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Masters
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Computer Science & IT
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High Performance Computing and Machine Learning (MSc) - CyI
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MASTERS

High Performance Computing and Machine Learning (MSc) - CyI

The Cyprus Institute
NicosiaCyprus
On campus
Full-time
€5,400.00total
 1134 Points
Duration
1 Year
Language
English
Apply date
Aug 2025
Start date
Oct 2025

Partial Scholarships up to 50%

Available partial tuition fee scholarships up to 50% for outstanding students in this Master's program.

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Program Description

High-Performance Computing and Machine Learning is a unique course in Cyprus (former Simulation and Data Science MSc) that combines computational modeling, large-scale simulations, and Artificial Intelligence (AI) technologies and their applications across disciplines. Digitalization and advanced instruments and sensors are producing unprecedentedly large amounts of data that need large-scale computing to analyze. At the same time, the availability of exascale computers is creating new opportunities for studying complex systems using large-scale simulations.

All disciplines, such as environmental, biological, chemical, physical sciences, finance and economics, engineering, and the humanities need to use computational and data science-based approaches to address the current and future data challenges. Simulation and machine learning are also widely used methodologies for SMEs and the industry at large. The program also aims to introduce students to novel computer architectures, such as quantum computers, that can be developed as the computing systems of the future.

The Master of Science (MSc) in High-Performance Computing and Machine Learning is a program that provides a unique interdisciplinary approach to solving critically important problems, using computational modeling, applied mathematics, simulation approaches, and machine learning and computing methodologies with applications in a very broad of fields such as the physical sciences, engineering, and biology. Through modeling, simulation, machine learning, and the study of specific phenomena via computer analysis, students will learn to apply computation and data science to gain new insights.

The program is accredited by The Cyprus Agency of Quality Assurance and Accreditation in Higher Education.

Entry Requirements

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Work Opportunities after Graduation

All the graduates find employment in their field of study immediately after graduation.

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Available Scholarships

Master programs offer up to 50% tuition fee scholarships, and financial aid through employment opportunities and scholarships. The Cyprus Institute offers full or partial tuition fee scholarships for outstanding students.

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Internship - Learning Outcomes

A mandatory internship is required for both degree options of the program, aiming at a more extensive research, technological and industrial exposure of the students towards a well-rounded training.

  • Demonstrate the application of knowledge and skill sets acquired from the workplace
  • Solve real-life challenges in the workplace by analyzing work environment and conditions
  • Articulate career options by considering opportunities in company, public sector, industry, professional and educational advancement
  • Communicate and collaborate effectively and appropriately with different professionals in the work environment both verbally and in writing
  • Exhibit critical-thinking and problem-solving skills by analyzing underlying issue/s to challenges
  • Recommend ideas to improve work effectiveness and efficiency by analyzing challenges and considering viable options;
  • Demonstrate appreciation and respect for diverse groups of professionals by engaging harmoniously with different company stakeholders
  • Exhibit professional ethics by displaying positive disposition.
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Curriculum

Mandatory Courses

Computational Modelling and Algorithms

Introduction to High Performance Computing

Fundamentals of Data Science

Machine Learning

Elective Courses

Numerical Linear Algebra for High-Performance Computers

Deep Learning

Modelling and Simulation for Scientific Applications

Network Science

Innovation for Sustainability

Atmospheric Modelling

High Performance Computing in Machine Learning

Jobs - Careers

  • Data Scientist
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