Machine learning ITI8565

Allikas: Kursused
Redaktsioon seisuga 22. veebruar 2021, kell 15:16 kasutajalt Sven (arutelu | kaastöö)
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Machine learning ITI8565

Spring term 2021

ITI8565: Machine learning

Taught by: Sven Nõmm

EAP: 6.0

NB! At least in the beginning of the spring term all teaching will be conducted online. Please joint MS Teams! Team name Machine learning ITI8565; Spring term 2021 The code to join the team is gkq6q3q It is recommended to download and install MS Teams as standalone application and login there with TalTech UniID account.


Lectures on Tuesdays 14:00 - 15:30 Online in MS Teams

Practices on Thursdays 17:45 - 19:15 Online in MS Teams


Lectures

Week 1 Distance function

Slides

Week 2 Cluster analysis I

Slides

Week 3 Cluster analysis II

Slides

Week 3 Anomaly and outlier analysis

Slides

Week 4 Supervised Learning I

Slides

Week 5 Supervised Learning II

Slides NB! Home assignment 1 will be distributed during the practice on 25.02.2021


  • 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