:

  • Engineering degree or equivalent
  • Master degree or equivalent in mathematics or computer science
  • Bac+4 degree with a minimum of 3 years of professional experience

Admission procedure:

Round 1: Pre-selection based on the application form. The latter includes:

  • CV
  • Cover letter
  • 2 recommendation letters
  • Academic transcripts of the two last study years
  • Copy of your ID card or passport

Round 2: Following the pre-selection round, the selected applicants will be invited to present their professional project and motivation to a jury of professors and professionals.

Tuition fees: 15000€

To apply:

  • The application form is available on the Mastère Spécialisé HPC-AI website.
  • The application form must be completed and submitted by 30/06/2020.
  • Entry 2020/2021: October 2020
  • Training duration: 12 months

Partners

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Last updated Apr 2020

About the School

230 years of history for the Graduate School. 1281 students, 18 research centers, 286 talented research professors, 1st school for partnership research, a unique link with companies. Values built over ... Read More

230 years of history for the Graduate School. 1281 students, 18 research centers, 286 talented research professors, 1st school for partnership research, a unique link with companies. Values built over the years, which we are proud to display, to maintain, to share. Welcome to MINES ParisTech! Read less
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