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.
Harshen AI
BM25 da Lexical Retrieval
BM25 shine babban aikin tushen mahimmin mahimmin mahimmanci wanda ke ƙididdige takaddun ta sau nawa sharuɗɗan tambaya suka bayyana, daidaitawa don ƙarancin lokaci da tsayin daftarin aiki.
Harshen AIHasashen Hasashen Hasashen HyDE
HyDE yana inganta maidowa ta hanyar fara tambayar ƙirar harshe don tunanin takardar amsa ta karya, sannan bincika tare da shigar da wannan takarda maimakon danye…
Aikace-aikaceAI a cikin Tabbatar da Bayanan Halitta na Muryar
Ƙirar halittu ta murya tana amfani da AI don tabbatar da asalin ku daga keɓantaccen salon sauti da ɗabi'a a cikin maganganunku.
Aikace-aikaceAI a cikin Rubutun Magana da Rufe Bayani
AI tana juyar da sautin magana zuwa rubutu mai aiki tare akan allo, sarrafa juzu'i don fassarar da rufaffiyar rubutun don samun dama.
Aikace-aikaceAI a cikin Bincike da Bincike na Patent
AI yana taimaka wa masu ƙirƙira, lauyoyi, da masu bincike bincika miliyoyin haƙƙin mallaka da kuma tantance su ta ma'ana maimakon kawai kalmomi.
Harshen AISamfuran Ƙididdigar Ƙwararren Ƙwararru
Ƙididdigar hasashe tana amfani da ƙaramin ƙirar 'daftarin aiki' mai sauri don hasashen alamu masu zuwa da yawa waɗanda babban ƙirar ke tantancewa a cikin wucewa ɗaya.
Harshen AIDuba kai Decoding
Ƙididdigar Lookhead yana haɓaka tsarar LLM ba tare da wani ƙarin daftarin ƙira ba ta hanyar ƙididdigewa da tabbatar da alamu da yawa na gaba a cikin layi daya ta amfani da n-grams…
Harshen AIColBERT 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'.
Na fasahaBacewa da Fashe Gradients
Lokacin horar da cibiyoyin sadarwa masu zurfi, siginonin kuskure suna raguwa zuwa sifili ko busawa zuwa ga iyaka yayin da suke tafiya baya ta yadudduka da yawa.
Na fasahaClipping gradient
Kariya mai sauƙi, wanda aka yi amfani da shi sosai wanda ke ɗaukar yadda manyan sabuntawar gradient za su iya samu yayin horo.
Na fasahaFara nauyi
Yadda kuke saita ma'aunin farawa na cibiyar sadarwa na jijiyoyi kafin a fara horo, wanda ke da ƙarfi sosai ko sigina da gradients suna da lafiya ta cikin yadudduka masu zurfi.
Kayayyakin AIAsarar Hankali da LPIPS
Asarar hasashe tana auna yadda hotuna biyu masu kama da juna suke kallon mutane ta hanyar kwatanta fasalin cibiyar sadarwa mai zurfi maimakon danyen pixels.
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.