188.993 Advanced Programming Paradigms
This course is in all assigned curricula part of the STEOP.
This course is in at least 1 assigned curriculum part of the STEOP.

2018S, VU, 2.0h, 3.0EC
TUWEL

Properties

  • Semester hours: 2.0
  • Credits: 3.0
  • Type: VU Lecture and Exercise

Aim of course

Note: starting in summer term 2019, this course will be offered under the more suitable title of "Data-intensive Computing"

  • Identifying and solving practical problems of data-intensive computing
  • Describing theoretical foundations of distributed data processing
  • Application of methods for data processing in distributed data environments
  • Application of machine learning to large-scale data in Hadoop/Spark-based cluster environments

Subject of course

Theory: Hadoop, Spark

Practical part: implementation of large-scale machine learning tasks
Topic this semester: Spotify Music Playlist Recommendation
see http://www.recsyschallenge.com/2018/

Lecturers

Institute

Course dates

DayTimeDateLocationDescription
Thu16:00 - 17:0001.03.2018Seminarraum FAV EG C (Seminarraum Gödel) Vorbesprechung
Thu14:00 - 16:0015.03.2018FAV Hörsaal 3 Zemanek (Seminarraum Zemanek) VO: Theory and Basics in Hadoop, Spark, etc.
Thu14:00 - 16:0012.04.2018 - 19.04.2018Seminarraum Techn. Informatik Leture
Thu14:00 - 16:0026.04.2018 - 21.06.2018Seminarraum FAV EG C (Seminarraum Gödel) Lecture
Tue13:00 - 15:0026.06.2018Ersatzraum SR Argentinierstrasse Final Meeting
Advanced Programming Paradigms - Single appointments
DayDateTimeLocationDescription
Thu01.03.201816:00 - 17:00Seminarraum FAV EG C (Seminarraum Gödel) Vorbesprechung
Thu15.03.201814:00 - 16:00FAV Hörsaal 3 Zemanek (Seminarraum Zemanek) VO: Theory and Basics in Hadoop, Spark, etc.
Thu12.04.201814:00 - 16:00Seminarraum Techn. Informatik Lecture
Thu19.04.201814:00 - 16:00Seminarraum Techn. Informatik Lecture
Thu26.04.201814:00 - 16:00Seminarraum FAV EG C (Seminarraum Gödel) Lecture
Thu03.05.201814:00 - 16:00Seminarraum FAV EG C (Seminarraum Gödel) Lecture
Thu17.05.201814:00 - 16:00Seminarraum FAV EG C (Seminarraum Gödel) Lecture
Thu24.05.201814:00 - 16:00Seminarraum FAV EG C (Seminarraum Gödel) Lecture
Thu07.06.201814:00 - 16:00Seminarraum FAV EG C (Seminarraum Gödel) Lecture
Thu14.06.201814:00 - 16:00Seminarraum FAV EG C (Seminarraum Gödel) Lecture
Thu21.06.201814:00 - 16:00Seminarraum FAV EG C (Seminarraum Gödel) Lecture
Tue26.06.201813:00 - 15:00Ersatzraum SR Argentinierstrasse Final Meeting

Examination modalities

Grading based on 3 assignments (A1: 20pt, A2: 30pt, A3: 50pt; Sum 100pt; A1+A2 >= 35pt, to be eligible for A3!); presence and contributions in lectures mandatory!

ECTS Breakdown:

3.0EC = 75h

6 lectures:        12h
Assignment 1:  12h
Assignment 2:  17h
Present. Prep.:   4h
Presentations:    1h
Assignment 3:   29h

Course registration

Begin End Deregistration end
01.03.2018 08:00 22.03.2018 17:00 22.03.2018 17:00

Curricula

Literature

No lecture notes are available.

Language

English