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
ColBERT Late Ma'amala Maidowa
ColBERT samfuri ne na maidowa wanda ke wakiltar kowace tambaya da daftarin aiki a matsayin nau'i-nau'i masu yawa kuma yana ƙididdige su tare da kyakkyawan matakin 'ma'amala na ƙarshe'.
Harshen AIMatsakaicin Matsakaicin Dace
Matsakaicin Matsakaicin Matsayi (MMR) hanya ce ta sake-daraja wacce ke daidaita yadda sakamakon ya kasance daidai da yadda ya bambanta da sakamakon da aka zaɓa.
Harshen AIKai-RAG da Maido da Tunani
Kai-RAG wani tsari ne inda samfurin harshe ke yanke shawarar lokacin da za a dawo da shi, sannan ya soki sassan da aka dawo da shi da nasa fitarwa ta amfani da na musamman…
Harshen AIGraphRAG Hotunan Ilimi
GraphRAG yana haɓaka tsarawar da aka haɓaka ta hanyar gina jadawali na ilimi na ƙungiyoyi da alaƙa daga tarin takaddun, sannan maidowa kan…
Harshen AIƘwararren Ƙwararren-Tunani
Skeleton-of-Thought (SoT) dabara ce mai tunzurawa da yanke hukunci wacce ta fara tambayar ƙirar harshe don zayyana taƙaitaccen kwarangwal na maki amsa, sannan faɗaɗa…
Harshen AISarkar-Tabbatarwa don Rage Hallucination
Chain-of-Verification (CoVe) hanya ce mai faɗakarwa inda samfurin ya tsara amsa, ya samar da nasa tambayoyin bincikar gaskiya, ya amsa su da kansa…
Harshen AIHaɗin mahaɗin da ɓarna
Ƙungiyar da ke haɗa taswira ta ambaci sunaye a cikin rubutu zuwa shigarwar musamman a cikin tushen ilimi, yanke shawara, misali, ko 'Paris' na nufin birni ko mutum.
Harshen AILens ɗin Logit da Ƙaddamar da Matsakaici Layer
Lens ɗin logit dabara ce ta fassara wacce ke warware ɓoyayyun jihohin na'ura a kowane yanki zuwa tsinkayar ƙamus, yana ba ku damar kallon zato…
Harshen AIInduction Heads a cikin Transformers
Shuwagabannin ƙaddamarwa sune shugabannin kulawa waɗanda ke aiwatar da ƙa'idar kwafi mai sauƙi amma mai ƙarfi: 'Na ga [A] [B] a baya, kuma yanzu na sake ganin [A], don haka tsinkaya [B].
Harshen AIMatsayin Interpolation don Tsawaita Magana
Matsayi Interpolation (PI) wata dabara ce da ke shimfiɗa tagar yanayin yanayin amfani da samfurin harshe sama da tsawon horonsa ta hanyar sake fasalin matsayi…
Harshen AIƘididdigar Tagar Mahalli na YaRN
YaRN (Har yanzu wani karin RoPE) wata dabara ce wacce ke shimfida tagar mahallin da ake amfani da ita fiye da abin da aka horar da shi, tare da kadan…
Harshen AIJamba Hybrid Transformer-Mamba Model
Jamba babban samfurin yare ne daga Labs AI21 wanda ke ba da damar mai da hankali kan yadudduka na Transformer tare da yaduddukan sararin jihar Mamba (tare da cakuda-ƙwararrun masana) don samun…
Ya gama karantawa? Tabbatar da shi.
Check what you learned with a topic quiz, then explore our structured courses or work toward a certificate. Every guide stays free to read.