Faculty of Mathematics and Natural Sciences Department of Physics auf deutsch

in Arbeit, keine gültigen Zeiten/Räme
winter sem. 2024
Last update: 14.05.24 15:11:28
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WS 2024 SS 2025
WS 2024
WS 2023 SS 2024 Department of Physics
open chemistry
KVL / Klausuren / MAP 1st HS: 14.10  2nd HS: 09.12  sem.br.: 17.02  begin SS: 13.04

4020245123 Machine Learning and statistical data analysis      VVZ  

VL
Tue 11-13
 weekly NEW 14 1'15 (60) Judith Katzy
UE
Mon 11-13
 weekly NEW 14 1'15 (60) Judith Katzy
UE
Tue 9-11
 weekly NEW 14 1'11 (24) Victor Hugo Ruelas Rivera

Digitaler Kurs

classroom language
DE
aims
Understanding of Concepts and hands-on experience with simple problems. For master students and advanced Bsc students with computing experience.
requirements
python
structure / topics / contents
Gliederung:
Basic Concepts
Statistics for ML
Boosted Decision Trees
Neural Networks
Autoencoders
Learning Algorithms
Advanced Concepts:
Adversarial learning, unsupervised learning, generative models
assigned modules
P22.g
amount, credit points; Exam / major course assessment
3 SWS, 6 SP/ECTS (Arbeitsanteil im Modul für diese Lehrveranstaltung, nicht verbindlich)
Portfolio of programs
contact
PD Dr.Judith Katzy
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