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Machine Learning 1
BI-ML1.21
An introductory course in machine learning with the classical contents: from decision trees to linear regression. All algorithms and methods are explained in an accessible way but still in detail (no black boxes!). As a by-product, the students will become familiar with Python machine learning and data packages (numpy, pandas, scikit-learn). Python is the primary tool used to apply the learned algorithms on real-world data in tutorial classes.
Details
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FIT CTU
FACULTY
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Winter
TERM
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Strojové učení 1
OFFICIAL CZECH NAME
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https://courses.fit.cvut.cz/BI-ML1/
OFFICIAL LINK IN CZECH
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Machine Learning 1
OFFICIAL ENGLISH NAME
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https://bilakniha.cvut.cz/en/predmet6577006.html
OFFICIAL LINK IN ENGLISH
STILL SOME QUESTIONS?
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FEE CTU
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Artificial Intelligence in Robotics
B4M36UIR/BE4M36UIR Winter
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Autonomous Robotics
B3M33ARO1/BE3M33ARO1 Summer
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Computer Vision Methods
B4M33MPV/BE4M33MPV Summer
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Functional Programming
B4B36FUP Summer
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Introduction to Artificial Intelligence
B4B36ZUI Summer
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Julia for optimization and learning
B0B36JUL Winter
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Pattern Recognition and Machine Learning
B4B33RPZ/BE5B33RPZ Winter
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FIT CTU
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FSV CUNI
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MFF CUNI
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Artificial Intelligence I
NAIL069 Winter
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Artificial Intelligence II
NAIL070 Summer
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Deep Learning
NPFL138 Summer
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Deep Reinforcement Learning
NPFL139 Summer
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Dialogue Systems
NPFL123 Summer
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Introduction to Artificial Intelligence
NAIL120 Summer
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Introduction to Machine Learning with Python
NPFL129 Winter
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Large Language Models
NPFL140 Summer
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Modern Algorithmic Game Theory
NOPT021 Winter
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Natural Language Processing
NPFL124 Summer
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