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
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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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Harshen AI
Word2Vec Skip-gram da CBOW
Word2Vec wata dabara ce ta 2013 daga Google wacce ke koyan manyan kalmomi ta hanyar tsinkayar kalmomi daga makwabta, mai da harshe zuwa lissafi inda…
Harshen AIGloVe Global Vectors
GloVe (Global Vectors for Word Representation) wata hanya ce ta Stanford ta 2014 wacce ke koyan rarrabuwar kalmomi kai tsaye daga kirga abubuwan haɗin gwiwar duniya a duk faɗin…
Harshen AIRukunin Rubutun Rubutun FastText
FastText hanya ce ta Facebook AI ta 2016 wacce ke wakiltar kowace kalma a matsayin jakar halayen n-grams, don haka yana iya gina vectors har ma da kalmomin da bai taɓa gani ba yayin…
Harshen AIELMo Nau'in Yanayi
ELMo (Embeddings daga Harshe Model) ci gaba ne na 2018 wanda ya ba kowace kalma wakilcin da aka tsara ta hanyar jimlarta, don haka 'banki' a cikin 'bankin kogi' ya bambanta…
Harshen AIMatryoshka Wakilin Abubuwan Haɗawa
Matryoshka Wakilin Learning (MRL) yana horar da abubuwan haɗawa don haka an tattara mahimman bayanai cikin ma'auni na farko, yana ba ku damar datse dogon…
Harshen AIColBERT da Mai da Multi-Vector
ColBERT yana wakiltar kowace takarda da tambaya a matsayin nau'i-nau'i-nau'i masu yawa maimakon ɗaya, sannan yana da mahimmanci ta hanyar daidaita kowace alamar tambaya zuwa mafi kyawun sa…
Harshen AIMazabar Tazarce
Matsalolin mazaɓa yana karya jumla zuwa cikin jimloli na gida kamar jimlolin sunaye da jimlolin fi'ili, suna bayyana tsarin nahawunta azaman itace.
Harshen AILemmatization da Tsari
Ƙarfafawa da ƙididdigewa duka suna rage kalmomi zuwa sifar tushe ta yadda za a iya ɗaukar 'gudu', 'gudu', da 'gudu' azaman ra'ayi ɗaya.
Harshen AISamfuran TF-IDF da Jakar Kalmomi
Bag-of-words yana juyar da rubutu zuwa kirga kalma ba tare da kula da tsari ba, kuma TF-IDF tana ƙididdige waɗannan ƙididdiga sosai, keɓaɓɓun kalmomi suna da mahimmanci fiye da na gama-gari.
Harshen AICross-Encoders vs Bi-Encoders
Hanyoyi biyu na ƙirar jijiyoyi suna kwatanta rubutu: bi-encoders sun haɗa kowane yanki daban don bincike mai sauri, yayin da masu ɓoye ke karanta duka rubutun tare don girma…
Harshen AIAbstractive vs Extractive Summarization
Dabarun guda biyu don rage rubutu: taƙaitaccen taƙaitaccen bayani yana kwafi mafi mahimmancin jimloli a zahiri, yayin da taƙaitaccen bayani ke rubuta sabbin…
Harshen AITsarin Kulawa don Tunanin Lissafi
Kula da tsari yana ba da lada ga abin ƙira ga kowane madaidaicin mataki a cikin jerin tunani, ba kawai amsar ƙarshe ba.
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