Pokročilé vytváranie atribútov pre Machine Learning v Pythone

2h 29min
Time
17
Chapters
Programovanie
Category
5.0
Rating
Advanced
Level
slovak
Language

Chapters

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Úvod do kurzu
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Materiály na stiahnutie
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Kategorické atribúty
Dôležité zopakovanie si základných metód
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Enkódovanie cez sumárnu štatistiku vstupu
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Target Encoding - najzákladnejšia forma
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Metódy “Weight of Evidence” a Leave-one-out Encoding
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Transformer CatBoost Encoder
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Feature Cross - Interakcie kategorických atribútov
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Bonusové metódy na enkódovanie
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Numerické atribúty
Stabilizovanie rozptylu
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Techniky špecifické pre linárne modely: Polynomials a Splines
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Diskretizácia
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Interakcie numerických atribútov
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Redukcia dimenzionality
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Ostatné atribúty
Cyklické atribúty
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Vyjadrenie extrémnosti pozorovania
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Praktické odporúčania
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12 Online courses
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