Data science mathematics 1Laajuus (3 cr)
Code: TT00CC17
Credits
3 op
Teaching language
- Finnish
Objective
The student masters the basic concepts of probability calculation and knows how to apply them to practical problems.
The student masters the basic concepts and methods of statistics and is able to apply them in data analysis.
Content
- basics of probability calculation
- random variables
- Bayesian networks
- basics of statistics
Enrollment
30.12.2024 - 26.01.2025
Timing
01.01.2025 - 31.07.2025
Number of ECTS credits allocated
3 op
Mode of delivery
Contact teaching
Unit
Teknologia
Teaching languages
- Finnish
Degree programmes
- Bachelor’s Degree in Information and Communication Technology
Teachers
- Hoa Ngo
Groups
-
TTM24SAITTM24SAI
Objective
The student masters the basic concepts of probability calculation and knows how to apply them to practical problems.
The student masters the basic concepts and methods of statistics and is able to apply them in data analysis.
Content
- basics of probability calculation
- random variables
- Bayesian networks
- basics of statistics
Evaluation scale
0 - 5
Enrollment
01.12.2023 - 29.01.2024
Timing
01.01.2024 - 07.02.2024
Number of ECTS credits allocated
3 op
Mode of delivery
Contact teaching
Unit
Teknologia
Teaching languages
- Finnish
Degree programmes
- Bachelor’s Degree in Information and Communication Technology
Teachers
- Tommi Kauppinen
Groups
-
TTM23SAITTM23SAI
Objective
The student masters the basic concepts of probability calculation and knows how to apply them to practical problems.
The student masters the basic concepts and methods of statistics and is able to apply them in data analysis.
Content
- basics of probability calculation
- random variables
- Bayesian networks
- basics of statistics
Evaluation scale
0 - 5
Enrollment
02.12.2022 - 31.01.2023
Timing
01.01.2023 - 31.07.2023
Number of ECTS credits allocated
3 op
Mode of delivery
Contact teaching
Unit
Teknologia
Teaching languages
- Finnish
Degree programmes
- Bachelor’s Degree in Information and Communication Technology
Teachers
- Ari Teirilä
Groups
-
TTV22SAITTV22SAI
Objective
The student masters the basic concepts of probability calculation and knows how to apply them to practical problems.
The student masters the basic concepts and methods of statistics and is able to apply them in data analysis.
Content
- basics of probability calculation
- random variables
- Bayesian networks
- basics of statistics
Evaluation scale
0 - 5
Enrollment
02.12.2022 - 31.01.2023
Timing
01.01.2023 - 20.03.2023
Number of ECTS credits allocated
3 op
Mode of delivery
Contact teaching
Unit
Teknologia
Teaching languages
- Finnish
Degree programmes
- Bachelor’s Degree in Information and Communication Technology
Teachers
- Tommi Kauppinen
Groups
-
TTM22SAITTM22SAI
Objective
The student masters the basic concepts of probability calculation and knows how to apply them to practical problems.
The student masters the basic concepts and methods of statistics and is able to apply them in data analysis.
Content
- basics of probability calculation
- random variables
- Bayesian networks
- basics of statistics
Evaluation scale
0 - 5
Enrollment
01.12.2021 - 31.01.2022
Timing
01.01.2022 - 31.07.2022
Number of ECTS credits allocated
3 op
Mode of delivery
Contact teaching
Unit
Teknologia
Teaching languages
- Finnish
Degree programmes
- Bachelor’s Degree in Information and Communication Technology
Teachers
- Ari Teirilä
Groups
-
TTV21SAITTV21SAI
Objective
The student masters the basic concepts of probability calculation and knows how to apply them to practical problems.
The student masters the basic concepts and methods of statistics and is able to apply them in data analysis.
Content
- basics of probability calculation
- random variables
- Bayesian networks
- basics of statistics
Evaluation scale
0 - 5