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.
Xarala
Paralelismu done
Parallelism ci done yi dafay gëna gaaw ci tàggat benn model ci ni ñu koy toppandoo ci GPU yu bari, GPU bu nekk di liggéey ci wàll wu wuute ci done yi.
XaralaModel ak paralelismu tuyo
Sudee benn model dafa yaatu lool ba mënu ci nekk ci benn GPU, model bi ak parallelism pipeline bi dañuy xaaj model bi ci boppam ci aparey yi.
XaralaZeRO ak Optimisatër yu xaaj
ZeRO (Optimiser de redondance zero) dafay dindi ñaari yoon ci mémoire bu yàqu-yàqu ci paralelism done ci xaaj stade optimisateur bi, degrade yi ak poid yi ci...
XaralaTopp Jàngat
Topp jàngat mooy jëfandikoo sistemik ngir enregistre ci anam wu sistematik bépp masin buy jàng - kodam, ay done, ay hyperparametre, ay metric, ak ay sorti - kon...
XaralaCI/CD ngir jàngu masin
CI/CD ngir jàngu masin dafay yaatal lëkkaloo gu wéy ak pipeline yuy wéyal joxe ngir muur kode bi kese, waaye itam ay done ak ay model.
XaralaCanary ak lëndëm
Canary ak shadow deployment ñaari pexe yu woyof lañu ngir génne model wala serwiis bu bees ci liggéey bi.
IA buy waneXamme Jëf
Xamme jëf mooy jàngal ordinatër yi ñu xàmmee li nit ñi wala mbir yi *def* ci wideo - daw, yëngal, daanu, ubbi buntu - du...
IA buy waneInterpolaasioŋ kadre wideo
Interpolation kadre wideo dafay defar ay kadre yu bees, ci diggante yi fi nekk ngir defar wideo bi mu gëna nooy wala gëna yeex - soppi wideo 30fps ci 60fps...
IA buy waneTopp mbir yu bari
Topp mbir yu bari (MOT) dafay topp mbir yu bari - doxkat yi, oto yi, joueur yi - ci biir kadre yi ci wideo bi, di jox ku nekk dàntite bu méngoo ci diir bi.
XaralaCache bu gaaw
Cache bu gaaw dafay may modelu IA bi mu jëfandikoowaat liggéeyu ordinatër bimu def ci benn mbind bu bari, moo gën ñu koy baamtu saa yu nekk.
Liggéeyukaay yiIA ci pathologie
IA ci pathologie dafay jëfandikoo gis-gis ordinatër ci diapositive tisu numérique, di jàppale pathologist yi ñu gis cancer, lim selul yi, ak grade feebar bi ci anam wu gëna gaaw ak lu gëna bari...
IA buy waneIA ci nataali pajum
IA ci nataali medsin dafay jëfandikoo gis-gis ordinatër ngir jàng rayon X yi, CT scanner yi, MRI yi, ultrasound yi, ak mamograam yi, ngir gis lu jaarul yoon, ak tànn li gëna am solo.
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