You are viewing the program for

Master's Degree (120 credits) in Computer Science, with a specialization in Data Science

Master en sciences informatiques

Overview

During the master’s program, you will learn to master software design and development processes (software engineering, software architectures, software verification and validation) and acquire a solid foundation in machine learning and project management. 

In addition to your specialization in data science, you will choose two electives

The master’s program culminates in the completion of an IT project and a course on IT ethics. 

Finally, you will complete your program with a 4-month internship (usually abroad) and by writing and defending your thesis

The Specialized Degree in Data Science

The specialized track in data science is offered as part of master’s programs in computer science, mathematics, and engineering. 

Together with students from other master’s programs, you’ll work in an interdisciplinary environment directly connected to the real-world challenges faced by organizations. 

You’ll learn to develop the tools needed to extract, store, analyze, visualize, and interpret data available in various quantities and formats, with the goal of becoming experts in big data, data warehousing, machine learning, data mining, information visualization, graph mining, and business intelligence

You will apply your knowledge to practical assignments and a realistic interdisciplinary project. The program draws on the multidisciplinary scientific expertise of the Namur Digital Institute (NADI) and the Namur Center for Complex Systems (naXys)

Teaching experience in data science and industry needs show that such a program must combine data science skills with job-specific training.
The specialized track common to all three master’s programs meets these requirements: 

  • the 30 credits of the specialization track provide data science skills 
  • the remaining 90 credits of each master’s program provide the essential professional knowledge specific to computer scientists, management engineers, and mathematicians. 

Options

You choose two options from among the following: 

  • Ambient and Mobile Computing: Study all aspects of mobile application engineering—including design, security, societal implications, and hardware. Develop applications tailored to new mobile technologies such as smartphones, tablets, sensor networks (the Internet of Things), and smart systems;
  • Fundamental Computer Science: Explore the foundations of the field of computer science, such as building highly reliable software, algorithmic problem-solving for complex problems, and new programming languages;
  • Computer Science and Digital Transformation Management: Understand the strategic management of digital transformation; explore mechanisms for facilitating change through the lens of emotional intelligence; and design, develop, and understand the market launch of software products;
  • Computer Science and Security: exploring advanced aspects of security and cybersecurity, such as the use of AI in the prevention, detection, and response to security incidents, or the analysis of programs to identify vulnerabilities;
  • Computer Science and Artificial Intelligence: Explore recent advances in artificial intelligence, such as machine learning, deep learning, natural language processing, and bio-inspired autonomous systems.

A 4-month internship in Belgium or abroad

A unique professional and cultural experience! 

Conducted at a company, university, or research center, the internship familiarizes you with the workplace and serves as excellent preparation for your thesis. 

The School of Computer Science encourages international mobility and offers a wide range of opportunities abroad at renowned foreign universities and companies. 

Your Goals

  • Learn to lead, design, and develop innovative, high-value-added projects for businesses that drive social progress. 
  • Master information and communication technologies: programming, databases, operating systems and networks, distributed systems, web technologies, security, artificial intelligence, etc. 
  • Become an architect of large-scale IT applications: in the medical field, the banking and financial sector, telecommunications, government, research and development, and the scientific sector. 
  • Understand the organizational environment in which applications operate, particularly the relationships between IT and individuals, businesses, and society. 
  • Address the surge in demand related to big data across all sectors facing increasingly complex data (businesses, hospitals, banks, universities, etc.). 

The Benefits of Studying at UNamur

  • A program organized by a pioneering faculty in computer science education in Europe.  
  • A program that fosters independence and critical thinking and develops the ability to collaborate on computer science projects, from analysis through implementation.  
  • A curriculum that develops “soft skills”: the ability to communicate effectively, interact appropriately with partners, manage crisis situations, and more.  
  • International internships at internationally renowned companies or research laboratories (the U.S., Canada, Northern and Southern Europe, Japan, India, etc.). 

Other Master's Programs in Computer Science

entity-type="node" data-entity-uuid="147b84fa-cbd7-48c1-9f30-5ecde81a4901" data-entity-substitution="canonical">finality specialized in software engineering
  • the master 60 in computer sciences
  • UNamur also participates in masters courses in

    These programs are co-organized with other higher education institutions.

    You are viewing the program for

    Master's Degree (120 credits) in Computer Science, with a specialization in Software Engineering

    Faculté d'informatique

    Overview

    During the master’s program, you will learn to master software design and development processes (software engineering, software architectures, software verification and validation) and gain a solid foundation in machine learning and project management. 

