01
Aasaaska AI
Faham waxa AI yahay, sida nidaamyadu wax u bartaan, halka ay ku fashilmaan, iyo sida loo xukumo sheegashooyinka iyada oo aan la buun buunin.
Maktabadda AI ee bilaashka ah
Farsamo hagayaalFree waligaa.
177 hagayaal Ingiriisi cad, waddooyin waxbarasho oo habaysan, iyo maktabad furan - oo ay dhistay 501(c)(3) madax-bannaan oo aan faa'iido doon ahayn si qof kastaa u fahmo AI casriga ah.
177Tilmaamayaal bilaash ah
1Mawduucyada mawduuca
~2 minHage kasta
~6hWaqtiga akhriska
Halkan ka bilow
Shan koorsooyin natiijada ku salaysan
Kooras kastaa waxa ku jira natiijooyin cad, karti khariidad, hawlo shaqo, iyo dhagax weyn oo la dabaqay.
02
Isticmaalaha AI ee mas'uulka ah
U isticmaal AI si wax soo saar leh adigoo ilaalinaya sirta, hubinta natiijada, iyo ilaalinta la xisaabtanka aadanaha.
03
AI ee Shaqada
Qiimee kiisaska isticmaalka goobta shaqada, maamul duuliye badbaado leh, cabbir qiimaha, oo ula xidhiidh isbeddelada si masuuliyadi ku jirto.
04
Siyaasadda AI & Bulshada
Ku falanqeeyaan nidaamyada AI iyada oo loo marayo xuquuqda, sinnaanta, maamulka, badbaadada, iyo natiijooyinka danaha dadweynaha.
05
Dhisidda Nidaamyada AI
Fahmo moodooyinka luqadda, soo celinta, wakiilada, qiimaynta, kharashka, iyo ilaalinta hawlgelinta iyada oo loo marayo qaabayn habaysan.
Mawduucyada mawduuca
Ku baadho raad raac
U bood aagga aad danaynayso. Jid kastaa wuxuu leeyahay hagayaal badan oo Ingiriisi-caadi ah.
AasaaskaFikradaha asaasiga ah: sida AI u shaqeeyo heer sare.84 hagayaal Luuqadda AILLMs, NLP, ChatGPT, kicinta, iyo fahamka qoraalka.155 hagayaal Muuqaal AIJiilka sawirka, aragga kumbuyuutarka, muuqaal, iyo naqshadeynta.133 hagayaal AI CodkaCodka, muusiga, podcasting, iyo maqal-koowaad AI.117 hagayaal ShirkadahaProfiles OpenAI, Anthropic, Google, Meta, iyo in ka badan.121 hagayaal CodsiyadaSida AI uga muuqato codaynta, raadinta, wakiilada, iyo nolol maalmeedka.111 hagayaal WarshadahaAI xagga daryeelka caafimaadka, maaliyadda, waxbarashada, tamarta, iyo in ka badan.91 hagayaal FarsamoChips, hagaajinta hagaajinta, RAG, vectors, iyo kaabayaasha AI.177 hagayaal BulshadaEexda, asturnaanta, xuquuqda daabacaada, badbaadada, iyo mustaqbalka AI.30 hagayaal
Maktabad buuxda
Dhammaan hagayaasha
177 ee 1019 hagayaal tusay. Ku shaandhee raad ama kor ku raadi
Farsamo
Kacdoonnada kala sooci kara ee qotodheer
Isku-dhufashada si qoto-dheer loo kala saari karo waxay keentaa is-rog-rogid caadi ah oo laba tillaabo ka jaban, taasoo dhimaysa tirada isku-dhufashada iyo cabbirrada.
FarsamoDilated and Arous Convolutions
Isku-dhafka kala-goysyada (sidoo kale loo yaqaan convolutions atrous) waxay gelisaa farqiga u dhexeeya miisaanka shaandhada si kernelku u daboosho aag aad u weyn iyada oo aan lagu darin cabbirro.
FarsamoShabakadda Jidadka Wayn oo ka gudub Xidhiidhada
Isku xidhka ka bood waxa ay macluumaadka u saamaxaysaa in ay ka boodaan lakabyada hore, iyo shabakadaha jidadku waxa ay ahaayeen nooca hore ee fikirkan.
FarsamoLaqabsiga Domain
Laqabsiga Domain waa farsamooyin farsamaysan oo lagu samaynayo moodeel lagu tababaray hal nooc oo xog ah (source domain) oo si fiican ugu shaqeeya xog ka duwan balse la xidhiidha…
FarsamoInfiniBand iyo isku xidhka RDMA
InfiniBand waa xawaare sare, xidhiidh hoose oo daahsoon kaas oo isku xidha adeegayaasha iyo GPU-yada ku jira kooxaha AI, RDMA waxay u ogolaataa hal mashiin inuu akhriyo ama qoro xusuusta kale…
FarsamoIsgaarsiin wadareed iyo NCCL
Xidhiidhka wadareedku waa sida ay koox GPUs ah isu weydaarsadaan oo ay xogta isu geeyaan, NCCL waa maktabadda NVIDIA taaso ka dhigaysa wax-isweydaarsiga si xawli ah.
FarsamoTubbooyinka Injineerinka ah ee Feature iyo Nooca Xogta
Tubooyinka injineernimada sifaysan waxay u beddelaan xogta ceeriin moodooyinka calaamadaha tirooyinka dhab ahaantii waxay wax ka bartaan, iyada oo nuqul ka mid ah xogta ay la socoto xogta saxda ah…
FarsamoQaabka khadka tooska ah iyo khadka tooska ah ee u adeegaya Skew
Tababarka/u adeegida skew waxay dhacdaa marka sifooyinka uu modelku ka barto khadka tooska ah ay ka duwan yihiin sifooyinka uu ka helo wax soo saarka, si degan u burburaya…
FarsamoKubeflow iyo ML Pipeline Orchestration
Kubeflow waa qalab il furan oo ku shaqeeya barashada mashiinka qulqulka shaqada ee Kubernetes, u beddeleysa tababbarka moodeelka iyo geynta mid la soo saari karo, weel lagu shubay…
FarsamoSocodka hawada Apache ee socodka shaqada ML
Apache Airflow waa meel furan oo loogu talagalay qorista, jadwalka, iyo la socodka socodka shaqada sida kood.
FarsamoMLflow iyo Model Dabagalka Wareegga Nolosha
MLflow waa goob il furan oo lagu maareeyo mashiinka barashada meertada nolosha, laga bilaabo raadraaca tijaabinta ilaa qaabka baakadaha iyo geynta.
FarsamoIsbarbardhigga Khabiirka ee Adeegga MOE
Isbarbardhigga khabiirku wuxuu kala qaybiyaa moodalka Isku-dhafka-Khubarada ee 'khubaro' horudhac u ah 'khubaro' badan oo GPU-yada kala duwan ah sidaa darteed aalad kastaa waxay haysaa jeex ka mid ah cabbirrada.
Ma dhammaatay akhriska? Cadeey.
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