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Master's Program in Computer, Communication and Information Sciences – Machine Learning, Data Science & AI

Aalto University
2 years
Full time
Master's degree
On campus
Espoo
English
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Aalto University

Program description

Master's Program in Computer, Communication and Information Sciences – Machine Learning, Data Science and Artificial Intelligence

Machine learning is one of the strong points of Aalto University. This solid education in modern computational data analysis gives you excellent opportunities for a career in research institutions or in the private sector in the rapidly developing fields of machine learning, data science, and artificial intelligence.

Admission requirements

Admission criteria to the program is a high quality Bachelor’s degree in computer science, software engineering, communications engineering, or electrical engineering. Excellent candidates with degrees in other fields such as information systems, engineering, natural sciences, mathematics or physics will be considered if they have sufficient studies and proven skills and knowledge in the required areas.

For more information, please visit the university website.


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Program content

The major in Machine Learning, Data Science and Artificial Intelligence (Macadamia) covers a wide range of topics in modern computational data analysis and modelling methodologies.

After graduating from this program, the student:

  • is able to formalize data-intensive problems in data science and artificial intelligence in terms of the underlying statistical and computational principles.
  • is able to assess suitability of different machine learning methods for solving a particular new problem encountered in industry or academia, and apply the methods to the problem.
  • can interpret the results of a machine learning algorithm, assess their credibility, and communicate the results with experts of other fields.
  • can implement common machine learning methods, and design and implement novel algorithms by modifying the existing approaches.
  • understands the theoretical foundations of the machine learning field to the extent required for being able to follow research in the field.
  • understands the opportunities that machine learning offers in data science and artificial intelligence.

Scholarships & funding

Several scholarship options are available. For more information, please visit the university website. 

Qualification

Upon completion of the program, students will graduate with a Master of Science (Technology) degree. 

Career opportunities

The graduates of the Macadamia major have an excellent background for pursuing an academic career within the fields of machine learning, data science and artificial intelligence, as well as in the industry applying those techniques.

Typical job titles of recent graduates include Analyst, Analytics Engineer, Data Analyst, Data Scientist, DevOps Engineer, Machine Learning Software Engineer, PhD student, Research Assistant, Software Developer, Software Engineer.

About this institute

Aalto University

Aalto University

Aalto University is a multidisciplinary community of bold thinkers, where science and art meet technology and business. We are committed to identifying and solving grand societal challenges and building an innovative future....


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Contact info

Aalto University

Otakaari 1B
02150 Espoo
Finland

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www.aalto.fi

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