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IntSys
"quadrant.txt" data set
"quadrant.txt" data set
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quadrant.txt
za ogled datoteke.
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Course description and students obligations 2023/24
Lecture slides 2023/24
Some recordings of the partially outdated lectures are available in MS Teams, UL FRI Intelligent systems team, use the code 6zwq5bg for access.
Literature and readings
Samples of written exams
A sample of oral exam questions
IS Seminar 1
dataset
Seminar 1 time slots
Submission of the first Assigmnent
Assignment 2
Dataset 2
Seminar 2 - time slots
Seminar 2 - submission
Data analyist is a top job
Data science cheatsheet
Quiz 1
Quiz 2
Quiz 3
Quiz 4
Quiz 5
Introduction to Python (Python Notebook)
Problems (Python Notebook)
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Code
Problems
solutions
"players.txt" data set
"movies.txt" data set
Visualization - code
Problems
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"tic-tac-toe-learn.txt" data set
"tic-tac-toe-test.txt" data set
Code
Problems
lab4 solutions
"cars.txt" data set
"spamlearn.txt" data set
"spamtest.txt" data set
"vehicle.txt" data set
"student.txt" data set
Code
Problems
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Neural Networks
problems
nlp
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Feature selection
Model explainability
quadrant
Clustering
Ensemble learning
vehicle.txt
worldcities.csv
Problems
Reinforcement learning - Problems
Reinforcement learning
Neural Networks ►