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Data science mathematics 3 (3 cr)

Code: TT00CC19-3003

General information

Enrollment

01.08.2023 - 29.10.2023

Timing

30.10.2023 - 31.12.2023

Number of ECTS credits allocated

3 op

Mode of delivery

Contact teaching

Unit

Teknologia

Teaching languages

  • English
  • Finnish

Degree programmes

  • Bachelor’s Degree in Information and Communication Technology

Teachers

  • Ari Teirilä

Groups

  • TTV22SAI
    TTV22SAI
  • 30.10.2023 12:30 - 14:00, Data science mathematics 3 TT00CC19-3003
  • 31.10.2023 12:30 - 14:00, Data science mathematics 3 TT00CC19-3003
  • 01.11.2023 08:15 - 09:45, Data science mathematics 3 TT00CC19-3003
  • 06.11.2023 12:30 - 14:00, Data science mathematics 3 TT00CC19-3003
  • 07.11.2023 12:30 - 14:00, Data science mathematics 3 TT00CC19-3003
  • 08.11.2023 08:15 - 09:45, Data science mathematics 3 TT00CC19-3003
  • 13.11.2023 12:30 - 14:00, Data science mathematics 3 TT00CC19-3003
  • 14.11.2023 12:30 - 14:00, Data science mathematics 3 TT00CC19-3003
  • 15.11.2023 10:00 - 11:30, Data science mathematics 3 TT00CC19-3003
  • 20.11.2023 12:30 - 14:00, Data science mathematics 3 TT00CC19-3003
  • 21.11.2023 12:30 - 14:00, Data science mathematics 3 TT00CC19-3003
  • 22.11.2023 10:00 - 11:30, Data science mathematics 3 TT00CC19-3003
  • 27.11.2023 12:30 - 14:00, Data science mathematics 3 TT00CC19-3003
  • 28.11.2023 12:30 - 14:00, Data science mathematics 3 TT00CC19-3003
  • 29.11.2023 10:00 - 11:30, Data science mathematics 3 TT00CC19-3003
  • 04.12.2023 12:30 - 14:00, Data science mathematics 3 TT00CC19-3003
  • 05.12.2023 12:30 - 14:00, Data science mathematics 3 TT00CC19-3003
  • 11.12.2023 12:30 - 14:00, Data science mathematics 3 TT00CC19-3003
  • 12.12.2023 12:30 - 14:00, Data science mathematics 3 TT00CC19-3003

Objective

Opiskelija hallitsee integraalin käsitteen ja pystyy soveltamaan sitä mm. satunnaismuuttujien jakaumille
Opiskelija hallitsee usean muuttujan funktioiden peruskäsitteet, kuten osittaisderivaatan ja gradientin, ja pystyy soveltamaan niitä esimerkiksi optimointi-ongelmissa.

Content

- integraali ja sen sovelluksia
- usean muuttujan funktiot
- optimointi

Evaluation scale

0 - 5

Qualifications

Datatieteen matematiikka 1 ja 2