Machine learning ITI8565

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

Lecture 4 Supervised Learning I

Slides

Lecture 5 Supervised Learning I (continued)

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