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
Hukunci maimaituwa da Gudanar da yanke hukunci
Ƙididdigar sarrafawa su ne ƙwanƙwasa waɗanda ke yanke shawarar yadda samfurin harshe ke zaɓar kowace kalma ta gaba daga yiwuwar rarraba ta.
Harshen AIMatsayin ALiBi Bias
ALiBi (hankali tare da Linear Biases) hanya ce mai wayo don ba wa masu canza canji ma'anar tsarin kalma ba tare da saka matsayi na al'ada ba.
Harshen AIHankalin Tambaya da yawa
Multi-Query Attention (MQA) juzu'i ce ta adana ƙwaƙwalwar ajiya akan hankalin taswira wanda ke raba saiti ɗaya na maɓalli da ƙima a duk shugabannin hankali.
Harshen AISentencePiece Tokenization
SentencePiece alama ce ta harshe-agnostic wanda ke koyon yadda ake raba ɗanyen rubutu zuwa guntun kalmomi kai tsaye daga bayanai, ba tare da dogaro da sarari ba.
Harshen AIWordPiece Tokenization
WordPiece shine algorithm ɗin alamar kalma na ƙasa wanda ke ba da ikon BERT da ƙira Google da yawa, yana raba kalmomi zuwa gaɓoɓin da za a sake amfani da su ta yadda samfurin zai iya sarrafa kowane…
Harshen AIHukunce-hukuncen Jumla-BERT
Jumla-BERT (SBERT) tana daidaita BERT don samar da tsayayyen tsayin tsayi guda ɗaya don jimla gabaɗaya, don haka ana iya kwatanta ma'ana da kamancen cosine mai sauri.
Harshen AIT5 da Canja wurin Rubutu zuwa Rubutu
T5 (Tsarin Canja wurin Rubutu zuwa Rubutu), daga Google a cikin 2019, yana sake tsara kowane aikin NLP, fassarar, taƙaitawa, rarrabuwa, har ma da koma baya, azaman ciyarwa…
Harshen AIMaido da Wuta mai yawa
Matsakaicin Maidowa (DPR) yana samun rubutu mai dacewa ta hanyar kwatanta ma'anar tambaya da sassa a matsayin nau'i na lambobi, ba kalmomi masu dacewa ba.
Harshen AIBM25 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…
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…
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