WS 2024 SS 2024
WS 2023
WS 2022 SS 2023
Department of Physics
open chemistry
KVL / Klausuren / MAP 1st HS: 16.10  2nd HS: 11.12  sem.br.: 19.02  begin SS: 14.04

4020235108 Introduction to Machine Learning for Physicist      VVZ  

VL
Mon 13-15
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

Präsenzkurs

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
Boosted Decision Trees
Neural Networks
Autoencoders
Learning Algorithms
Advanced Concepts:
Adversarial learning, unsupervised learning, generative models
assigned modules
P8g P22.g
amount, credit points; Exam / major course assessment
4 SWS, 6 SP/ECTS (Arbeitsanteil im Modul für diese Lehrveranstaltung, nicht verbindlich)
Portfolio of programs
contact
PD Dr.Judith Katzy
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