    With the specialized track in software engineering,  

    • you will develop advanced skills in software engineering; 
    • you will study in depth the processes and techniques involved in software design, construction, and development; 
    • you will learn the principles of evaluating and improving software quality; 
    • you will explore human-computer interaction technologies, user interfaces, and the evolution of information systems. 

    In addition to your specialization in software engineering, you will choose two electives

    The master’s program culminates in the completion of an IT project and a course on IT ethics. 

    Finally, you will complete your program with a 4-month internship (usually abroad) and by writing and defending your thesis

    Options

    You choose two options from among the following: 

    • Ambient and Mobile Computing: Study all aspects of mobile application engineering—including design, security, societal implications, and hardware. Develop applications tailored to new mobile technologies such as smartphones, tablets, sensor networks (the Internet of Things), and smart systems;
    • Fundamental Computer Science: Explore the foundations of the discipline, such as building highly reliable software, algorithmic problem-solving for complex issues, and new programming languages;
    • Computer Science and Digital Transformation Management: Understand the strategic management of digital transformation; explore mechanisms for facilitating change through the lens of emotional intelligence; and design, develop, and understand the market launch of software products;
    • Computer Science and Security: exploring advanced aspects of security and cybersecurity, such as the use of AI in the prevention, detection, and response to security incidents, or the analysis of programs to identify vulnerabilities;
    • Computer Science and Artificial Intelligence: Explore recent advances in artificial intelligence, such as machine learning, deep learning, natural language processing, and bio-inspired autonomous systems.

    A 4-month internship in Belgium or abroad

    A unique professional and cultural experience! 

    Conducted at a company, university, or research center, the internship familiarizes you with the workplace and serves as excellent preparation for your thesis. 

    The School of Computer Science encourages international mobility and offers a wide range of opportunities abroad at renowned foreign universities and companies. 

    Your Goals

    • Learn to lead, design, and develop innovative, high-value-added projects for businesses that drive progress for society. 
    • Master information and communication technologies: programming, databases, operating systems and networks, distributed systems, web technologies, security, artificial intelligence, etc. 
    • Become an architect of large-scale IT applications: in the medical field, the banking and financial sector, telecommunications, government, research and development, and the scientific sector. 
    • Understand the organizational environment in which applications operate, particularly the relationships between IT and individuals, businesses, and society. 
    • Address the surge in demand related to big data across all sectors facing increasingly complex data (businesses, hospitals, banks, universities, etc.). 

    The Benefits of Studying at UNamur

    • A program organized by a pioneering faculty in computer science education in Europe.  
    • A program that fosters independence and critical thinking and develops the ability to collaborate on computer science projects, from analysis through implementation.  
    • A curriculum that develops “soft skills”: the ability to communicate effectively, interact appropriately with partners, manage crisis situations, and more.  
    • International internships at internationally renowned companies or research laboratories (the U.S., Canada, Northern and Southern Europe, Japan, India, etc.).  

    Other Master's Programs in Computer Science

    entity-type="node" data-entity-uuid="147b84fa-cbd7-48c1-9f30-5ecde81a4901" data-entity-substitution="canonical">finality specialized in software engineering
  • the master 60 in computer sciences
  • UNamur also participates in masters courses in

    These programs are co-organized with other higher education institutions.

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    Jury

    Cleve Anthony
    Chair of the Examination Panel
    Remiche Marie-Ange
    Secretary of the Examination Panel

    Careers in Computer Science

    IT professions

    Sharing a story, answering a survey, regulating the temperature in your home, monitoring a patient's vital parameters, getting an airplane off the ground, managing traffic lights, wrapping up a newspaper... almost everything today involves IT! Increasingly systematic digitization goes hand in hand with a constant demand for several thousand university-level computer scientists on the job market.

    A degree recognized beyond our borders

    As computer scientists, you can choose to work in Belgium, possibly on temporary assignments abroad, or embrace an international career.

    A high-quality, varied and creative profession

    According to a Randstad study that takes into account various criteria such as salary, work-life balance, working environment, job diversity and intellectual challenge, the IT profession is the 7th most attractive profession in Belgium. It is also ranked as the 5th best-paid profession upon graduation.

    Rich and diverse career prospects

    Thanks to a multidisciplinary university education that teaches you to rapidly assimilate new knowledge, your career path can be punctuated by multiple reorientations to best follow your personal evolution, desires and ambitions.

    At first, I was tempted by all kinds of careers: fighter pilot, engineer, architect, truck driver, fireman... By chance, I ended up studying computer science at the University of Namur. Today, I can say that I have touched (and still touch) many trades. I'm sure I've been able to fit in like a chameleon wherever I've gone, thanks to the way the subjects were taught to me: favoring a well-shaped head over a full one. Frankly, in a career spanning more than 20 years, I'm still discovering new things every day, and I really enjoy it.

