course-details-portlet

TDT4305 - Big Data Architecture

About

Examination arrangement

Examination arrangement: Aggregate score
Grade: Letter grades

Evaluation Weighting Duration Grade deviation Examination aids
Assignment 25/100
School exam 75/100 4 hours D

Course content

The course gives an overview of main aspects of Big Data. Central topics are frameworks for Big Data processing (MapReduce, Spark, Storm, etc.), mining Big Data, data streams, recommender systems, and social network analysis.

Learning outcome

Knowledge: The candidate will get knowledge of: - Big Data frameworks - Mining of Big Data - Processing of data streams - Recommender systems - Analysis of social networks. Skills: - Understand important aspects of Big Data - Ability to apply acquired knowledge for understanding data and select suitable methods for processing and analyzing Big Data.

Learning methods and activities

Lectures, self-study and project.

Further on evaluation

The exam is given in English.

If there is a re-sit examination, the examination form may change from written to oral.

If the course is still not passed after a postponed exam, or by repeating the course, all parts of the course must be retaken.

Course materials

Will be informed of at semester start.

More on the course
Facts

Version: 1
Credits:  7.5 SP
Study level: Second degree level

Coursework

Term no.: 1
Teaching semester:  SPRING 2024

Language of instruction: Norwegian

Location: Trondheim

Subject area(s)
  • Informatics
  • Technological subjects
Contact information
Course coordinator: Lecturer(s):

Department with academic responsibility
Department of Computer Science

Examination

Examination arrangement: Aggregate score

Term Status code Evaluation Weighting Examination aids Date Time Examination system Room *
Spring ORD School exam 75/100 D 2024-05-22 09:00 INSPERA
Room Building Number of candidates
SL120 Sluppenvegen 14 5
SL311 lyseblå sone Sluppenvegen 14 36
SL317 Sluppenvegen 14 1
SL274 Sluppenvegen 14 1
SL311 grønn sone Sluppenvegen 14 65
Spring ORD Assignment 25/100

Submission
2024-04-26


14:00

INSPERA
Room Building Number of candidates
Summer UTS Oral examination 75/100 2024-08-10
Room Building Number of candidates
  • * The location (room) for a written examination is published 3 days before examination date. If more than one room is listed, you will find your room at Studentweb.
Examination

For more information regarding registration for examination and examination procedures, see "Innsida - Exams"

More on examinations at NTNU