Machine Learning (IN2064)

Course 0000001653 in WS 2017/8

General Data

Course Type

Lecture w/ Exercise

Semester Weekly Hours

6 SWS

Organisational Unit

Informatics 3 - Chair of database systems (Prof. Kemper)

Lecturers

Georg Groh
Stephan Günnemann
Oleksandr Shchur

Dates

Tue, 12:00–14:00, MW 0001
Thu, 08:00–10:00, MI 00.08.059
Mon, 10:00–12:00, MW 0001
Wed, 16:00–19:00, MI HS1
and 4 singular or moved dates

iCalendar

	Date and Time	Room and Remark
	Tue, 2017-10-17, 12:00–14:00	Boltzmannstr. 15
	Thu, 2017-10-19, 08:00–10:00	Boltzmannstr. 3 Hausaufgabenübung
	Mon, 2017-10-23, 10:00–12:00	Boltzmannstr. 15
	Tue, 2017-10-24, 12:00–14:00	Boltzmannstr. 15
	Wed, 2017-10-25, 16:00–19:00	Boltzmannstr. 3
	Thu, 2017-10-26, 08:00–10:00	Boltzmannstr. 3 Hausaufgabenübung
	Mon, 2017-10-30, 10:00–12:00	Boltzmannstr. 15
	Thu, 2017-11-02, 08:00–10:00	Boltzmannstr. 3 Hausaufgabenübung
	Mon, 2017-11-06, 10:00–12:00	Boltzmannstr. 15
	Tue, 2017-11-07, 12:00–14:00	Boltzmannstr. 15
	Wed, 2017-11-08, 16:00–18:00	Boltzmannstr. 3
	Thu, 2017-11-09, 08:00–10:00	Boltzmannstr. 3 Hausaufgabenübung
	Mon, 2017-11-13, 10:00–12:00	Boltzmannstr. 15
	Tue, 2017-11-14, 12:00–14:00	Boltzmannstr. 15
	Wed, 2017-11-15, 16:00–19:00	Boltzmannstr. 3
	Thu, 2017-11-16, 08:00–10:00	Boltzmannstr. 3 Hausaufgabenübung
	Mon, 2017-11-20, 10:00–12:00	Boltzmannstr. 15
	Tue, 2017-11-21, 12:00–14:00	Boltzmannstr. 15
	Wed, 2017-11-22, 16:00–19:00	Boltzmannstr. 3
	Thu, 2017-11-23, 08:00–10:00	Boltzmannstr. 3 Hausaufgabenübung
	Mon, 2017-11-27, 10:00–12:00	Boltzmannstr. 15
	Tue, 2017-11-28, 12:00–14:00	Boltzmannstr. 15
	Wed, 2017-11-29, 16:00–19:00	Boltzmannstr. 3
	Thu, 2017-11-30, 08:00–10:00	Boltzmannstr. 3 Hausaufgabenübung
	Mon, 2017-12-04, 10:00–12:00	Boltzmannstr. 15
	Tue, 2017-12-05, 12:00–14:00	Boltzmannstr. 15
	Wed, 2017-12-06, 16:00–19:00	Boltzmannstr. 3
	Thu, 2017-12-07, 08:00–10:00	Boltzmannstr. 3 Hausaufgabenübung
	Mon, 2017-12-11, 10:00–12:00	Boltzmannstr. 15
	Tue, 2017-12-12, 12:00–14:00	Boltzmannstr. 15
	Wed, 2017-12-13, 16:00–19:00	Boltzmannstr. 3
	Thu, 2017-12-14, 08:00–10:00	Boltzmannstr. 3 Hausaufgabenübung
	Mon, 2017-12-18, 10:00–12:00	Boltzmannstr. 15
	Tue, 2017-12-19, 12:00–14:00	Boltzmannstr. 15
	Wed, 2017-12-20, 16:00–19:00	Boltzmannstr. 3
	Thu, 2017-12-21, 08:00–10:00	Boltzmannstr. 3 Hausaufgabenübung
	Mon, 2018-01-08, 10:00–12:00	Boltzmannstr. 15
	Tue, 2018-01-09, 12:00–14:00	Boltzmannstr. 15
	Wed, 2018-01-10, 16:00–19:00	Boltzmannstr. 3
	Thu, 2018-01-11, 08:00–10:00	Boltzmannstr. 3 Hausaufgabenübung
	Mon, 2018-01-15, 10:00–12:00	Boltzmannstr. 15
	Tue, 2018-01-16, 12:00–14:00	Boltzmannstr. 15
	Wed, 2018-01-17, 16:00–19:00	Boltzmannstr. 3
	Thu, 2018-01-18, 08:00–10:00	Boltzmannstr. 3 Hausaufgabenübung
	Mon, 2018-01-22, 10:00–12:00	Boltzmannstr. 15
	Tue, 2018-01-23, 12:00–14:00	Boltzmannstr. 15
	Wed, 2018-01-24, 16:00–19:00	Boltzmannstr. 3
	Thu, 2018-01-25, 08:00–10:00	Boltzmannstr. 3 Hausaufgabenübung
	Mon, 2018-01-29, 10:00–12:00	Boltzmannstr. 15
	Tue, 2018-01-30, 12:00–14:00	Boltzmannstr. 15
	Wed, 2018-01-31, 16:00–19:00	Boltzmannstr. 3
	Thu, 2018-02-01, 08:00–10:00	Boltzmannstr. 3 Hausaufgabenübung
	Mon, 2018-02-05, 10:00–12:00	Boltzmannstr. 15
	Tue, 2018-02-06, 12:00–14:00	Boltzmannstr. 15
	Wed, 2018-02-07, 16:00–19:00	Boltzmannstr. 3
	Thu, 2018-02-08, 08:00–10:00	Boltzmannstr. 3 Hausaufgabenübung
!	Fri, 2018-03-02, 13:00–16:00	Boltzmannstr. 3 Klausureinsicht / Post-Exam Review
!	Fri, 2018-03-09, 13:00–16:00	Boltzmannstr. 3 Klausureinsicht / Post-Exam Review
!	Tue, 2018-04-17, 16:00–18:00	Boltzmannstr. 3 post-examination review
!	Mon, 2018-04-23, 16:00–18:00	Boltzmannstr. 3 post-examination review

