Erinevus lehekülje "Machine learning ITI8565" redaktsioonide vahel

Allikas: Kursused
Mine navigeerimisribale Mine otsikasti
35. rida: 35. rida:
 
== Lecture 7  Supervised Learning III ==
 
== Lecture 7  Supervised Learning III ==
 
[[Media:Lecture_6_Gradient_descent_andmore_ML_2019.pdf ‎|Slides]]
 
[[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]]
  
  

Redaktsioon: 21. märts 2019, kell 14:04

Machine learning ITI8565

Spring 2018/2019

ITI8565: Machine learning

Taught by: Sven Nõmm

EAP: 6.0

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

Slides

Lecture 2 Cluster Analysis I

Slides

Lecture 3 Cluster Analysis II

Slides

Lectures 4 - 5 Supervised Learning I

Slides

Lecture 6 Supervised Learning II

Slides

Lecture 7 Supervised Learning III

Slides

Lecture 8 Supervised Learning IV

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