Courses

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Courses from the Data Science master's at EPFL, Lausanne, Switzerland

3rd semester

• Cryptography and security (cas)
• Information theory and signal processing (itsp)
• Intelligent agents (ia)
• Optional project in data science (op)

2nd semester

• Student seminar: security protocols and applications (spa)
• Applied biostatistics (ab)
• Stochastic processes (sp)
• Information security and privacy (isp)
• Lab in data science (lds)
• Philosophy, epistemology and history of science II
• Projet de semestre en data science
• Systems for data science (sds)

1st semester

• Applied Data Analysis (ada)
• Data Visualization (data-viz)
• Functional Programming (fp)
• Machine Learning (ml)
• A Network Tour of Data Science (ntp)
• Statistics for Data Science (statistics)
• Philosophy, epistemology and history of science I
• ~~Markon Chains and Algorithmic Applications~~
• ~~Computational Complexity~~

~~Courses from the Faculty of Mathematics and Computer Science, Babes-Bolyai University~~

1st semester

• Linear Algebra - algebra
• Fundamentals of programming - fop
• Computer Systems Architecture - asc
• Computational Logic - logic
• Analysis - analysis

2nd Semester

• Object-Oriented Programming - oop
• Operating Systems - os
• Dynamical Systems - dynsys
• Graph Theory - graphs
• Data Structures and Algorithms - dsa
• Geometry - geometry

3rd Semester

• Advanced Methods of Programming - map
• Networking - networking
• Logic and functional Programming - plf
• Statistics - statistics
• Databases

4th Semester

• Artificial intelligence - ai
• mpp - Two persons
• Software Engineering
• Database management systems
• Web programming - web

5th Semester

• Formal Languages and Compiler Design
• Collective project
• Parallel and Distributed Programming
• Mobile Application Programming
• Software security
• Public-Key Cryptography