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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
  • ICNS23
    Insinööri (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