Machine learning ITI8565 (2017)

Previous years: 2015

Spring 2015/2015

ITI8565: Machine learning

Taught by: Sven Nõmm

EAP: 6.0

Time and place: Thursdays

 Lectures: 14:00-15:30  ICT-A1
 Labs: 16:00-17:30  ICT-402

 Consultation: by appointment TBA

Additional information: sven.nomm@ttu.ee

The course is organised by the Department of Comptuer Science. The course is supported by IT Academy.

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 to pass

Lectures

Lecture slides, necessary files, links and other necessary information would appear here before the lecture or practice.

Lecture 1: Introduction and Decision Trees

Slides

Practice 1

Code and data examples

Lecture 2: k- Nearest Neighbors

Slides

Reading

Practice 2

Data

Lecture 3: K- Means

Slides

NB! Moodle environment for the course has been activated

If you need the code to enroll please contact the teacher by e-mail. I will continue to upload lecture slides here. All other resources including home assignments will be available thorough the moodle only!!!