Data EngineeringLaajuus (3 op)
Tunnus: IC10034
Laajuus
3 op
Opetuskieli
- englanti
Vastuuhenkilö
- Jyri Kemppainen
Osaamistavoitteet
- you know what modern data engineering is
- you learn what the overall management of data resources in an organization is
- you understand how data engineering powers operational and advanced data analytics
- you know how to build data warehouses and data lakes, automate data pipelines, and work with massive datasets
- you learn what the collaborative development of data flows and the continuous use of data across the organization is
- you know how to design, manage and optimize the flow of data with databases throughout the organization.
Sisältö
- ETL and ELT processes
- Data stream process
- Data warehouses and lakes
- DataOps
- Data analytics tools.
Ilmoittautumisaika
01.04.2025 - 30.04.2025
Ajoitus
01.09.2025 - 10.10.2025
Opintopistemäärä
3 op
Toteutustapa
Lähiopetus
Yksikkö
Insinöörikoulutus / Information Technology (IC)
Opetuskielet
- Englanti
Paikat
10 - 120
Koulutus
- Degree Programme in Information and Communication Technology
Opettaja
- Jyri Kemppainen
Vastuuopettaja
Jyri Kemppainen
Ryhmät
-
ICNS23Insinööri (AMK), Information Technology, päivä, syksy, 2023
Tavoitteet
- you know what modern data engineering is
- you learn what the overall management of data resources in an organization is
- you understand how data engineering powers operational and advanced data analytics
- you know how to build data warehouses and data lakes, automate data pipelines, and work with massive datasets
- you learn what the collaborative development of data flows and the continuous use of data across the organization is
- you know how to design, manage and optimize the flow of data with databases throughout the organization.
Sisältö
- ETL and ELT processes
- Data stream process
- Data warehouses and lakes
- DataOps
- Data analytics tools.
Arviointiasteikko
H-5