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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
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FEE CTU
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FIT CTU
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FSV CUNI
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MFF CUNI