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courses

★ 28 Open GitHub ↗

Just the stuff from the faculty (homework, projects, lectures)

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# Courses

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

## 3rd semester

* [Cryptography and security (cas)](https://edu.epfl.ch/coursebook/en/cryptography-and-security-COM-401)
* [Information theory and signal processing (itsp)](https://edu.epfl.ch/coursebook/en/information-theory-and-signal-processing-COM-406)
* [Intelligent agents (ia)](https://edu.epfl.ch/coursebook/en/intelligent-agents-CS-430)
* [Optional project in data science (op)](https://edu.epfl.ch/coursebook/en/optional-project-in-data-science-COM-508)

## 2nd semester

* [Student seminar: security protocols and applications (spa)](http://edu.epfl.ch/coursebook/en/student-seminar-security-protocols-and-applications-COM-506)
* [Applied biostatistics (ab)](https://edu.epfl.ch/coursebook/fr/applied-biostatistics-MATH-493)
* [Stochastic processes (sp)](https://edu.epfl.ch/coursebook/en/stochastic-processes-MATH-332)
* [Information security and privacy (isp)](https://edu.epfl.ch/coursebook/en/information-security-and-privacy-COM-402)
* [Lab in data science (lds)](https://edu.epfl.ch/coursebook/fr/lab-in-data-science-EE-490-H)
* [Philosophy, epistemology and history of science II](http://edu.epfl.ch/coursebook/en/philosophy-epistemology-and-history-of-science-ii-HUM-417-B)
* [Projet de semestre en data science](https://ic.epfl.ch/semester_project)
* [Systems for data science (sds)](http://edu.epfl.ch/coursebook/en/systems-for-data-science-CS-449)

## 1st semester

* [Applied Data Analysis (ada)](https://edu.epfl.ch/coursebook/en/applied-data-analysis-CS-401)
* [Data Visualization (data-viz)](https://edu.epfl.ch/coursebook/en/data-visualization-COM-480)
* [Functional Programming (fp)](https://edu.epfl.ch/coursebook/en/functional-programming-CS-210)
* [Machine Learning (ml)](https://edu.epfl.ch/coursebook/en/machine-learning-CS-433)
* [A Network Tour of Data Science (ntp)](https://edu.epfl.ch/coursebook/en/a-network-tour-of-data-science-EE-558)
* [Statistics for Data Science (statistics)](http://smat.epfl.ch/courses/datasci.php)
* [Philosophy, epistemology and history of science I](http://edu.epfl.ch/coursebook/en/philosophy-epistemology-and-history-of-science-i-HUM-417-A)
* ~~[Markon Chains and Algorithmic Applications](https://edu.epfl.ch/coursebook/en/markov-chains-and-algorithmic-applications-COM-516)~~
* ~~[Computational Complexity](https://edu.epfl.ch/coursebook/en/computational-complexity-CS-524)~~

~~**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](http://www.cs.ubbcluj.ro/~rlupsa/edu/pdp/)
* [Mobile Application Programming](http://www.cs.ubbcluj.ro/~dan/ma/index.html)
* Software security
* Public-Key Cryptography

courses

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