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1019 guide yu leer ci Àngle, yooni jàng yuñ yamale, ak bibliotek bu ubbeeku — bi 501(c)(3) mbootaay bu moom boppam tabax ngir ku nekk mëna xam IA bu bees bi.

1019Gid yu amul fayda
9topic topic
~2 minguide bu nekk
~34hJamonoy jàng

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Juroom njàngale yu lalu ci njariñ

Njang moomu dafay àndaale ak ay njariñ yu leer, ay mënin yuñ mëna def ci kàrt, ay liggéey yuñ ciy jëfandikoo, ak benn capstone buñ jëfandikoo.

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Saytu ci piste

Tëmb ci barab bi nga bëgg. Bépp track amna guide yu bari ci Àngle bu leer.

Fondamentaal yiBaatu-jàngat yi: ni IA di doxee ci dayo bu kawe.84 tegtal IA làkkLLMs, PNL, ChatGPT, laaj, ak xam mbind.155 tegtal IA buy waneDefar nataal, xool ordinatër, wideo ak jëmmal.133 tegtal Audio IABaat, music, podcast, ak IA bu njëkk ci audio.117 tegtal Sosiete yiProfil yu OpenAI, Anthropic, Google, Meta, ak yeneen.121 tegtal Aplikaasioŋ yiNaka IA di feeñee ci kodage, seetlu, ndawu liggéey ak dundu bis bu nekk.111 tegtal Liggéeyukaay yiIA ci wàllu faju, xaalis, njàng, kuuraŋ ak yeneen mbir.91 tegtal XaralaPuce yi, ajustement bu baax, RAG, vecteur ak jumtukaayi IA.177 tegtal Askan wiTeg sa bopp, nëbbëtu, yelleefu moomeel, kaaraange, ak ëlëgu IA.30 tegtal

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guide yépp

1019 de 1019 tegtal yi ñu wane. Seggal ci track wala seetlu ci kaw.

Xarala

Regularisation bu méngoo ci jàng buñ yor

Regularisation bu méngoo dafay jàngal benn model mu joxe benn tontu sudee dañu perturbé ab input buñu etiketewul ci anam wu ndaw, etiket-preservation.

2 min lireLiir
Xarala

Séddoo ay parametre yu jafe ci reso yu bari liggéey

Séddoo parametre yu dëgër mooy jëmmal jàng liggéey yu bari, fu liggéey yu bari di séddoo benn layer bu nëbbu, ba noppi ñu xaaj ko ay 'bopp' yu wuute...

2 min lireLiir
Xarala

Gating ak Routing ci xayma bu am sart

Gating ak routing dañuy may reso neuronal bi mu aktive wàll yi mu soxla ci input bu nekk, du def model bi yépp saa yu nekk.

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Xarala

Gumbel-Softmax ak defarwaat

Gumbel-Softmax ab pexe la buy may reso neuronal yi ñu 'sample' ci kategori yu wuute te ba leegi mën nañu leen tàggat ci wàccinu gradient.

2 min lireLiir
Xarala

Estimatëru Jub

Estimatëru Straight-Through (STE) ab pexe bu yomb la ngir tàggat reso yu am jéego yu dëgër, yuñu dul wuutale lu melni rounding wala thresholding.

2 min lireLiir
Fondamentaal yi

Normalisasioŋ bu kuréel gi

Groupe Normalisation xarala la buy dakkal tàggat reso neuronal ci normalise ay man-man ci biir grupu chaine yu ndaw, ku nekk ci ñoom moom boppam...

2 min lireLiir
Fondamentaal yi

Unité yuy baaxoo

Gated Recurrent Unit (GRU) xeetu selil la buy yengu ci reso neuronal buy jëfandikoo ñaari buntu ngir tànn ban xibaar lañu wara denc ak ban xibaar lañu wara fàtte...

2 min lireLiir
Xarala

Reseau yu am ñaari yoon

Reseau recurrent bu am ñaari yoon, dafay jàng benn yoon ci kanam ak ci ginaaw, kon position bu nekk dafay aju ci contexte bi weesu ak ëlëg.

2 min lireLiir
Xarala

Fexe Rollout ak Dagg Bopp

Attention rollout anam la wuñuy toppee ni xibaar bi di jaar ci biir Transformer yi ngir leeral ban jeton dugal...

2 min lireLiir
IA làkk

Dekodaas buy wuutale

Dekodaas bu wuute dafay defar mbind mu gëna baax ndax dafay dindi tendaas yu modelu làkk bu ndaw te néew doole ci yu yaatu te am doole.

2 min lireLiir
IA làkk

Seetug beam buñ teg loxo ak ay tënk

Seetug limyéer bu tënk dafay forse génnug modelu làkk bi mu mëna dëppoo ak sàrt yu tar, lu ci melni boole ci ay baat yuñ tànn wala méngoo ak nàfar, fekk ba leegi...

2 min lireLiir
IA làkk

Dekodage Risk Bayes bi gëna ndaw

Decodage Minimum Bayes Risk (MBR) dafay tànn génne gi gëna niroo ak yeneen génne yu bari yu mëna am, du benn génne bi gëna am wërsëg.

2 min lireLiir

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