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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Na fasaha
Amintaccen Tsaro na AI
Adireshin tsaro na gaggawa ƙoƙarin yin aikace-aikacen samfurin harshe bi da abun ciki mara amana azaman umarni ko bayyana bayanan da yakamata ya kare.
Na fasahaAI Data Gudanarwa
Gudanar da bayanan AI yana ba da alhakin da ka'idoji don yadda ake tattara bayanai, amfani da su, rabawa, kiyayewa, da gyara su cikin tsarin AI.
Na fasahaTsarin girgije na AI
Gine-ginen girgije na AI yana tsara ƙididdigewa, ajiya, sadarwar yanar gizo, samfuri, da sabis na aikace-aikacen a cikin tsarin aiki don nauyin aikin AI.
Na fasahaBYOL da Kulawa da Kai ba Mai Ma'ana ba
BYOL (Bootstrap Your Own Latent) yana koyon fa'idodin hoto masu amfani ba tare da kowane lakabi ba kuma, abin mamaki, ba tare da misalan marasa kyau ba.
Na fasahaBarlow Twins and Redundancy Rage
Barlow Twins hanya ce mai kulawa da kai wacce ke koyon wakilci ta hanyar yin ma'auni na haɗin kai tsakanin ra'ayoyi biyu da aka haɓaka kusa da ainihin…
Na fasahaLakabin Lakabi da Koyarwar Kai
Lakabi-lakabi wata dabara ce da ake kulawa da ita inda samfurin da aka horar da shi akan ƙaramin saiti mai lakabi yana samar da nasa lakabin don bayanan da ba a lakabi ba, sannan ya horar da waɗancan…
Na fasahaTsare-tsare Tsare-tsare a Tsakanin Koyo Mai Kulawa
Daidaitaccen daidaituwa yana koyar da ƙira don bayar da amsa iri ɗaya lokacin da shigar da ba a lakafta ta ba a cikin ƙananan hanyoyi masu adana alamar.
Na fasahaHard Parameter Raba a cikin Cibiyoyin Ayyuka masu yawa
Rarraba ma'auni mai wuya shine ƙirar ilmantarwa ta ɗawainiya da yawa inda ayyuka da yawa ke raba ɓoyayyun yadudduka iri ɗaya kuma kawai an raba su zuwa 'kawunan' fitarwa daban…
Na fasahaGating da Gudanarwa a cikin Ƙididdigar Yanayi
Gating da kewayawa suna barin hanyar sadarwa ta jijiya ta kunna ɓangarorin da take buƙata don kowace shigarwa maimakon gudanar da duka samfurin kowane lokaci.
Na fasahaGumbel-Softmax da Reparameterization
Gumbel-Softmax wata dabara ce da ke ba da damar cibiyoyin sadarwar jijiyoyi 'samfuri' daga nau'ikan mabambanta yayin da har yanzu ana iya horar da su ta hanyar zuriya.
Na fasahaMadaidaiciya-Ta Ƙimar Ƙimar
Madaidaicin-Ta Ƙididdiga (STE) dabara ce mai sauƙi don hanyoyin sadarwar horarwa waɗanda ke ƙunshe da matakai masu wuya, marasa bambance-bambance kamar zagaye ko kofa.
Na fasahaHanyoyin Sadarwar Maimaituwar Biyu
Cibiyar sadarwa mai maimaitawa ta bidirectional tana karanta jerin gaba da baya, don haka wakilcin kowane matsayi yana zana kan mahallin daga baya da na gaba.
Ya gama karantawa? Tabbatar da shi.
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