Search result: Course units in Autumn Semester 2020
Electrical Engineering and Information Technology Master | ||||||
Master Studies (Programme Regulations 2018) | ||||||
Signal Processing and Machine Learning The core courses and specialisation courses below are a selection for students who wish to specialise in the area of "Signal Processing and Machine Learning ", see Link. The individual study plan is subject to the tutor's approval. | ||||||
Specialisation Courses These specialisation courses are particularly recommended for the area of "Signal Processing and Machine Learning", but you are free to choose courses from any other field in agreement with your tutor. A minimum of 40 credits must be obtained from specialisation courses during the MSc EEIT. | ||||||
Number | Title | Type | ECTS | Hours | Lecturers | |
---|---|---|---|---|---|---|
227-0116-00L | VLSI I: From Architectures to VLSI Circuits and FPGAs | W | 6 credits | 5G | F. K. Gürkaynak, L. Benini | |
227-0155-00L | Machine Learning on Microcontrollers Registration in this class requires the permission of the instructors. Class size will be limited to 16. Preference is given to students in the MSc EEIT. | W | 6 credits | 3G | M. Magno, L. Benini | |
227-0121-00L | Communication Systems | W | 6 credits | 2V + 2U | A. Wittneben | |
227-0225-00L | Linear System Theory | W | 6 credits | 5G | M. Colombino | |
227-0417-00L | Information Theory I | W | 6 credits | 4G | A. Lapidoth | |
227-0421-00L | Learning in Deep Artificial and Biological Neuronal Networks | W | 4 credits | 3G | B. Grewe | |
227-0445-10L | Mathematical Methods of Signal Processing | W | 6 credits | 4G | H. G. Feichtinger | |
227-0477-00L | Acoustics I | W | 6 credits | 4G | K. Heutschi | |
263-5210-00L | Probabilistic Artificial Intelligence | W | 8 credits | 3V + 2U + 2A | A. Krause | |
401-0647-00L | Introduction to Mathematical Optimization | W | 5 credits | 2V + 1U | D. Adjiashvili | |
401-3054-14L | Probabilistic Methods in Combinatorics | W | 6 credits | 2V + 1U | B. Sudakov | |
401-3621-00L | Fundamentals of Mathematical Statistics | W | 10 credits | 4V + 1U | S. van de Geer | |
401-3901-00L | Mathematical Optimization | W | 11 credits | 4V + 2U | R. Zenklusen | |
401-4619-67L | Advanced Topics in Computational Statistics Does not take place this semester. | W | 4 credits | 2V | not available |
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