Erinevus lehekülje "Machine learning ITI8565" redaktsioonide vahel

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[[Machine learning ITI8565]]
 
[[Machine learning ITI8565]]
  
Spring 2018/2019
+
Spring term 2020
  
 
ITI8565: Machine learning
 
ITI8565: Machine learning
8. rida: 8. rida:
  
 
EAP: 6.0
 
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:  
 
Time and place:  
   Lectures: Thursdays 14:00-15:30 ICT-A1
+
   Lectures: Thursdays 14:15-15:45 ICT-315
 
   Labs:  Thursdays  16:00-17:30  ICT-401
 
   Labs:  Thursdays  16:00-17:30  ICT-401
  
Consultation: By appointment.
+
Consultation: By appointment. Please do not hesitate to ask for an appointment.
 
   
 
   
 
Additional information: sven.nomm@taltech.ee
 
Additional information: sven.nomm@taltech.ee
  
=Lectures =
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Lecture slides will appear here each week AFTER the lecture!
== Lecture 1  Introduction and distance function ==
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Moodle environment @ ained.ttu.ee will be available for registration on 30.01.2020 16:00.  
[[Media:Lecture_1_Intorduction_and_DistanceFunction_ML_2019.pdf ‎|Slides]]
 
 
 
== Lecture 2  Cluster Analysis I ==
 
[[Media:Lecture_2_Cluster_Analysis_1_ML_2019.pdf ‎|Slides]]
 
 
 
== Lecture 3  Cluster Analysis II ==
 
[[Media:Lecture_3_Cluster_Analysis_2_ML_2019.pdf ‎|Slides]]
 
 
 
== Lectures 4 - 5  Supervised Learning I ==
 
[[Media:Lecture_4_Classification_1_ML_2019_update.pdf ‎|Slides]]
 
 
 
== Lecture 6  Supervised Learning II ==
 
[[Media:Lecture_5_Classification_2_ML_2019.pdf ‎|Slides]]
 
 
 
== Lecture 7  Supervised Learning III ==
 
[[Media:Lecture_6_Gradient_descent_andmore_ML_2019.pdf ‎|Slides]]
 
 
 
== Lecture 8  Supervised Learning IV ==
 
[[Media:Lecture_7_Support_Vector_Machines_Kernel_Trick_ML_2019.pdf ‎|Slides]]
 
 
 
== Lecture 9 Neural Networks ==
 
[[Media:Lecture_8_Neural_Networks_ML_2019.pdf ‎|Slides]]
 
[[Media:Lecture_8_part2_Neural_Networks_ML_2019.pdf ‎|Slides]]
 
 
 
== Lecture 10 Neural Networks ==
 
[[Media:Lecture_10_Neural_Networks_ML_2019.pdf ‎|Slides]]
 
 
 
==Lecture 11 Ensemble Learning ==
 
[[Media:Lecture_11_Bagging _and_Ensembles_2019.pdf ‎|Slides]]
 
  
==Lecture 12 Markov models ==
 
[[Media:Lecture_12_Hidden_Markov_Models_2019.pdf ‎|Slides]]
 
  
 
==Evaluation==
 
==Evaluation==

Redaktsioon: 29. jaanuar 2020, kell 09:57

Machine learning ITI8565

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.


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