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
Fondamentaal yi tegtalMoom ba fàww.
84 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.
84Gid yu amul fayda
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~3hJamonoy 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.
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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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84 de 1019 tegtal yi ñu wane. Seggal ci track wala seetlu ci kaw.
Fondamentaal yi
Siggil bu jaar yoon
Cross-validation pexem resampling la ngir xayma ni model bi di mëna yamale ay done yuñu gisul.
Fondamentaal yiPrecision ak fàttaliku
Precision ak recall ñaari metric yuy mottali lañu ngir jàngat classifier yi, rawatina sudee class yi tolloowul.
Fondamentaal yiFenomen ñaari wàcci
Ñaari wàcci mooy seetlu bu yéeme bi ñu gis ni lu model bi di gëna rëy, njuumte test bi dafay njëkka gëna tar ci wetu 'interpolation threshold' waaye ginaaw ga mu gëna baax...
Fondamentaal yiTeori kernel tangent neuronal
Neural Tangent Kernel (NTK) jumtukaayu math la buy wane ni reso neuronal yu yaatu te amul àpp dañuy doxalee ni benn xeetu kernel bu amul àpp ci diir bi...
Fondamentaal yiHipothèse biye loteri
Ticket Lottery Hypothesis dafa wax ni ci biir benn reso neuronal bu mag, buñ tàmbali ci anam wu mujjee, dafa nëbb benn subnetwork bu ndaw - 'ticket winning' - bi, tàggat...
Fondamentaal yiYoon yiy yamale ngir reso neuronal
Yooni eskalaasioŋ formul empirik lañu yuy wane ni ñàkka am reso neuronal dafay wàññeeku bu baax suñu màggee dayo model bi, dayo done yi ak xayma yi.
Fondamentaal yiChinchilla - Tàggat yaram bu gëna baax
Chinchilla ab DeepMind bu 2022 la bu gis ni xeetu lakk yu mag yi deñu leen tàggat bu baax: ngir am budget ordinatër bu takku danga wara yokk ay parametre...
Fondamentaal yiNormalisation bu neexal buñ boole ci RLHF
Neexal buñ dajale dafay yamale neexal yi ci biir ay tontu yu bari ci benn laaj, di soppi poñ yu bari yi ci tàggat yaram bu dëgër...
Fondamentaal yiModèle mondial ak simulatër yuñ jàng
Modèlu àdduna bi reso neuronal la buy jàng xam naka la environmaa bi di soppeekoo ci diir bu gàtt, loolu mooy tax IA 'xalaatal' njariñu ëllëk bala muy jëfandikoo.
Fondamentaal yiGuddaay normalisasioŋ ci tànneef tànneef
Normalisasioŋ guddaay dafay yamale mébetu taamu-tuning suko defee model yi bàyyi am ndimbal ci bind tontu yu gëna gudd.
Fondamentaal yiBradley-Terry neexal
Modèle Bradley-Terry ab pexem lim la bu yàgg lool ngir soppi méngale ñaar (A dafa raw B) ci poñ yu am lim.
Fondamentaal yiDPO buy baamtu ak tànneef ci net bi
DPO iteratif dafay baamtu méngale xeetu làkk ak tànneefi nit wala IA ci defar tontu yu bees, rang leen, ak tuning ci ñaar yu bees yooyu ku nekk...
Jeexal nga jàng? Firndeel ko.
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