Assignment to Modules

IN2064: Maschinelles Lernen / Machine Learning
This module is included in the following catalogs:
- Catalogue of non-physics elective courses

Further Information

Courses are together with exams the building blocks for modules. Please keep in mind that information on the contents, learning outcomes and, especially examination conditions are given on the module level only – see section "Assignment to Modules" above.

additional remarks	- k-Nearest Neighbors - Decision Trees - Probabilistic Inference - Linear Regression - Linear Classification - Optimization - Deep Learning - Dimensionality Reduction - Mixture Models - Variational Inference
Links	Course documents E-Learning course (e. g. Moodle) TUMonline entry

Equivalent Courses (e. g. in other semesters)

Semester	Title	Lecturers	Dates
WS 2023/4	Machine Learning (IN2064)	Fuchsgruber, D. Geisler, S. Gosch, L. Guerranti, F. Günnemann, S. … (total 7)	Tue, 12:00–14:00, GALILEO Audimax Wed, 16:00–19:00, MI HS1 Mon, 10:00–12:00, GALILEO Audimax
WS 2022/3	Machine Learning (IN2064)	Bilos, M. Gao, N. Geisler, S. Gosch, L. Günnemann, S. … (total 7)	Mon, 10:00–12:00, GALILEO Audimax Tue, 12:00–14:00, GALILEO Audimax Wed, 16:00–19:00, MI HS1 and singular or moved dates
WS 2021/2	Machine Learning (IN2064)	Bilos, M. Charpentier, B. Geisler, S. Günnemann, S. Schuchardt, J. … (total 6)	Tue, 12:15–13:45 Wed, 16:00–19:00 Mon, 10:00–12:00
WS 2020/1	Machine Learning (IN2064)	Gasteiger, J. Günnemann, S. Lienen, M. Shchur, O.	Tue, 12:15–13:45, virtuell Wed, 16:00–19:00, virtuell Mon, 10:00–12:00, virtuell
WS 2019/20	Machine Learning (IN2064)	Günnemann, S. Shchur, O.	Tue, 12:15–13:45, MW 0001 Wed, 16:00–19:00, MI HS1 Mon, 10:00–12:00, MW 2001
WS 2018/9	Machine Learning (IN2064)	Günnemann, S. Shchur, O.	Tue, 12:15–13:45, MW 0001 Wed, 12:00–14:00, MI 02.11.018 Wed, 16:00–19:00, MI HS1 Mon, 10:00–12:00, MW 0001 and singular or moved dates
WS 2016/7	Machine Learning (IN2064)	Groh, G. van der Smagt, P.	Tue, 10:00–13:00, MW 0001 Wed, 16:00–19:00, Interims I 102 and singular or moved dates