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
Meta-Koyo
Meta-koyo, ko 'koyan koyo', yana horar da samfura don daidaitawa da sauri zuwa sabbin ayyuka daga kaɗan na misalai.
Muhimman abubuwaHanyoyin Haɗuwa da Ƙarfafa Gradient
Hanyoyi masu haɗaka suna haɗa nau'ikan sauƙi masu sauƙi don haka ƙungiyar ta yi hasashen mafi kyau fiye da kowane ƙira ɗaya.
Muhimman abubuwaBayesian zurfafa koyo
Koyo mai zurfi na Bayesian yana kula da ma'aunin cibiyar sadarwar jijiyoyi azaman rarraba yiwuwar maimakon ƙayyadaddun lambobi, don haka ƙirar na iya faɗi yadda yake da kwarin gwiwa.
Muhimman abubuwaKoyon Manhaja
Koyon manhaja yana horar da samfuran AI akan misalan a cikin tsari na gangan - mai sauƙi na farko, mai wahala daga baya - maimakon ciyar da bayanai cikin tsari bazuwar.
Muhimman abubuwaBinciken gine-ginen Neural
Neural Architecture Search (NAS) yana sarrafa ƙira na tsarin hanyar sadarwa na jijiyoyi - barin algorithms, ba mutane ba, yanke hukunci nawa yadudduka, menene ayyukan…
Muhimman abubuwaCi gaba da Koyo da Mantawar Bala'i
Ci gaba da koyo shine makasudin horar da AI akan sabbin ayyuka akan lokaci ba tare da goge abin da ya riga ya sani ba.
Muhimman abubuwaBambancin Autoencoders
Bambance-bambancen autoencoders (VAEs) cibiyoyin sadarwa ne na jijiyoyi waɗanda ke koyan damfara bayanai zuwa cikin santsi, sararin ɓoye mai yuwuwa sannan sake ginawa…
Muhimman abubuwaSamfuran Sararin Samaniya na Jiha da Mamba
Samfuran sararin samaniya (SSMs) nau'ikan jeri ne waɗanda ke ɗaukar bayanai gaba ta cikin yanayin ɓoyayyiyar matsewa, suna yin sikeli tare da tsayin jeri maimakon…
Muhimman abubuwaGraph Neural Networks
Hanyoyin sadarwa na jijiyoyi (GNNs) samfura ne waɗanda ke koyo kai tsaye akan bayanan da aka tsara jadawali - nodes da aka haɗa ta gefuna - ta wucewa da tara bayanai…
Muhimman abubuwaKoyon Ƙarfafa Ƙwararrun Wakilai
Multi-Agent Reinforcement Learning (MARL) yana horar da wakilan ilmantarwa da yawa waɗanda ke raba yanayi, kowannensu yana daidaita halayensa yayin da sauran kuma suka dace.
Muhimman abubuwaKoyo Mai Aiki
Koyon aiki dabarun horo ne inda samfurin da kansa ke zaɓar waɗanne misalan marasa lakabi da mutum ya kamata ya yi wa lakabin gaba.
Muhimman abubuwaƘarfafa bayanai
Ƙirƙirar bayanai ta hanyar wucin gadi tana faɗaɗa tsarin horo ta hanyar ƙirƙirar kwafi na misalan da ake da su - kamar jujjuya ko yanke hotuna.
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