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
Na fasaha jagororiKyauta har abada.
177 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.
177Jagoran kyauta
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~2 minKowane jagora
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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
177 na 1019 jagororin da aka nuna. Tace ta hanya ko bincike a sama.
Na fasaha
TensorRT da Injin Inference
TensorRT ɗakin karatu ne na NVIDIA wanda ke tattara ƙwararrun hanyoyin sadarwa na jijiyoyi zuwa ingantattun injunan da ke aiki da sauri akan NVIDIA GPUs.
Na fasahaTriton Inference Server
Triton Inference Server shine tushen tushen tushen NVIDIA don turawa da kuma hidimar samfuran AI a cikin samarwa a sikelin.
Na fasahaRay don Rarraba AI
Ray wani tsari ne mai buɗe ido wanda ke sauƙaƙa auna aikin Python da AI daga kwamfutar tafi-da-gidanka zuwa tarin dubban inji.
Na fasahaDaidaiton Tsare-tsaren Cikakkun Bayanai
Cikakken Sharded Data Parallel (FSDP) dabara ce ta horarwa da aka rarraba wacce ke raba sigogin samfuri, gradients, da jihohin ingantawa a cikin GPUs da yawa don haka…
Na fasahaDuban hankali na Gradient
Duban hankali (wanda kuma ake kira kunnawa checkpointing) dabara ce ta adana ƙwaƙwalwar ajiya wacce ke watsar da mafi yawan kunnawa tsaka-tsaki yayin wucewar gaba…
Na fasahaONNX da Model Interoperability
ONNX (Open Neural Network Exchange) wani tsari ne na buɗaɗɗen ma'auni don wakiltar ƙirar koyon injin ta yadda za su iya motsawa cikin yardar kaina tsakanin tsarin…
Na fasahaTensor Cores
Tensor Cores sune na'urori na musamman na kayan masarufi a cikin NVIDIA GPUs na zamani waɗanda ke yin matrix ninka-da-tara ayyuka cikin sauri.
Na fasahaƘwaƙwalwar Bandwidth Mai Girma
Ƙwaƙwalwar bandwidth mai girma (HBM) tana da tarin ƙwaƙwalwar ajiya wanda aka sanya daidai kusa da GPU wanda ke ba da bayanai da sauri fiye da RAM na yau da kullun.
Na fasahaNVLink da GPU Interconnects
NVLink da haɗin haɗin gwiwa masu alaƙa sune manyan hanyoyin haɗin gwiwa waɗanda ke barin yawancin GPUs suyi magana da juna kai tsaye da sauri.
Na fasahaSamfurin Haɗuwa
Haɗin ƙirar yana haɗa ma'aunin hanyoyin sadarwa na ƙwararrun ƙwararrun ƙwararrun ƙwararrun biyu ko fiye zuwa samfuri ɗaya - ba tare da wani horo ko samun damar samun horo na asali ba…
Na fasahaMixtral da Sparse Model
Mixtral shine samfurin ƙwararrun ƙwararrun buɗewar Mistral AI wanda ke ba da ingantacciyar ƙira a ƙaramin ƙirar ƙira.
Na fasahaGPU vs TPU don AI
GPUs da TPUs sune manyan nau'ikan guntu guda biyu don horarwa da gudanar da AI.
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Bincika abin da kuka koya tare da tambayar batu, sannan bincika darussan da aka tsara ko aiki zuwa takardar shaida. Kowane jagora yana da 'yanci don karantawa.