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Učilnica FRI 21/22
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IntSys
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Календарь
Intelligent Systems
В начало
Курсы
Undergraduate Programs
University study Computer and Information Science
3rd year
Artificial Intelligence
IntSys
Общее
The videos of the 2020/21 lectures are available in MS Teams, UL FRI Intelligent systems team, use the code 6zwq5bg for access.
The videos of the 2020/21 lectures are available in MS Teams, UL FRI Intelligent systems team, use the code 6zwq5bg for access.
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https://teams.microsoft.com/l/channel/19%3a78d26ead528444a298f6ffb2d9be9087%40thread.tacv2/Lectures?groupId=73e61ca9-fe7c-4282-b41c-6c73e21ec7e3&tenantId=a6cc90df-f580-49dc-903f-87af5a75338e
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◄ Lecture slides 2021/22
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Announcements
Discussion forum
Course description and students obligations 2020/21
Lecture slides 2021/22
Literature and readings
Sample of written exams
A sample of oral exam questions
Zoom link to oral exams
Schedule for the oral exams on 04 February 2022
Seminar Assignment 1
Assignment 1 pairs
Submission of the first assignment
Seminar assignment 2
Submission of the second assignment
Seminar 2 time slots
Seminar 2 presentations Zoom
Theoretical seminars
Seminar 3 sign up sheet
Data analyist is a top job
R Project homepage
Data science cheatsheet
Dataset sentiment
Introduction to R (R code)
Problems (R code)
Solutions (R code)
Introduction to GA (code with additional comments)
Problems (GA)
"AlgaeLearn.txt" data set
"AlgaeTest.txt" data set
Solutions (GA, R code)
Visualization (with ggplot, R code)
Problems (visualization)
Solutions (visualizations, R code)
"players.txt" data set
"movies.txt" data set
Classification (R code - updated)
Problems (R code, with comments)
"players.txt" data set
"tic-tac-toe-learn.txt" data set
"tic-tac-toe-test.txt" data set
Classification (Solutions)
Quizz 1
Predictive modeling (with parallelism, factors) Datoteka
Predictive modeling (problems)
Predictive modeling (Solutions)
"cars.txt" data set
"spamlearn.txt" data set
"spamtest.txt" data set
"vehicle.txt" data set
"student.txt" data set
Clustering and attribute evaluation (R code)
Clustering and attribute evaluation (problems)
"quadrant.txt" data set
"worldcities.csv" data set
"student.txt" data set
"mushroom.txt" data set
Quizz 2
Ensembles (With comments)
Ensembles (Problems)
vehicle.txt data set
"players.txt" data set
Qizz 3
Text mining (with parallelism) (R code)
Text mining problems
time.mag
economics-topics
english.stop
economics
earn
Earn topics
Deep Learning (Jupyter notebook)
Deep Learning (source)
Quizz 4
Quizz 5
Literature and readings ►