Course - Big Data Architecture - TDT4305
TDT4305 - Big Data Architecture
About
Examination arrangement
Examination arrangement: Aggregate score
Grade: Letter grades
| Evaluation | Weighting | Duration | Grade deviation | Examination aids |
|---|---|---|---|---|
| Assignment | 50/100 | |||
| School exam | 50/100 | 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 and analysis of time series, 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. - Analysis of time series. - 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.
Recommended previous knowledge
TDT4120 Algorithms and Data Structures and TDT4145 Data Modelling, Databases and Database Management Systems, or equivalent.
Course materials
Will be informed of at semester start.
Version: 1
Credits:
7.5 SP
Study level: Second degree level
Term no.: 1
Teaching semester: SPRING 2023
Language of instruction: Norwegian
Location: Trondheim
- Informatics
- Technological subjects
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 50/100 D 2023-05-22 09:00 INSPERA
-
Room Building Number of candidates SL274 Sluppenvegen 14 1 SL110 lilla sone Sluppenvegen 14 43 SL121 Sluppenvegen 14 1 SL120 blå sone Sluppenvegen 14 3 SL110 hvit sone Sluppenvegen 14 63 -
Spring
ORD
Assignment
50/100
Submission
2023-05-08
14:00 -
Room Building Number of candidates - Summer UTS School exam 50/100 D INSPERA
-
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.
For more information regarding registration for examination and examination procedures, see "Innsida - Exams"