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
Harshen AI jagororiKyauta har abada.
155 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.
155Jagoran kyauta
1Waƙoƙin jigo
~2 minKowane jagora
~5hLokacin 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
Cikakken ɗakin karatu
Duk jagora
155 na 1019 jagororin da aka nuna. Tace ta hanya ko bincike a sama.
Harshen AI
Tattaunawa AI
Conversational AI fasaha ce da ke ba mutane damar yin hulɗa da kwamfutoci ta hanyar tattaunawa ta baya-bayan nan, ta rubutu ko murya, maimakon menus…
Harshen AIƘaddamar Ƙaddamarwa
Ƙaddamar da ƙima shine aikin gano lokacin da kalmomi daban-daban a cikin rubutu suna magana akan abu ɗaya, kamar haɗa "ita" ko "shugaba" zuwa "Maria.
Harshen AIRubutun Rubutu
Rubuce-rubucen rubutu suna juya kalmomi, jimloli, ko takardu zuwa jerin lambobi (vectors) waɗanda ke ɗaukar ma'ana, ta yadda rubutun da ke da ma'anoni iri ɗaya su ƙare kusa…
Harshen AIHankalin Tagar Zamiya
Hankalin taga mai zamewa yana ƙuntata kowace alama don halarta kawai zuwa ƙayyadadden ƙayyadadden yanki na alamun da ke kusa a maimakon duka jeri.
Harshen AIRubutun Byte-Pair
Byte-Pair Encoding (BPE) wani algorithm ne na matsawa wanda ke gina ƙamus ta hanyar haɗa alamomin guda biyu akai-akai.
Harshen AISubword Tokenization
Alamar kalmomin ƙasa tana raba rubutu zuwa raka'a ƙasa da kalmomi amma girma fiye da haruffa, kamar 'alama' da 'ƙira'.
Harshen AIFlashAttention
FlashAttention algorithm ne mai inganci wanda ke ƙididdige ainihin hankali ɗaya kamar daidaitattun masu canji amma ba tare da taɓa rubuta babban hankali ba…
Harshen AIHankalin Tambaya-Rukuni
Hankalin Rukuni-Tambaya (GQA) hanya ce ta rage ƙwaƙwalwar da ake buƙata yayin tsara rubutu ta barin shugabannin tambaya da yawa su raba maɓalli ɗaya da shugabannin ƙima.
Harshen AIRukunin Matsayin Rotary
Rotary Position Embeddings (RoPE) yana ɓoye inda kowace alama ke zaune a jere ta hanyar jujjuya tambayar sa da maɓalli na maɓalli ta kusurwa daidai da matsayi.
Harshen AITuning Prefix
Gyaran prefix hanya ce mai inganci don daidaita ƙirar yare daskararre ta hanyar horar da ƙaramin saiti na ci gaba da haɓakawa waɗanda aka riga aka tsara zuwa kowane Layer…
Harshen AIGyaran gaggawa
Gyaran gaggawa yana daidaita ƙirar yare daskararre ta hanyar koyan ɗimbin ci gaba da 'taushi mai laushi' vectors waɗanda aka riga aka tsara don shigarwa, maimakon rubuta kalmomi…
Harshen AIMaidowa Maimaitawa
Sake dawo da martaba shine mataki na biyu na bincike na zamani: bayan mai saurin dawo da shi ya ja saitin ɗan takara, samfurin da ya fi ƙarfin sake ƙima waɗancan ƴan takarar don haka…
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