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

1Waƙoƙin jigo

~2 minKowane jagora

~6hLokacin karatu

Fara a nan

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.

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.

~4h don kammalaDuba hanya

Mai amfani AI mai alhakin

Yi amfani da AI da kyau yayin kare sirri, bincika abubuwan da aka fitar, da kiyaye lissafin ɗan adam.

~5h don kammalaDuba hanya

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.

~6h don kammalaDuba hanya

Manufar AI & Al'umma

Yi nazarin tsarin AI ta hanyar haƙƙoƙi, daidaito, shugabanci, aminci, da sakamakon amfanin jama'a.

~6h don kammalaDuba hanya

Gina tare da AI Systems

Fahimtar ƙirar harshe, maidowa, wakilai, kimantawa, farashi, da tsare-tsaren turawa ta hanyar ƙira mai amfani.

~8h don kammalaDuba hanya

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

Hasashen Yawo da Hasashen Multi-Token

Hasashen yawo da tsinkayar alama da yawa suna haɓaka ƙirar ƙirar harshe ta hanyar kimanta alamu da yawa na gaba lokaci ɗaya da tabbatar da su a cikin guda…

2 min karatuKaranta

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BERTScore da Ƙimar Semantic

BERTScore yana auna yadda ingantaccen rubutu da na'ura ya yi daidai da tunani ta hanyar kwatanta ma'ana, ba ainihin kalmomi ba.

2 min karatuKaranta

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Hankalin Layi na Layi da Ƙwayoyin Ƙwararru

Hankalin layi yana maye gurbin hankali mai laushi mai laushi a cikin masu canzawa tare da dabarar lissafi wanda ke daidaita layi tare da tsayin jeri.

2 min karatuKaranta

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YaRN da Tsawon Tsawon yanayi

YaRN (Har yanzu wani karin RoPE) wata ingantacciyar dabara ce don shimfida tagar mahallin abin amfani da samfurin fiye da abin da aka horar da shi.

2 min karatuKaranta

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Matsayin Interpolation don Dogon Magana

Matsayin Interpolation (PI) wata hanya ce mai sauƙi, mai tasiri wacce ke tsawaita taga mahallin Transformer ta hanyar matse sabbin fihirisar matsayi a cikin kewayon…

2 min karatuKaranta

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Cakudar Masana LoRA

Cakuda na Kwararrun LoRA (MoLE) ya haɗu da ƙananan adaftan da aka horar da arha tare da na'ura mai ba da hanya tsakanin hanyoyin sadarwa don haka ƙirar tushe guda ɗaya na iya ƙware a duk faɗin…

2 min karatuKaranta

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Gyaran Hasashen don Samfuran Code

gyare-gyaren hasashe yana sa gyare-gyaren lambar AI ta ji nan take ta annabta cewa yawancin fayil ba zai canza ba kuma kawai tabbatar da ƙananan sassan da suka bambanta.

2 min karatuKaranta

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Gudanar da Kunnawa da Injiniya Wakili

Tuƙin kunnawa yana ɓatar da halayen samfurin ta hanyar ƙara ko žarža su kai tsaye a cikin ɓoyayyun kunnawar sa a lokacin aiki, ba a buƙatar horon da ake buƙata.

2 min karatuKaranta

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Rarraba Autoencoders don Fassara

Sparse autoencoders (SAEs) kayan aiki ne wanda ke raba abubuwan kunnawa na cikin gida na cibiyar sadarwar jijiyoyi zuwa mafi girman saiti na tsaftacewa…

2 min karatuKaranta

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Superposition da Polysemanticity a cikin Fassarar AI

Koyi superposition da polysemanticity a cikin fassarar AI: me yasa samfuran ke tattara fasali cikin kwatancen da aka raba, me yasa neurons suka zama polysemantic…

2 min karatuKaranta

Na fasaha

Lens na Logit da Lens Tunatarwa

Lens ɗin logit da ruwan tabarau masu kyan gani dabarun fassara ne waɗanda ke leƙa a ɓoyayyun jahohin na'ura mai canzawa ta layi don ganin abin da ƙirar ke 'tunani'…

2 min karatuKaranta

Na fasaha