Erinevus lehekülje "Machine learning ITI8565" redaktsioonide vahel

Allikas: Kursused
Mine navigeerimisribale Mine otsikasti
42. rida: 42. rida:
 
== 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 ==
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[[Media:Lecture_8_1_Supervised_learning_NaiveBayes.pdf ‎|Slides]]
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[[Media:Lecture_8_Neural_Networks_ML_2020.pdf ‎|Slides]]
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[[Media:Lecture_8_part2_Neural_Networks_ML_2020.pdf ‎|Slides]]
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Redaktsioon: 2. aprill 2020, kell 10:14

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.

Lectures

Lecture 1 Introduction

Slides

Lecture 2 Cluster Analysis 1

Slides

Lecture 3 Cluster Analysis 2

Slides

Lecture 4 Supervised learning 1

Slides

Lecture 5 Supervised learning 2

Slides

Lecture 6 Supervised learning 3

Slides

Lecture 7 Supervised learning 4

Slides

Lecture 8 Supervised learning 5

Slides Slides Slides


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