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Swiss Federal Institute of Technology Lausanne (EPFL)
Master 3
Algorithms II
Applied Data Analysis
Probability and stochastic calculus
Master 2
Optional research project in Data Science
Semester research project
Statistics for data science
Advanced probability and applications
Artificial neural networks/reinforcement learning
Managing organizations II
Master 1
Semester research project in Data Science
Foundations of Data Science
Machine Learning
Algebra
Managing organizations I
Carnegie Mellon University (CMU)
Spring 2023
15592 Independent Study in Computer Science
18491 Digital Signal Processing
18460 Optimization
FedHybrid Reproducibility Study
36410 Introduction to Probability Modeling
16745 Optimal Control and Reinforcement Learning
LQR: motivation and derivation
Off-road navigation
Fall 2022
15591 Independent Study in Computer Science
15/18330 Introduction to Computer Security
18758 Wireless Communications
67262 Database Design and Development
95718 Professional Speaking
Swiss Federal Institute of Technology Lausanne (EPFL)
Bachelor 4
Analysis IV
Computer architecture II
Introduction to machine learning
Parallelism and concurrency
Philosophy of science B
Probability and statistics
Signals and systems (for EL&IC)
Fourier transform
System oriented programming
System programming project
Theory of computation
Bachelor 3
Algorithms
Analysis III
Fourier transform
Computer architecture I
Computer networks
Economic Thinking
Functional programming
General physics: electromagnetism
Numerical methods for visual computing and machine learning
Bachelor 2
Advanced information, computation, communication II
information theory
Analysis II
Digital system design
Global issues: mobility B
Practice of object-oriented programming
Bachelor 1
Advanced information, computation, communication I
Analysis I
limites-monovariables.pdf
General physics: mechanics
Introduction to programming
Linear algebra