Varning! Alla funktioner på sidan fungerar inte korrekt utan javascript!

Cloud Computing and Data Analytics 6 hp

Undervisningen bedrivs på engelska.

Kursinnehåll

The exponential growth of the digital universe, particularly in the form of storage and computing power in recent decades, enables companies to accumulate huge amounts of data at moderate cost. Accompanying this technological shift is a widespread realization that collected data contain potentially valuable information. Exploiting this stored data, in order to extract useful and actionable information, is the overall goal of the generic activity termed data analytics. The course includes the following elements:
- Basics of cloud architecture,
- Software as a Service (SaaS), Platform as a Service (PaaS), Infrastructure as a Service (IaaS)
- The MapReduce framework, especially Hadoop
- Fundamental tasks in data mining, i.e., classification, regression, clustering and association rules
- Basic machine learning techniques for classification, regression, clustering and association rules
- Organization of a data mining project, i.e., preprocessing, modeling and evaluation
- Software tools for data analytics
- Data analytics applied in different business domains
- Research directions in data mining and machine learning

Förkunskapskrav

The applicant must hold the minimum of a bachelor'rs degree (ie. the equivalent of 180 ECTS credits at an accredited university) with at least 90 credits within the major subject in Computer Engineering, Electrical Engineering (with relevant courses in Computer Engineering), Informatics, Computer Science, Interaction Design (with relevant courses in web programming) or equivalent. Proof of English proficiency is required.

Utbildningsnivå: Avancerad nivå
Kurskod/Ladokkod: TCCR26
Kursen ges vid: Tekniska Högskolan

Tidigare och pågående kurstillfällen

Typ av Kurs
Programkurs
Studieform
Campus
Termin
Hösten 2017: vecka 40 - vecka 44
Studietakt
100%
Undervisningsspråk
Engelska
Ort
Jönköping
Kurstid
Dag
Examinator
Ulf Johansson
Kursansvarig
Ulf Johansson
Gäller enbart studenter utanför EU/EES/Schweiz: Studieavgift
13500kr
Kursplan
HTML  PDF
Anmälningskod
HJ-T7200
Senast ändrad 2024-03-12 07:30:09