Subject: Subject Sylbus: Machine Learning 1 - 096411 (Current)

Machine Learning 1 - 096411
Credit
Points
3.5
 
Given In
Semester
a+b
 
  Lecture Exercise Laboratory Project or
Seminar
House
Work
Weekly
Hours
3 1     6
Possibility to guided reading

Determination of the grade according to progress during the semester and the submission of the final thesis


Prerequisites ( Introduction to Statistics 094423
and Introduction to Computer Science H 234117 )
or ( Introduction to Statistics 094423
and Introduction to Computer Science N 234221 )
or ( Introduction to Statistics 094423
and Introduction to Computer Science 234111 )
or ( Statistics 1 094424
and Introduction to Computer Science H 234117 )
or ( Statistics 1 094424
and Introduction to Computer Science N 234221 )
or ( Statistics 1 094424
and Introduction to Computer Science 234111 )


Deal with Advanced Methods of Data Analsis and Will Cover Both Data, Visualization, Classification and Prediction. Specific Topics: Machine, Resampling, Model Selection and Regularization, Decision Trees and Regression. Cluster Analysis. Understanding the Theory of the Different Methods and Having the Ability to Apply It on Real Data.




Times and places of examinations 01/2022 2202/2023 Winter Semester
examination timedaydateSeason
 Friday03.02.2023א
 Wednesday01.03.2023ב

Timetable to semester 01/2022 2202/2023 Winter Semester
RoomBuildingHourdayLecturerExercise
Lecture
no.Registering
Group
216נהול09:30-12:30WednesdayDr. Shalit UriLecture1011
216נהול13:30-14:30Tuesday Exercise11
 
216נהול09:30-12:30WednesdayDr. Shalit UriLecture1012
214נהול08:30-09:30Thursday Exercise12


System of hours to the semesters
Semester Previous Semester information 02/2021 2021/2022 Spring Semester


Textbooks
PublishedPublisherAuthorsBook
1997prentice hallp. cabena, p. hadjnian and rolf p. cabena, p. hadjnian and rolfdiscovering data mining from concept to implementation
1996mcgraw-hilloj. p. bigusdata mining with neural networks: solving .business problems - from application dev. to dec

Created in 30/09/2022 Time 05:48:21