Finnish
23.10.2023 - 08.12.2023
The contact lessons are in a computer class and involve use of computers. The theory should be independently acquired before class exercises. The learning is accomplished by assignments where theory is put into practice.
Morrison, S. J. (2009) Introduction to engineering statistics. Hoboken, NJ: Wiley
Hoerl, R & Snee, R. (2012) Statistical Thinking: Improving Business Performance. Hoboken, NJ: Wiley
Kelleher, Mac Namee & D'Arcy (2020) Fundamentals of Machine Learning for Predictive Data Analytics. Cambridge, MA: MIT Press
Other material accessible in Moodle
Main Campus
The date and execution of the exam will be announced in the beginning of the course and in Moodle.
Contact lessons about 20 hours
Independent study about 20 hours
Learning tasks about 20 hours
01.08.2023 - 24.08.2023
The admission procedures are described in the degree rule and the study guide.
0 - 50
The assessment is based on learning tasks and exams.
An equivalent course in English TZLM7300-3007 Data Analysis.
Open AMK: at most 5 students if there are seats in the classroom.
Bachelor's Degree Programme in Logistics
Face-to-face
0.00 cr
0.00 cr
School of Technology
English
23.10.2023 - 08.12.2023
The contact lessons are in a computer class and involve use of computers. The theory should be independently acquired before class exercises. The learning is accomplished by assignments where theory is put into practice.
Morrison, S. J. (2009) Introduction to engineering statistics. Hoboken, NJ: Wiley
Hoerl, R & Snee, R. (2012) Statistical Thinking: Improving Business Performance. Hoboken, NJ: Wiley
Kelleher, Mac Namee & D'Arcy (2020) Fundamentals of Machine Learning for Predictive Data Analytics. Cambridge, MA: MIT Press
Other material accessible in Moodle
Main Campus
The date and execution of the exam will be announced in the beginning of the course and in Moodle.
Contact lessons about 20 hours
Independent study about 20 hours
Learning tasks about 20 hours
01.08.2023 - 24.08.2023
The admission procedures are described in the degree rule and the study guide.
0 - 20
The assessment is based on learning tasks and exams.
An equivalent course in Finnish TZLM7300-3006 Datan analysointi.
Open AMK: at most 5 students if there are seats in the classroom.
Bachelor's Degree Programme in Purchasing and Logistics Engineering
Face-to-face
0.00 cr
0.00 cr
School of Technology
Finnish
28.08.2023 - 19.12.2023
In online learning the student works independently by familiarizing with the theory and putting the theory into practice by solving assignments using a computer.
Morrison, S. J. (2009) Introduction to engineering statistics. Hoboken, NJ: Wiley
Hoerl, R & Snee, R. (2012) Statistical Thinking: Improving Business Performance. Hoboken, NJ: Wiley
Kelleher, Mac Namee & D'Arcy (2020) Fundamentals of Machine Learning for Predictive Data Analytics. Cambridge, MA: MIT Press
Shmueli, G., Bruce, P., Deokar, A. & Patel, N. 2023. Machine learning for business analytics. Hoboken, NJ: Wiley
Other material accessible in Moodle
Main Campus
The date and execution of the exam will be announced in the beginning of the course.
Independent study about 20 hours
Learning tasks about 40 hours
01.08.2023 - 24.08.2023
The admission procedures are described in the degree rule and the study guide.
0 - 15
The assessment is based on learning tasks and exams.
An equivalent course with contact lessons in English TZLM7300-3007 Data Analysis.
Bachelor's Degree Programme in Logistics
Online learning
0.00 cr
3.00 cr
School of Technology
Finnish
08.01.2024 - 19.05.2024
In online learning the student works independently by familiarizing with the theory and putting the theory into practice by solving assignments using a computer.
Morrison, S. J. (2009) Introduction to engineering statistics. Hoboken, NJ: Wiley
Hoerl, R & Snee, R. (2012) Statistical Thinking: Improving Business Performance. Hoboken, NJ: Wiley
Kelleher, Mac Namee & D'Arcy (2020) Fundamentals of Machine Learning for Predictive Data Analytics. Cambridge, MA: MIT Press
Shmueli, G., Bruce, P., Deokar, A. & Patel, N. 2023. Machine learning for business analytics. Hoboken, NJ: Wiley
Other material accessible in Moodle
Main Campus
The date and execution of the exam will be announced in the beginning of the course.
Independent study about 20 hours
Learning tasks about 40 hours
20.11.2023 - 04.01.2024
The admission procedures are described in the degree rule and the study guide.
0 - 15
The assessment is based on learning tasks and exams.
Bachelor's Degree Programme in Logistics
Online learning
0.00 cr
3.00 cr
School of Technology
Finnish
01.05.2024 - 31.07.2024
In online learning the student works independently by familiarizing with the theory and putting the theory into practice by solving assignments using a computer.
Morrison, S. J. (2009) Introduction to engineering statistics. Hoboken, NJ: Wiley
Hoerl, R & Snee, R. (2012) Statistical Thinking: Improving Business Performance. Hoboken, NJ: Wiley
Kelleher, Mac Namee & D'Arcy (2020) Fundamentals of Machine Learning for Predictive Data Analytics. Cambridge, MA: MIT Press
Shmueli, G., Bruce, P., Deokar, A. & Patel, N. 2023. Machine learning for business analytics. Hoboken, NJ: Wiley
Other material accessible in Moodle
Main Campus
The date and execution of the exam will be announced in the beginning of the course.
Independent study about 20 hours
Learning tasks about 40 hours
01.04.2024 - 30.04.2024
The admission procedures are described in the degree rule and the study guide.
0 - 15
The assessment is based on learning tasks and exams.
Bachelor's Degree Programme in Logistics
Online learning
0.00 cr
3.00 cr
School of Technology