Beginners Workshop Machine Learning

The workshop takes place during the semester break and is 2 weeks long.

• From:	Jul 29, 2019
  To:	Aug 09, 2019
  Lecture time:	8:00 - 18:00
  Exam:	Aug 19, 2019 (presumably)
  Room:	A 060
  Organisation:	Seulki Yeom: yeom@tu-berlin.de, Philipp Seegerer: philipp.seegerer@tu-berlin.de, David Lassner: lassner@tu-berlin.de
  Language	English
  Application deadline	June 01, 2019

Enrollment / Limited number of participants

If you intend to participate, please send an e-mail to yeom@tu-berlin.de or philipp.seegerer@tu-berlin.de with title "Beginners Workshop Enrollment" and this text:

Name: Your name
Matr.Nr: Your student ID (Matrikelnummer)
Degree: The degree you are enrolled in and want to use this course for.
TU student: Yes/No (Are you a enrolled as a regular student at TU Berlin?)
Other student: If you are not a regular student, please write your status.
ML1: Yes/No (Did you take the course Machine Learning 1 at TU Berlin?)
Other ML course: If you did not take ML1 at TU Berlin, please write if you took any equivalent course.

Participation spots are mostly assigned on a random basis. Please keep in mind that auditing students and Nebenhörer can only participate if less than the maximum number of regular TU students register for the course (http://www.studsek.tu-berlin.de/menue/studierendenverwaltung/gast_und_nebenhoererschaft/parameter/en/). Your participation will be confirmed soon after the application deadline.

Workshop topics include:

1. Math and Python recap

2. Machine learning basics

3. Clustering

4. Classical and linear methods

5. Bayesian learning

6. Support vector machines

7. Kernels

8. Neural networks