Spoznaj Data Science
6h 57min
Time
54
Chapters
Programovanie
Category
4.9
Rating
Beginner
Level
slovak
Language
Chapters
Vitajte v kurze!
Úvod do kurzu
2min
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Podstata Data Science
O kapitole "Podstata Data Science"
2min
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Cieľ Data Science
14min
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Prístupy Data Science
15min
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Slovo "Data" z Data Science - Časť 1
8min
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Slovo "Data" z Data Science - Časť 2
14min
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Chyba merania (statistical bias)
13min
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Zbožňujem ten žltý walkman!
3min
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Limitácie našej mysle
9min
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Slovo "Science" z Data Science
11min
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Disciplíny Data Science
O kapitole "Disciplíny Data Science"
4min
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Štatistika
6min
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Databázy
14min
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Big Data a ich vznik
10min
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Dôsledky veľkých dát (big data)
7min
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Potreba data miningu
5min
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Fenomén strojového učenia (machine learning)
8min
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Hlboké učenie (deep learning)
6min
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Umelá inteligencia (artificial intelligence)
5min
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Kto je Data Scientist?
3min
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Myslenie Data Scientistu
8min
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Práca so štruktúrovanými dátami
16min
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Špecializácie
7min
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Technické krídlo
10min
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"Mäkké" krídlo
6min
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Opis a objavovanie dát
O kapitole "Opis a objavovanie dát"
3min
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Opis života gurmánov
4min
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Prečo potrebujeme opisovať dáta?
4min
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Základy deskriptívnych metód - Časť 1
7min
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Základy deskriptívnych metód - Časť 2
5min
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Základy deskriptívnych metód - Časť 3
15min
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Výpočet priemernej mzdy
5min
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Od opisu k objavovaniu
5min
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Ktorá nehnuteľnosť je tá správna?
6min
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Korelácia
12min
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Keď teplota stúpne
4min
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Nosia bociany deti?
4min
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Futbal a prezidenti
4min
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Inferencia a prediktívne modely
O kapitole "Inferencia a prediktívne modely"
3min
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Od vzorky k populácii - Časť 1
7min
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Od vzorky k populácii - Časť 2
8min
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Je tá huba jedlá?
5min
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Inferencia - vytvorenie experimentu
6min
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Inferencia - štatistický test
10min
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Inferencia - riešenie a sumár
5min
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Funkcia prírody
5min
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Kedy potrebujeme prediktívny model?
4min
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Budovanie prediktívneho modelu
12min
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Typy prediktívnych modelov
14min
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Prediktívny model nie je nikdy perfektný
9min
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Vidíme psa alebo vlka?
4min
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Má náš model pozitívny dopad?
9min
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Čo ďalej?
Diskusia a hodnotenie
1min
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Gratulujem! Čo ďalej?
1min
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