Erinevus lehekülje "Machine learning ITI8565 (2017)" redaktsioonide vahel

Allikas: Kursused
Mine navigeerimisribale Mine otsikasti
12. rida: 12. rida:
 
   Lectures: 14:00-15:30  ICT-A1
 
   Lectures: 14:00-15:30  ICT-A1
 
   Labs: 16:00-17:30  ICT-402
 
   Labs: 16:00-17:30  ICT-402
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Preliminary Information:
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Examinations and consultations  ICT-405:
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26.05 Consultation 14:00-15:30
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02.06 Exam 1      14:00-15:30
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10.06 Exam 2      16:00-17:30
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14.06 Make-up Exam 14:00-15:30
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   Consultation: by appointment TBA
 
   Consultation: by appointment TBA

Redaktsioon: 28. aprill 2016, kell 12:53

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

Preliminary Information: Examinations and consultations ICT-405: 26.05 Consultation 14:00-15:30 02.06 Exam 1 14:00-15:30 10.06 Exam 2 16:00-17:30 14.06 Make-up Exam 14:00-15:30


 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

Please Observe the practice room change starting 12.02.2016 ICT-402 !!!

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!!!

Lecture 4: Linear Regression

Slides

Home Assignment 1

Home Assignment 1 is available in Moodle! The deadline is 15.03.2016 23:55 !

Lecture 5:

Slides

Lecture 6:

Slides

Lecture 7:

Slides

Lecture 8:

Slides

Lecture 9:

Due to a number of requests to postpone the Test Nr1. Test Nr1. will take place on Thursday April the 7th.

On march the 31st studies will take place as usually. Slides

Test 1: 07.04.2016

Nothing is scheduled for today practice, but the room will be opened for your self practice. Sven will be around to answer your questions. There will be no consultation today

28.04

Test 1 Make-Up will take place on 28.04.2016 during the lecture.

Practice will take place at its usual time.