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IntSys
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Intelligent Systems
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University study Computer and Information Science
3rd year
Artificial Intelligence
IntSys
General
Lecture slides 2021/22 (continuously updated)
Lecture slides 2021/22 (continuously updated)
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
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◄ Live stream of Intelligent systems lectures
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Course description and students obligations 2022/23
Live stream of Intelligent systems lectures
Some recordings of the lectures are available in MS Teams, UL FRI Intelligent systems team, use the code 6zwq5bg for access.
Literature and readings
Sample of written exams
A sample of oral exam questions
Data analyist is a top job
R Project homepage
Data science cheatsheet
Quiz 1
Quiz 2
Quiz 3
Quiz 4
Quiz 5
Some recordings of the lectures are available in MS Teams, UL FRI Intelligent systems team, use the code 6zwq5bg for access. ►