Mandatory Lectures in BSc/MSc RW/CSE @ ETHZ

Core Courses in BSc RW/CSE (last updated September 2024)

Course	Hours	Term	Dept	Credits	Course No.
Software Engineering	2V 2U	HS	RW	6	252-0232-00L
High-Performance Computing Lab for CSE	4G 1P	FS	RW	7	401-3670-00L
Introduction to Machine Learning	4V 2U 1A	FS	INFK	8	252-0220-00L
Design of Parallel and High-Performance Computing	2V 2U 4A	HS	INFK/RW	9	263-2800-00L

Core Courses in MSc RW/CSE (last updated September 2024)

Course	Hours	Term	Dept	Credits	Course No.
Advanced Numerical Methods for CSE	4V 2U 4P	HS	RW	10	401-4671-00L
Advanced Machine Learning	3V 2U 4A	HS	INFK	10	252-0535-00L
Optimization for Data Science	3V 2U 4A	FS	INFK	10	261-5110-00L
Computational Statistics	3V 2U	FS	MATH/RW	8	401-3632-00L
Advanced Systems Lab	3V 2U 2A	FS	INFK/RW	8	263-0007-00L
AI in the Sciences and Engineering	3V 2U	HS	MATH/RW	8	401-4656-21L
Probabilistic Artificial Intelligence	3V 2U 2A	HS	INFK	8	263-5210-00L

Please comment on your experience with these courses below under the corresponding headings. Always specify the semester and the name of the lecturer. In particular mention what you have perceived as prerequisites and dependencies.

General Remarks BSc

3 out of 4 core courses are required in the Bachelor program.

General Remarks MSc

2 core courses are required in the Master program. Either Advanced Machine Learning or Probabilistic AI can be considered as a core course, but not both. Otherwise no restrictions are mentioned in the guidelines.

Specific Remarks on Courses

Design of Parallel and High-Performance Computing

High-Performance Computing Lab for CSE

Software Engineering

Introduction to Machine Learning

Advanced Numerical Methods for CSE

Advanced Machine Learning

Optimization for Data Science

Computational Statistics

Advanced Systems Lab

AI in the Sciences and Engineering

Probabilistic Artificial Intelligence