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
Tsallaka zuwa yankin da kuke damuwa. Kowace waƙa tana da jagororin bayyanannun Ingilishi da yawa.
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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177 na 1019 jagororin da aka nuna. Tace ta hanya ko bincike a sama.
Na fasaha
Tilasta Malami a cikin Samfuran Jeri
Tilasta malami dabara ce ta horo don ƙirar jeri inda aka ciyar da ainihin alamar da ta gabata, ba zato na ƙirar kanta ba, azaman shigarwa na gaba.
Na fasahaTsara Samfura da Bayyana Bias
Ƙaunar bayyanawa ita ce tazar da ke bayyana lokacin da samfurin da aka horar da shi a kan cikakkiyar maƙasudi kawai dole ne, bisa ga ra'ayi, yanayi a kan abubuwan da ba su da kyau.
Na fasahaAsarar Hankali don Gano Rashin Daidaito
Asarar mai da hankali shine aikin asara da aka gyara wanda ke saukar da misalan masu sauƙi don haka mai ganowa zai iya mai da hankali kan masu wuya, masu wuya.
Na fasahaGwaji-Lokacin Ƙarfafawa
Ƙaddamar da lokacin gwaji (TTA) yana gudanar da ƙirar horarwa akan nau'ikan da aka canza daban-daban na shigarwa iri ɗaya kuma yana daidaita hasashen.
Na fasahaSamfuran Mara Kyau da Ƙimar Ƙimar Haɓaka Amo
Samfuran mara kyau da Ƙimar Ƙirar Haɗin Kai (NCE) dabaru ne waɗanda ke barin ƙila su koyi manyan ƙamus ba tare da ƙididdige cikakken farashi mai tsada ba.
Na fasahaInfoNCE da Makasudin SimCLR
InfoNCE ita ce hasara mai ma'ana wacce ke koya wa abin ƙira don jawo madaidaicin nau'i-nau'i tare da tura madaidaicin nau'i-nau'i a cikin haɗa sararin samaniya.
Na fasahaMatsakaicin Nauyin Stochastic
Matsakaicin Nauyin Stochastic (SWA) yana ɗaukar matsakaicin matsakaicin ma'aunin ƙirar daga maki da yawa a ƙarshen horo maimakon kawai kiyaye wasan ƙarshe…
Na fasahaLookhead and Lion Optimizers
Lookahead da Lion su ne juyi na zamani guda biyu akan inganta hanyar sadarwa.
Na fasahaMixup da CutMix Augmentation
Mixup da CutMix hanyoyin haɓaka bayanai ne waɗanda ke ƙirƙirar sabbin misalan horarwa ta hanyar haɗa hotuna biyu da alamun su.
Na fasahaKan layi da Ma'adinai mara kyau
Ma'adinan ma'adinai mai wuyar gaske yana ɗaukar mafi kyawun ba da labari, misalan masu wahala-bambancewa don horar da su maimakon ɓata ƙoƙari kan masu sauƙi wanda ƙirar ta riga ta samu…
Na fasahaCibiyoyin sadarwa na capsule
Cibiyoyin sadarwa na Capsule sune gine-ginen jijiyoyi waɗanda ke haɗa nau'ikan neurons zuwa cikin 'capsules' waɗanda ke fitar da vectors ɗin ɓoye duka ko fasalin ya wanzu da matsayinsa…
Na fasahaHanyoyin Sadarwar Jiha na Echo da Kwamfuta na Tafki
Ƙididdigar tafki hanya ce mai wayo don horar da cibiyoyin sadarwa na yau da kullun: bar babban, bazuwar haɗin 'tafki' na neurons gyarawa kuma kawai jirgin kasa…
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