    Pierre, Deputy IT Director - Cliniques Universitaires UCL Saint-Luc

    Choose your best profile...

    • Company IT specialists: employed within a company, you carry out various internal projects and thus participate fully in its smooth running.
    • Freelancers: you're your own boss and manage your own customers. This status gives you greater freedom and flexibility.
    • Consultants: employed by a consulting firm or self-employed, you carry out assignments (from 1 month to 2 years) in different companies to bring your expertise to projects.

    Whatever your profile, you'll be working on a variety of projects, in contact with numerous collaborators, in a stimulating, constantly evolving technological environment.

    Grow your career, one of those offering the most professional flexibility. It allows you to easily change not only your profile, but also your job.

    • Analyst-developer
    • Business analyst
    • Software engineer
    • Quality engineer
    • Security expert Data scientist
    • ICT architect(Information and Communication Technology)
    • Project manager
    • University researcher

    Whatever your starting position, after a few years, you'll move on to project management and management positions, where you'll be involved in the company's strategic decisions. But this isn't a golden rule, as many original alumni careers testify.

    IT is the backbone of organizations today. All too often, computer science is wrongly summed up as a purely technological discipline. Namur's Faculty of Informatics has always preferred to give its students a much broader vision, with an emphasis on human beings, organizations, business economics and communication. A winning combination for our students! All these tools are extremely useful in my job. I'm convinced that tomorrow, more than ever, our society will need IT professionals like these

    Yves, Senior Standards Architect - SWIFT

    .

    Careers in Computer Science

    IT professions

    Sharing a story, answering a survey, regulating the temperature in your home, monitoring a patient's vital parameters, getting an airplane off the ground, managing traffic lights, wrapping up a newspaper... almost everything today involves IT! Increasingly systematic digitization goes hand in hand with a constant demand for several thousand university-level computer scientists on the job market.

    A degree recognized beyond our borders

    As computer scientists, you can choose to work in Belgium, possibly on temporary assignments abroad, or embrace an international career.

    A high-quality, varied and creative profession

    According to a Randstad study that takes into account various criteria such as salary, work-life balance, working environment, job diversity and intellectual challenge, the IT profession is the 7th most attractive profession in Belgium. It is also ranked as the 5th best-paid profession upon graduation.

    Rich and diverse career prospects

    Thanks to a multidisciplinary university education that teaches you to rapidly assimilate new knowledge, your career path can be punctuated by multiple reorientations to best follow your personal evolution, desires and ambitions.

    At first, I was tempted by all kinds of careers: fighter pilot, engineer, architect, truck driver, fireman... By chance, I ended up studying computer science at the University of Namur. Today, I can say that I have touched (and still touch) many trades. I'm sure I've been able to fit in like a chameleon wherever I've gone, thanks to the way the subjects were taught to me: favoring a well-shaped head over a full one. Frankly, in a career spanning more than 20 years, I'm still discovering new things every day, and I really enjoy it.

    Pierre, Deputy IT Director - Cliniques Universitaires UCL Saint-Luc

    Choose your best profile...

    • Company IT specialists: employed within a company, you carry out various internal projects and thus participate fully in its smooth running.
    • Freelancers: you're your own boss and manage your own customers. This status gives you greater freedom and flexibility.
    • Consultants: employed by a consulting firm or self-employed, you carry out assignments (from 1 month to 2 years) in different companies to bring your expertise to projects.

    Whatever your profile, you'll be working on a variety of projects, in contact with numerous collaborators, in a stimulating, constantly evolving technological environment.

    Grow your career, one of those offering the most professional flexibility. It allows you to easily change not only your profile, but also your job.

    • Analyst-developer
    • Business analyst
    • Software engineer
    • Quality engineer
    • Security expert Data scientist
    • ICT architect(Information and Communication Technology)
    • Project manager
    • University researcher

    Whatever your starting position, after a few years, you'll move on to project management and management positions, where you'll be involved in the company's strategic decisions. But this isn't a golden rule, as many original alumni careers testify.

    IT is the backbone of organizations today. All too often, computer science is wrongly summed up as a purely technological discipline. Namur's Faculty of Informatics has always preferred to give its students a much broader vision, with an emphasis on human beings, organizations, business economics and communication. A winning combination for our students! All these tools are extremely useful in my job. I'm convinced that tomorrow, more than ever, our society will need IT professionals like these

    Yves, Senior Standards Architect - SWIFT

    .