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
Koyi AI.Kyauta har abada.
1019 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.
1019Jagoran kyauta
9Waƙoƙin jigo
~2 minKowane jagora
~34hLokacin 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
1019 na 1019 jagororin da aka nuna. Tace ta hanya ko bincike a sama.
Na fasaha
Ƙimar Layi na Layi da Daskararrun Ƙimar Siffar
Binciken linzamin kwamfuta yana gwada yadda kyakkyawan tsarin wakilcin da aka riga aka horar da shi ta hanyar daskare cibiyar sadarwa da horar da madaidaicin madaidaicin layi a saman.
Harshen AITabbacin Samfuran Hasashen
Samfuran Hasashen yana haɓaka haɓaka ƙirar ƙirar harshe ta hanyar barin ƙaramin samfurin 'daftarin' ya hango alamu da yawa a gaba, sannan samun babban samfurin ya tabbatar…
Harshen AISamfurin tushen Entropy
Samfurin tushen Entropy yana daidaita yadda LLM ke ɗaukar alamar sa ta gaba dangane da yadda rashin tabbas ɗin ƙirar yake a lokacin.
Na fasahaDenseNet da Haɗin Haɗin
DenseNet cibiyar sadarwa ce mai jujjuyawa inda kowane Layer ke karɓar taswirorin fasalulluka na duk matakan da suka gabata azaman shigarwa.
Na fasahaGine-ginen Bottleneck
Gine-gine na ƙwanƙwasa yana matse bayanai ta ƙunƙuntaccen Layer kafin a sake faɗaɗa shi, yana tilastawa hanyar sadarwa ta koyi ƙarami, mai inganci…
Na fasahaRarraba Gradient
Tarin gradient yana ba ku damar kwaikwayi babban girman tsari akan ƙayyadaddun ƙwaƙwalwar GPU ta hanyar tattara gradients akan ƙananan ƙananan batches da yawa kafin haɓakawa…
Muhimman abubuwaTsayawa da wuri
Tsayawa da wuri dabara ce ta daidaitawa wacce ke dakatar da horar da ƙira a lokacin aiki akan ingantaccen bayanan da aka gudanar ya daina inganta.
Na fasahaTilasta Malami a cikin Samfuran Jeri
Tilasta malami dabara ce ta horo don ƙirar jeri inda aka ciyar da ainihin alamar da ta gabata, ba zato na ƙirar kanta ba, azaman shigarwa na gaba.
Na fasahaTsara Samfura da Bayyana Bias
Ƙaunar bayyanawa ita ce tazar da ke bayyana lokacin da samfurin da aka horar da shi a kan cikakkiyar maƙasudi kawai dole ne, bisa ga ra'ayi, yanayi a kan abubuwan da ba su da kyau.
Na fasahaAsarar Hankali don Gano Rashin Daidaito
Asarar mai da hankali shine aikin asara da aka gyara wanda ke saukar da misalan masu sauƙi don haka mai ganowa zai iya mai da hankali kan masu wuya, masu wuya.
Muhimman abubuwaSaukowar Gradient Stochastic tare da Momentum
Momentum wani tweak ne zuwa zuriyar gradient wanda ke tara matsakaita mai gudana na gradients da suka gabata, yana barin haɓakawa da sauri ta birgima cikin kwaruruka da damtse…
Muhimman abubuwaNesterov Accelerated Gradient
Nesterov Accelerated Gradient (NAG) shine mafi wayo nau'i na hanzari wanda ke hango gaba kafin yin lissafin gradient, yana ba shi kyakkyawan hangen nesa.
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