Machine learning ITI8565
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Spring 2018/2019
ITI8565: Machine learning
Taught by: Sven Nõmm
EAP: 6.0
Examinations and Consultations: ICT-405
23.05.2019 16:00-17:30 Consultation
28.05.2019 16:00-17:30 Consultation
31.05.2019 16:00-17:30 Exam
11.06.2019 16:00-17:30 Consultation
13.06.2019 16:00-17:30 Exam/ Make-up Exam
If you wish to defend your final project during consultations please inform your lecturer in advance.
Time and place:
Lectures: Thursdays 14:00-15:30 ICT-A1 Labs: Thursdays 16:00-17:30 ICT-401
Consultation: By appointment.
Additional information: sven.nomm@taltech.ee
Lectures
Lecture 1 Introduction and distance function
Lecture 2 Cluster Analysis I
Lecture 3 Cluster Analysis II
Lectures 4 - 5 Supervised Learning I
Lecture 6 Supervised Learning II
Lecture 7 Supervised Learning III
Lecture 8 Supervised Learning IV
Lecture 9 Neural Networks
Lecture 10 Neural Networks
Lecture 11 Ensemble Learning
Lecture 12 Markov models
Evaluation
- 91 < score -- grade 5 (excellent)
- 81 < score < 90 -- grade 4 (very good)
- 71 < score < 80 -- grade 3 (good)
- 61 < score < 70 -- grade 2 (satisfactory)
- 51 < score < 60 -- grade 1 (acceptable)
score ≤ 50 -- a student has failed the course