19312401 Vorlesung

WiSe 14/15: Modern Algorithms for Big Data

Kashif Rasul

Hinweise für Studierende

Note: Lecture will be in English.

Zusätzl. Angaben / Voraussetzungen

Prerequisites: Must have taken Algorithms and Databases.

Kommentar

In many modern workflows the data one deals with no longer fits in the memory of a single node, or arrives incrementally over time and is usually noisy/uncertain and typically it is all these cases. This course deals with the development and analysis of algorithms for dealing with such Big Data workflows as well as their limitations.

We will look into:

  • sketching
  • streaming
  • dimensionality reduction
  • big matrix algorithms
  • sparse signals
  • map-reduce
  • Resilient distributed datasets
  • random walks

Unlike my other courses, this one will be more theoretical but also involve some hands-on programming exercises.

Schließen

16 Termine

Regelmäßige Termine der Lehrveranstaltung

Fr, 17.10.2014 10:00 - 12:00

Dozenten:
Dr.Rer.Nat. Kashif Rasul

Räume:
046/T9 Seminarraum (Takustr. 9)

Fr, 24.10.2014 10:00 - 12:00

Dozenten:
Dr.Rer.Nat. Kashif Rasul

Räume:
046/T9 Seminarraum (Takustr. 9)

Fr, 31.10.2014 10:00 - 12:00

Dozenten:
Dr.Rer.Nat. Kashif Rasul

Räume:
046/T9 Seminarraum (Takustr. 9)

Fr, 07.11.2014 10:00 - 12:00

Dozenten:
Dr.Rer.Nat. Kashif Rasul

Räume:
046/T9 Seminarraum (Takustr. 9)

Fr, 14.11.2014 10:00 - 12:00

Dozenten:
Dr.Rer.Nat. Kashif Rasul

Räume:
046/T9 Seminarraum (Takustr. 9)

Fr, 21.11.2014 10:00 - 12:00

Dozenten:
Dr.Rer.Nat. Kashif Rasul

Räume:
046/T9 Seminarraum (Takustr. 9)

Fr, 28.11.2014 10:00 - 12:00

Dozenten:
Dr.Rer.Nat. Kashif Rasul

Räume:
046/T9 Seminarraum (Takustr. 9)

Fr, 05.12.2014 10:00 - 12:00

Dozenten:
Dr.Rer.Nat. Kashif Rasul

Räume:
046/T9 Seminarraum (Takustr. 9)

Fr, 12.12.2014 10:00 - 12:00

Dozenten:
Dr.Rer.Nat. Kashif Rasul

Räume:
046/T9 Seminarraum (Takustr. 9)

Fr, 19.12.2014 10:00 - 12:00

Dozenten:
Dr.Rer.Nat. Kashif Rasul

Räume:
046/T9 Seminarraum (Takustr. 9)

Fr, 09.01.2015 10:00 - 12:00

Dozenten:
Dr.Rer.Nat. Kashif Rasul

Räume:
046/T9 Seminarraum (Takustr. 9)

Fr, 16.01.2015 10:00 - 12:00

Dozenten:
Dr.Rer.Nat. Kashif Rasul

Räume:
046/T9 Seminarraum (Takustr. 9)

Fr, 23.01.2015 10:00 - 12:00

Dozenten:
Dr.Rer.Nat. Kashif Rasul

Räume:
046/T9 Seminarraum (Takustr. 9)

Fr, 30.01.2015 10:00 - 12:00

Dozenten:
Dr.Rer.Nat. Kashif Rasul

Räume:
046/T9 Seminarraum (Takustr. 9)

Fr, 06.02.2015 10:00 - 12:00

Dozenten:
Dr.Rer.Nat. Kashif Rasul

Räume:
046/T9 Seminarraum (Takustr. 9)

Fr, 13.02.2015 10:00 - 12:00

Dozenten:
Dr.Rer.Nat. Kashif Rasul

Räume:
046/T9 Seminarraum (Takustr. 9)

Studienfächer A-Z