Preskoči na glavno vsebino
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Učilnica FRI 21/22
Slovenščina (sl)
English (en)
Slovenščina (sl)
Русский (ru)
한국어 (ko)
Išči
Zapri
Išči
Preklopi iskalni vnos
Trenutno uporabljate gostujoči dostop (
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IntSys
Domov
Koledar
Inteligentni sistemi
Domov
Predmeti
Prva stopnja
Univerzitetni študij RI in IŠRM
3. letnik
Umetna inteligenca
IntSys
Splošno
Lecture slides 2021/22
Lecture slides 2021/22
Warning:
The slides from the lectures are reminders of the topics covered. Do not consider them as a replacement for the literature.
IS 01 Introduction.pdf
IS 02 Nature inspired computation.pdf
IS 03 Predictive modeling.pdf
IS 04 Bias, variance and predictive models.pdf
IS 05 Feature selection.pdf
IS 06 Ensemble methods.pdf
IS 07 Kernel methods.pdf
IS 08 Neural networks.pdf
IS 09 Inference and explanation.pdf
IS 10 Natural language processing.pdf
IS 11 Reinforcement learning.pdf
Prenesi mapo
◄ Discussion forum
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Announcements
Discussion forum
Literature and readings
Sample of written exams
A sample of oral exam questions
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
Dataset sentiment
Quiz 1
Quiz 2
Quiz 3
Quiz 4
Quiz 5
Data analyist is a top job
R Project homepage
Data science cheatsheet
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)
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
Ensembles (With comments)
Ensembles (Problems)
vehicle.txt data set
"players.txt" data set
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)
Literature and readings ►