Order

Pod kapotou Generatívnej AI a ChatGPT

6h 11min
Time
50
Chapters
Artificial Intelligence (AI)
Category
5.0
Rating
Beginner
Level
slovak
Language

Chapters

Prehľad kurzu
Vitajte v kurze
Available only with full access purchase
Interaktívne demá kurzu
Available only with full access purchase
Prvá fáza: Pretraining (Tokenizácia)
Začíname prvou fázou (pretraining)
Available only with full access purchase
Predstavenie troch komponentov prvej fázy
Available only with full access purchase
Potrebujeme obrovské množstvo dát
Available only with full access purchase
Intuitívne chápanie tokenizácie
Available only with full access purchase
Tokenizácia
Available only with full access purchase
Nástroj Tiktokenizer
Available only with full access purchase
Tokenizácia rôznych modalít
Available only with full access purchase
Prvá fáza: Pretraining (Embeddings)
Úvod do embeddingov
Available only with full access purchase
Embeddingy textov
Available only with full access purchase
Embeddingy obrázkov
Available only with full access purchase
Embeddingy sietí
Available only with full access purchase
Prvá fáza: Pretraining (Transformer)
Začíname s transformerom
Available only with full access purchase
Tréning neurónovej siete
Available only with full access purchase
Potrebujeme len "pozornosť"
Available only with full access purchase
Hlbšie pochopenie pozornosti
Available only with full access purchase
Neurón a feed-forward vrstvy
Available only with full access purchase
Kde má model uložené vedomosti?
Available only with full access purchase
Celá architektúra GPT
Available only with full access purchase
História a vizualizácie GPT
Available only with full access purchase
Získali sme "foundational model"
Available only with full access purchase
Demo: Foundational Model
Available only with full access purchase
Druhá fáza: Fine-tuning
Začíname druhou fázou
Available only with full access purchase
Potrebujeme konverzácie napísané ľudmi
Available only with full access purchase
Halucinácia sa zhoršuje
Available only with full access purchase
Používanie nástrojov (tool use)
Available only with full access purchase
Demo: Ilúzia konverzácie
Available only with full access purchase
Tretia fáza: Reinforcement training
Začíname tretiu fázu
Available only with full access purchase
Claude dostal novú ústavu (a prečo sa mi nepozdáva)
Available only with full access purchase
Výskum halucinácii od OpenAI
Available only with full access purchase
Minimalizovanie halucinácie
Available only with full access purchase
Úžasná schopnosť "reasoning"
Available only with full access purchase
Ako natrénovať premýšľajúci model
Available only with full access purchase
Neverifikovateľné domény
Available only with full access purchase
Štvrtá fáza: Interpretácia
Prišla už štvrtá fáza?
Available only with full access purchase
Interpretácia anonymných neurónov
Available only with full access purchase
Priraďovanie konceptov neurónom
Available only with full access purchase
V akom jazyku premýšla Claude? Ako počíta? Plánuje?
Available only with full access purchase
Dokáže nám LLM klamať?
Available only with full access purchase
Keď LLM vydiera a je zodpovedné za usmrtenie človeka
Available only with full access purchase
Riešenie diabolského správania cez "persona vectors"
Available only with full access purchase
Neuronpedia
Available only with full access purchase
Vnímajú LLM samé seba? Možno.
Available only with full access purchase
Keď modelu dáme "goodbye questionnaire"
Available only with full access purchase
LLMko je ako dieťa ktoré prichytíme pri podvádzaní
Available only with full access purchase
Nebezpečenstvá Claude Opus 4.6
Available only with full access purchase
Kam smerujeme?
Scaling law ako dôvod (nekonečného) optimizmu?
Available only with full access purchase
Zlyhá transformer architektúra?
Available only with full access purchase
O tejto kapitole
Available only with full access purchase
16 Online courses