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
Muhimman abubuwa jagororiKyauta har abada.
84 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.
84Jagoran kyauta
1Waƙoƙin jigo
~2 minKowane jagora
~3hLokacin 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.
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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Duk jagora
84 na 1019 jagororin da aka nuna. Tace ta hanya ko bincike a sama.
Muhimman abubuwa
Tsare-tsare
Ƙaddamar da ƙetare hanya ce ta sake ƙima don ƙididdige yadda samfurin zai zama gama gari ga bayanan da ba a gani ba.
Muhimman abubuwaDaidaitawa da Tunawa
Daidaituwa da tunawa su ne ma'auni guda biyu masu haɗaka don tantance masu ƙima, musamman idan azuzuwan ba su daidaita.
Muhimman abubuwaAbun Sauka Biyu
Sau biyu shine abin lura mai ban mamaki cewa yayin da samfurin ke girma, kuskuren gwaji ya fara yin muni kusa da 'kofar interpolation' amma sai ya sami kyau…
Muhimman abubuwaJijiya Tangent Kernel Theory
Neural Tangent Kernel (NTK) kayan aiki ne na lissafi wanda ke nuna cewa cibiyoyin sadarwa mara iyaka mara iyaka suna aiki kamar takamaiman, ƙayyadadden hanyar kernel yayin…
Muhimman abubuwaHasashen tikitin caca
Hasashen tikitin Lottery ya ce a cikin babbar hanyar sadarwar jijiya da aka fara ba da gangan tana ɓoye ƙaramin hanyar sadarwa - 'tikitin nasara' - wanda, horar da…
Muhimman abubuwaDokokin Sikeli don hanyoyin sadarwar Jijiya
Dokokin ƙididdige ƙididdiga masu ƙima waɗanda ke nuna cewa asarar hanyar sadarwar jijiyoyi tana faɗuwa da ƙima yayin da kuke girma girman samfuri, girman saitin bayanai, da ƙididdigewa.
Muhimman abubuwaChinchilla Compute-Mafi kyawun horo
Chinchilla shine 2022 DeepMind gano cewa yawancin manyan samfuran harshe ba a horar da su sosai: don ƙayyadadden lissafin kasafin kuɗi ya kamata ku daidaita sigogi…
Muhimman abubuwaDaidaita Ladan Rukuni a cikin RLHF
Daidaita ladan da aka haɗaka yana daidaita ladan ƙirar a cikin juzu'in martani ga saƙo ɗaya, yana mai da ƙima mai hayaniya zuwa ingantaccen horo…
Muhimman abubuwaSamfuran Duniya da Na'urar kwaikwayo na Koyi
Samfurin duniya wata hanyar sadarwa ce ta jijiyoyi wacce ke koyon hasashen yadda yanayi ke canzawa kan lokaci, yana barin AI 'yi tunanin' sakamako na gaba kafin yin aiki.
Muhimman abubuwaTsawon Tsawon Matsakaici a cikin Inganta fifiko
Tsawon tsayi yana daidaita manufofin daidaita fifiko don haka samfura su daina samun amincewa kawai ta rubuta dogon amsoshi.
Muhimman abubuwaSamfuran Kyautar Bradley-Terry
Samfurin Bradley-Terry hanya ce ta ƙididdiga ta ƙarni don juyar da kwatance biyu (A beats B) zuwa maki na lamba.
Muhimman abubuwaMaimaita DPO da Tunanin Zaɓan Kan layi
Iterative DPO akai-akai yana daidaita ƙirar harshe zuwa abubuwan ɗan adam ko AI ta hanyar samar da sabbin amsoshi, martaba su, da daidaitawa akan waɗannan sabbin nau'ikan kowane…
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