Erinevus lehekülje "Machine learning ITI8565" redaktsioonide vahel
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== Lecture 7 Supervised learning 4 == | == Lecture 7 Supervised learning 4 == | ||
[[Media:Lecture_7_Support_Vector_Machines_Kernel_Trick_ML_2020.pdf |Slides]] | [[Media:Lecture_7_Support_Vector_Machines_Kernel_Trick_ML_2020.pdf |Slides]] | ||
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| + | == Lecture 8 Supervised learning 5 == | ||
| + | [[Media:Lecture_8_1_Supervised_learning_NaiveBayes.pdf |Slides]] | ||
| + | [[Media:Lecture_8_Neural_Networks_ML_2020.pdf |Slides]] | ||
| + | [[Media:Lecture_8_part2_Neural_Networks_ML_2020.pdf |Slides]] | ||
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Redaktsioon: 2. aprill 2020, kell 10:14
Spring term 2020
ITI8565: Machine learning
Taught by: Sven Nõmm
EAP: 6.0
Time and place:
Lectures: Thursdays 14:15-15:45 ICT-315 Labs: Thursdays 16:00-17:30 ICT-401
Consultation: By appointment. Please do not hesitate to ask for an appointment.
Additional information: sven.nomm@taltech.ee
Lecture slides will appear here each week AFTER the lecture! Moodle environment @ ained.ttu.ee will be available for registration on 30.01.2020 16:00.
Lectures
Lecture 1 Introduction
Lecture 2 Cluster Analysis 1
Lecture 3 Cluster Analysis 2
Lecture 4 Supervised learning 1
Lecture 5 Supervised learning 2
Lecture 6 Supervised learning 3
Lecture 7 Supervised learning 4
Lecture 8 Supervised learning 5
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