Cracow, Poland

Analytical Computer Science

Informatyka analityczna

Bachelor's
Table of contents

Analytical Computer Science at UJ

Language: PolishStudies in Polish
Subject area: computer science
Kind of studies: full-time studies
  • Description:

  • pl

Test: check whether Analytical Computer Science is the right major for you!

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Test: check whether Analytical Computer Science is the right major for you!

1. Do you enjoy extracting insights from data and turning messy information into actionable conclusions?

2. Are you comfortable writing code to automate analysis, build models, or manipulate large datasets?

3. Do you like combining algorithmic thinking with statistical reasoning to solve complex problems?

4. Are you curious about how machine learning models work and how to evaluate their performance?

5. Do you enjoy decomposing a big problem into smaller subproblems and designing efficient solutions?

6. Are you comfortable interpreting results to non-technical stakeholders and explaining trade-offs?

7. Do you enjoy working with uncertainty: quantifying it, modeling it, and making decisions despite it?

8. Are you motivated by improving processes or products through data-driven experimentation and feedback?

9. Do you enjoy learning new tools, languages, or frameworks to keep analytical skills current?

10. Are you interested in solving problems that sit at the intersection of theory, computation, and real-world application?

Definitions and quotes

Computer
A computer is a device that can be instructed to carry out sequences of arithmetic or logical operations automatically via computer programming. Modern computers have the ability to follow generalized sets of operations, called programs. These programs enable computers to perform an extremely wide range of tasks.
Computer Science
Computer science is the study of the theory, experimentation, and engineering that form the basis for the design and use of computers. It is the scientific and practical approach to computation and its applications and the systematic study of the feasibility, structure, expression, and mechanization of the methodical procedures (or algorithms) that underlie the acquisition, representation, processing, storage, communication of, and access to, information. An alternate, more succinct definition of computer science is the study of automating algorithmic processes that scale. A computer scientist specializes in the theory of computation and the design of computational systems. See glossary of computer science.
Science
Science (from Latin scientia, meaning "knowledge") is a systematic enterprise that builds and organizes knowledge in the form of testable explanations and predictions about the universe.
Computer Science
Indeed, one of my major complaints about the computer field is that whereas Newton could say, "If I have seen a little farther than others, it is because I have stood on the shoulders of giants," I am forced to say, "Today we stand on each other's feet." Perhaps the central problem we face in all of computer science is how we are to get to the situation where we build on top of the work of others rather than redoing so much of it in a trivially different way. Science is supposed to be cumulative, not almost endless duplication of the same kind of things.
Richard Hamming, 1968 Turing Award lecture, Journal of the ACM 16 (1), January 1969, p. 7
Computer Science
Computer science research is different from these more traditional disciplines. Philosophically it differs from the physical sciences because it seeks not to discover, explain, or exploit the natural world, but instead to study the properties of machines of human creation. In this it is analogous to mathematics, and indeed the "science" part of computer science is, for the most part mathematical in spirit. But an inevitable aspect of computer science is the creation of computer programs: objects that, though intangible, are subject to commercial exchange.
Dennis Ritchie (1984) Reflections on Software Research.
Computer Science
[Computers] are developing so rapidly that even computer scientists cannot keep up with them. It must be bewildering to most mathematicians and engineers... In spite of the diversity of the applications, the methods of attacking the difficult problems with computers show a great unity, and the name of Computer Sciences is being attached to the discipline as it emerges. It must be understood, however, that this is still a young field whose structure is still nebulous. The student will find a great many more problems than answers.
George Forsythe (1961) "Engineering students must learn both computing and mathematics". J. Eng. Educ. 52 (1961), p. 177. as cited in (Knuth, 1972) According to Donald Knuth in this quote Forsythe coined the term "computer science".

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