Master of Engineering, From IoT to AI, Lahti: TLPRYIIT21S
Code: YITT21SLTI
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Code | Name | Credits (cr) | 2021-2022 |
Autumn
2021 |
Spring
2022 |
1. / 2021 | 2. / 2021 | 3. / 2021 | 4. / 2022 | 5. / 2022 | 6. / 2022 |
---|---|---|---|---|---|---|---|---|---|---|---|
YITT21SLTI-1001 |
Core competence
(Choose all) |
20 | |||||||||
TE00BR03 | IoT | 5 | 5 | 5 | 1.7 | 1.7 | 1.7 | ||||
YY00CC67 | Machine Learning | 5 | 5 | 5 | 1.7 | 1.7 | 1.7 | ||||
YY00CB89 | Data Analyzation and Visualization | 5 | 5 | 5 | 1.7 | 1.7 | 1.7 | ||||
YT00CF50 | Introduction to artificial intelligence | 5 | 5 | 5 | 1.7 | 1.7 | 1.7 | ||||
YITT21SLTI-1002 |
Complementary competence
(Choose ects: 10) |
10 | |||||||||
YT00CF51 | Virtualization and servers as data pipeline tools | 5 | 5 | 5 | 1.7 | 1.7 | 1.7 | ||||
LA00BO58 | Gamification | 5 | 5 | 5 | 1.7 | 1.7 | 1.7 | ||||
LA00BO49 | Lean-Thinking in Developing Operations | 5 | |||||||||
LA00BQ04 | Research-Based Development | 5 | |||||||||
TE00BC06 | GIS as a Tool | 5 | |||||||||
YITT21SLTI-1003 |
Thesis
(Choose all) |
30 | |||||||||
YO00BU70 | Thesis Planning | 10 | 10 | 10 | 3.3 | 3.3 | 3.3 | ||||
YO00BU71 | Thesis Project and Reporting | 20 | 20 | 20 | 6.7 | 6.7 | 6.7 | ||||
Total | 60 | 60 | 25 | 35 | 8.4 | 8.4 | 8.4 | 11.77 | 11.77 | 11.77 |
Due to the timing of optional and elective courses, credit accumulation per semester / academic year may vary.
Accomplishment type details
Work placement |
No attached course units |
Thesis related |
Thesis Planning |
Thesis Project and Reporting |
Finnish as a Second language |
No attached course units |
Working life integrated study |
No attached course units |
Not grouped |
IoT |
Machine Learning |
Data Analyzation and Visualization |
Introduction to artificial intelligence |
Virtualization and servers as data pipeline tools |
Gamification |
Lean-Thinking in Developing Operations |
Research-Based Development |
GIS as a Tool |
Code | Name | Credits (cr) |
---|---|---|
YITT21SLTI-1001 |
Core competence
(Choose all) |
20 |
TE00BR03 | IoT | 5 |
YY00CC67 | Machine Learning | 5 |
YY00CB89 | Data Analyzation and Visualization | 5 |
YT00CF50 | Introduction to artificial intelligence | 5 |
YITT21SLTI-1002 |
Complementary competence
(Choose ects: 10) |
10 |
YT00CF51 | Virtualization and servers as data pipeline tools | 5 |
LA00BO58 | Gamification | 5 |
LA00BO49 | Lean-Thinking in Developing Operations | 5 |
LA00BQ04 | Research-Based Development | 5 |
TE00BC06 | GIS as a Tool | 5 |
YITT21SLTI-1003 |
Thesis
(Choose all) |
30 |
YO00BU70 | Thesis Planning | 10 |
YO00BU71 | Thesis Project and Reporting | 20 |