Machine learning ITI8565

Allikas: Kursused
Redaktsioon seisuga 16. aprill 2020, kell 08:56 kasutajalt Sven (arutelu | kaastöö)
Mine navigeerimisribale Mine otsikasti

Machine learning ITI8565

Spring term 2020

ITI8565: Machine learning

Taught by: Sven Nõmm

EAP: 6.0


NB! Starting 19.03.2020 lectures take place online using MS teams environment!!! ITI8565 Machine learning team Lecture slides and all other necessary files are shared in ained.ttu.ee (your account should be linked to your e-mail!) Also all the files uploaded to the ITI8565 Machine learning team.


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

Lecture 9 Supervised learning 6

Slides

Lecture 11 Supervised learning 6

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