01
Fondation IA
Xam luy IA, ni sistem yi di jàngee, fan lañuy lajj, ak ni ñuy àttee kàddu yi te duñu yëngu.
Bibliothèque IA gratuite
Jàng IA.Moom ba fàww.
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
Tambalil fii
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.
02
Jëfandikukat IA bu am responsabilite
Jëfandikool IA ci anam wu am njariñ boole ci aar sa bopp, saytu li ñuy génne, ba noppi baña bàyyi xel ci nit ñi.
03
IA ci liggéey
Saytu anam yi ñuy jëfandikoo ci barabu liggéey bi, def ay pilote yu wóor, natt valeur yi, te joxe xibaar ci coppite yi ci anam wu jaar yoon.
04
Politigu IA ak Askan
Jàngat sistem IA ci yelleef, yamale, nguur, kaaraange ak njariñu njariñu ñépp.
05
Tabax ak sistem IA
Xam xeeti làkk yi, seetlu yi, ndawu liggéey yi, jàngat yi, njëg yi, ak kaaraange jëfandikoo gi jaaraleko ci jëmmal sistem bi.
topic topic
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
Bibliothèque bu mat
guide yépp
1019 de 1019 tegtal yi ñu wane. Seggal ci track wala seetlu ci kaw.
Liggéeyukaay yi
IA ci mbay mi
IA ci wàllu mbay mi dafay jëfandikoo ay kaptër, ay satelit, ay drone, ak jàngu masin ngir mëna yoriinu mbay mi ci benn-benn garab, du tool yépp.
IA làkkTuning prefix
Tuning prefix anam bu baax la ci parametre ngir méngale modelu làkk bu liw ci di tàggat ay vecteur yu ndaw yuy wéy di jëm ci bépp couche...
IA làkkTuning bu gaaw
Tuning prompt dafay méngale xeetu làkk bu gelaase ci jàng ay vecteur yu 'soft prompt' yu wéy yu ñu njëkka dugal, moo gën ñuy bind ay baat...
IA làkkRecuperation de ranking
Retriever ranking mooy ñaareelu pacc bi ci seetlu bu bees bi: ginaaw bi retriever bu gaaw génnee benn ensemble kandidaa, model bu gëna am doole dafay re-score candidat yooyu suko defee...
Askan wiGDPR ak jël yenn dogal
Reglemaa bi EU tëral ci wàllu aar ay done dafay may nit ñi yelleef su ordinatër yi jëlee yenn dogal yu am solo ci seen bopp.
Askan wiKontrolu exportaasioŋ IA ak ay tënk ci puce
Nguur yi nga xamni Amerik moo leen jiite, deñuy tënk njaayum puce juntuwaay yu bees yi ak jumtukaayi defar puce ngir tënk kàttanu juntuwaay yu bees yi.
IA buy waneAutoencodeurs masqués
Masked Autoencoders (MAE) xeetu xam-xam la buñuy saytu seen bopp, di jàngal modelu gis-gis bi ñu defaraat nataal yi ginaaw bi ñu nëbbee li ëpp ci nataal yi.
IA buy waneKapsioŋu nataal
Liggéeyu sotti nataal mooy defar ci saasi ab frase ci làkk wiñ nàmp ngir fësal li ci biir nataal bi.
IA buy waneTontu ci laaj ak tontu
Tontu ci Laaj yi ñuy Gis (VQA) dafay may sistem bi mu tontu ci laaj yi ci làkk wiñ nàmp ci nataal, lu ci melni ' Ñaata nit ñoo sol mbaxna?
XaralaDone yuñ xaaj lépp paralel
Done yuñ xaaj bu mat sëkk (FSDP) xarala tàggat yaram buñ séddale la buy xaaj parametru model bi, gradient yi, ak staadu optimisatër yi ci GPU yu bari suko defee...
XaralaSaytu degrade
Checkpointing gradient (ñu koy woowe itam checkpointing activation) ab pexe la buy sakkanal mémoire biy sànni activation yu bari yi ci digg bi ci diir bi ñuy jaar ci kanam...
XaralaONNX ak xeetu jëflante
ONNX (Weccoo Reseau Neural bu ubbeeku) formaa standard la bu ubbeeku ngir wane xeetu jàngu masin suko defee ñu mëna toxal seen bopp ci diggante kaadar yi...
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