01
Gidauniyar AI
Fahimtar abin da AI yake, yadda tsarin ke koya, inda suka kasa, da kuma yadda ake yin hukunci da da'awar ba tare da talla ba.
Laburaren AI kyauta
Na fasaha jagororiKyauta har abada.
177 jagororin turanci a sarari, tsayayyen hanyoyin koyo, da buɗe ɗakin karatu - wanda 501(c)(3) mai zaman kanta ta gina ta yadda kowa zai iya fahimtar AI na zamani.
177Jagoran kyauta
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Biyar darussa na tushen sakamako
Kowane darasi ya haɗa da tabbataccen sakamako, ƙwarewar taswira, ayyukan yi, da babban dutse da aka yi amfani da shi.
02
Mai amfani AI mai alhakin
Yi amfani da AI da kyau yayin kare sirri, bincika abubuwan da aka fitar, da kiyaye lissafin ɗan adam.
03
AI a Aiki
Yi ƙididdige shari'o'in amfani da wurin aiki, gudanar da amintattun matukan jirgi, auna ƙima, da sadar da canje-canje cikin gaskiya.
04
Manufar AI & Al'umma
Yi nazarin tsarin AI ta hanyar haƙƙoƙi, daidaito, shugabanci, aminci, da sakamakon amfanin jama'a.
05
Gina tare da AI Systems
Fahimtar ƙirar harshe, maidowa, wakilai, kimantawa, farashi, da tsare-tsaren turawa ta hanyar ƙira mai amfani.
Waƙoƙin jigo
Bincika ta hanya
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Muhimman abubuwaMahimman ra'ayi: yadda AI ke aiki a babban matakin.84 jagorori Harshen AILLMs, NLP, ChatGPT, faɗakarwa, da fahimtar rubutu.155 jagorori Kayayyakin AIƘirƙirar hoto, hangen nesa na kwamfuta, bidiyo, da ƙira.133 jagorori Audio AIMurya, kiɗa, kwasfan fayiloli, da audio-farko AI.117 jagorori KamfanoniBayanan bayanan OpenAI, Anthropic, Google, Meta, da ƙari.121 jagorori Aikace-aikaceYadda AI ke nunawa a cikin coding, bincike, wakilai, da rayuwar yau da kullun.111 jagorori Masana'antuAI a cikin kiwon lafiya, kuɗi, ilimi, makamashi, da ƙari.91 jagorori Na fasahaChips, daidaitawa, RAG, vectors, da kayan aikin AI.177 jagorori Al'ummaBias, keɓantawa, haƙƙin mallaka, aminci, da makomar AI.30 jagorori
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Na fasaha
Mahara Masu Makamai
’Yan fashi da makami da yawa matsala ce ta yanke shawara inda za ku ci gaba da zaɓar tsakanin zaɓuɓɓuka tare da biyan kuɗin da ba a san ku ba kuma ku koyi yayin da kuke tafiya, daidaita bincika sabbin…
Na fasahaBentoML da Model Packaging
BentoML shine tsarin Python mai buɗewa wanda ke haɗa samfuran injunan koyan injuna zuwa daidaitattun raka'a, da za a iya turawa da ake kira 'Bentos'.
Na fasahaKServe da Model Hidima akan Kubernetes
KServe daidaitaccen dandamali ne na Kubernetes na asali don ba da samfuran koyan inji a sikeli.
Na fasahaZane-zane na Seldon Core da Inference
Seldon Core dandamali ne na bude-bude don tura samfuran koyo na inji akan Kubernetes, tare da fasalin fage: zane-zane.
Na fasahaBacewa da Fashe Gradients
Lokacin horar da cibiyoyin sadarwa masu zurfi, siginonin kuskure suna raguwa zuwa sifili ko busawa zuwa ga iyaka yayin da suke tafiya baya ta yadudduka da yawa.
Na fasahaClipping gradient
Kariya mai sauƙi, wanda aka yi amfani da shi sosai wanda ke ɗaukar yadda manyan sabuntawar gradient za su iya samu yayin horo.
Na fasahaFara nauyi
Yadda kuke saita ma'aunin farawa na cibiyar sadarwa na jijiyoyi kafin a fara horo, wanda ke da ƙarfi sosai ko sigina da gradients suna da lafiya ta cikin yadudduka masu zurfi.
Na fasahaKoyon Kwaikwayo
Koyon kwaikwayo yana koya wa AI yin ɗawainiya ta hanyar kwafin zanga-zangar ƙwararru maimakon koyo daga ladan gwaji-da-kuskure.
Na fasahaKoyon Ƙarfafa Ƙarfafawa
Koyon ƙarfafawar juzu'i (IRL) yana jujjuya daidaitattun RL: maimakon a ba shi lada da nemo manufa, yana kallon ɗabi'un ƙwararru kuma yana nuna…
Na fasahaKoyon Ƙarfafawa Kan layi
Ƙarfafa ilmantarwa na kan layi yana horar da wakilai zalla daga ƙayyadaddun bayanai, da aka tattara a baya, ba tare da hulɗar kai tsaye da muhalli ba.
Na fasahaSmoothQuant da Ƙididdiga Kunnawa
SmoothQuant wata dabara ce wacce ke ba da damar damfara manyan nau'ikan yare har zuwa integers 8-bit don duka nauyi da kunnawa ba tare da…
Na fasahaTsare Tsare-tsare da Faduwa
Tsarin datsa yana kawar da gabaɗayan abubuwan hanyar sadarwa na jijiyoyi, kamar kawunan hankali, neurons, ko gabaɗayan yadudduka, don haka ƙirar slimmer tana sauri…
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