Program Overview

Program Overview

The Data Science program at the AGH University of Science and Technology is a master's degree program that provides students with knowledge and key competencies in data analysis, machine learning, and artificial intelligence. The program is designed to equip students with a broad range of skills, including data exploration methods, statistical machine learning, neural networks, and algorithms for natural language processing.

Program Structure

The program consists of several semesters, with a mix of compulsory and elective courses. The compulsory courses include:

• Statystyka w sztucznej inteligencji i analizie danych (Statistics in Artificial Intelligence and Data Analysis)
• Pracownia problemowa (Problem Workshop)
• Jzyk R (R Language)
• Eksploracja danych (Data Exploration)
• Bazy danych w Data Science (Databases in Data Science)
• Metody kryptografii w analizie danych (Cryptography Methods in Data Analysis)

Elective Courses

Students can choose from a range of elective courses, including:

• Modelowanie i symulacja system闚 (Modeling and Simulation of Systems)
• Informatyka medyczna (Medical Informatics)
• Metody stochastyczne w uczeniu maszynowym (Stochastic Methods in Machine Learning)
• Rachunek macierzowy (Matrix Calculus)
• Large Scale Computing
• Introduction to Computational Challenges in Bioinformatics
• Informatyka System闚 Zoonych (Complex Systems Informatics)
• Metody bayesowskie w analizie danych (Bayesian Methods in Data Analysis)
• Algorytmy r闚nolege (Parallel Algorithms)
• Kryptografia postkwantowa (Post-Quantum Cryptography)
• Wsp鏂zesna steganografia i cyfrowe znaki wodne (Modern Steganography and Digital Watermarks)
• Machine Learning applied to Neuroimaging and Neuroscience
• Gramatyki grafowe (Graph Grammars)
• Blockchain wyzwania i zagroenia (Blockchain - Challenges and Threats)
• Dziaalno naukowa (Scientific Activity)
• Elementy zarzdzania wasn karier (Elements of Career Management)
• Etyczne i spoeczne aspekty przetwarzania danych i sztucznej inteligencji (Ethical and Social Aspects of Data Processing and Artificial Intelligence)
• Kompetencje w zmieniajcym si spoeczestwie (Competences in a Changing Society)
• Problemy prawne system闚 AI (Legal Problems of AI Systems)
• Ramy prawne sektora aktyw闚 wirtualnych (Legal Framework for Virtual Assets)

Program Details

The program is designed to provide students with a comprehensive education in data science, including:

• Data analysis and machine learning
• Artificial intelligence and natural language processing
• Database systems and data mining
• Cryptography and cybersecurity
• Scientific research and career management

Admission Criteria

The admission criteria for the program include:

• A bachelor's degree in a relevant field (e.g., computer science, mathematics, statistics)
• A strong foundation in programming and data analysis
• Proficiency in English (B2+ level)

Tuition Fees

The tuition fees for the program are not specified in the provided context.

Research Areas

The program covers a range of research areas, including:

• Data science and machine learning
• Artificial intelligence and natural language processing
• Database systems and data mining
• Cryptography and cybersecurity
• Scientific research and career management

University Information

The program is offered by the AGH University of Science and Technology, which is located in Krakow, Poland. The university has a strong reputation for academic excellence and research in the field of data science and artificial intelligence.