Umtapo wezincwadi we-AI wamahhala

Ubuchwepheshe abaqondisiMahhala phakade.

177 imihlahlandlela yesiNgisi esicacile, izindlela zokufunda ezihlelekile, nomtapo wolwazi ovulekile — wakhiwe inhlangano engenzi nzuzo ye-501(c)(3) ezimele ukuze noma ubani aqonde i-AI yesimanje.

177Iziqondiso zamahhala
1Amathrekhi esihloko
~2 minNgomhlahlandlela
~6hIsikhathi sokufunda

Qala lapha

Ezinhlanu izifundo ezisekelwe emiphumeleni

Isifundo ngasinye sihlanganisa imiphumela esobala, amakhono afakwe kumephu, imisebenzi yokuzilolonga, kanye netshe eliyinhloko elisetshenzisiwe.

Amathrekhi esihloko

Phequlula ngethrekhi

Gxumela endaweni oyikhathalelayo. Wonke amathrekhi anemihlahlandlela eminingi yesiNgisi esilula.

Umtapo wolwazi ogcwele

Zonke iziqondiso

177 kwe 1019 imihlahlandlela ebonisiwe. Hlunga ngethrekhi noma sesha ngenhla.

Ubuchwepheshe

I-CUDA ne-GPU Programming

I-CUDA iyinkundla ye-NVIDIA yokubhala izinhlelo ezisebenza kuma-GPU, ezivula izinkulungwane zama-cores ukuze kuhlanganiswe ikhompyutha efanayo.

2 min fundaFunda
Ubuchwepheshe

I-AI ne-SHAP echazekayo

I-AI echazekayo (i-XAI) iyikhithi yamathuluzi yokuguqula ukuqagela okufiphele kwemodeli kube isizathu esifundeka umuntu.

2 min fundaFunda
Ubuchwepheshe

Ukutolika Kwemishini

Ukutolika kwemechanical umzamo wokubuyisela emuva unjiniyela ukubala kwangaphakathi kwamanethiwekhi e-neural abe ama-algorithms aqondwa umuntu.

2 min fundaFunda
Ubuchwepheshe

Izibonelo Eziphikisanayo Nokuqina

Izibonelo eziphikisanayo okokufaka okuphazanyiswe izinguquko ezincane, ngokuvamile ezingabonakali ezibangela ukuba imodeli yenze izibikezelo eziqinisekayo nezingalungile.

2 min fundaFunda
Ubuchwepheshe

Ukufana kwedatha

Ukufana kwedatha kuqeqesha imodeli eyodwa ngokushesha ngokuyiphindaphinda kuwo wonke ama-GPU amaningi, nge-GPU ngayinye icubungula ucezu oluhlukile lwenqwaba yedatha.

2 min fundaFunda
Ubuchwepheshe

Ukufana kweModel kanye nePipeline

Uma imodeli inkulu kakhulu ukuthi ingangena ku-GPU eyodwa, imodeli nokufana kwepayipi kuhlukanisa imodeli ngokwayo kuwo wonke amadivayisi.

2 min fundaFunda
Ubuchwepheshe

I-ZeRO kanye ne-Shared Optimizers

I-ZeRO (i-Zero Redundancy Optimizer) iqeda ukuphindaphinda kwenkumbulo okumoshayo kokufana kwedatha ngokuhlukanisa isimo se-optimizer, ama-gradients, nezisindo kuyo yonke…

2 min fundaFunda
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Ukuhlola Ukulandelela

Ukulandelela isilingo kuwumkhuba wokurekhoda ngokuhlelekile yonke into efundwayo yomshini - ikhodi yawo, idatha, ama-hyperparameter, amamethrikhi, kanye nokuphumayo - ukuze...

2 min fundaFunda
Ubuchwepheshe

I-CI/CD Yokufunda Ngomshini

I-CI/CD yokufunda ngomshini inweba ukuhlanganiswa okuqhubekayo namapayipi okulethwa okuqhubekayo ukuze ingahlanganisi ikhodi kuphela, kodwa nedatha namamodeli.

2 min fundaFunda
Ubuchwepheshe

I-Canary ne-Shadow Deployments

Ukuthunyelwa kwe-Canary nethunzi amasu amabili engcuphe encane yokukhulula imodeli entsha noma isevisi emkhiqizweni.

2 min fundaFunda
Ubuchwepheshe

Ukulondoloza isikhashana ngokushesha

Ukulondoloza inqolobane okusheshayo kuvumela imodeli ye-AI ukuthi iphinde isebenzise umsebenzi wokubala eyenzile engxenyeni ephindaphindiwe yombhalo esikhundleni sokuyicubungula njalo.

2 min fundaFunda
Ubuchwepheshe

Ukulinganisa Kabusha Amamodeli

I-reranker iyimodeli yesigaba sesibili ephinda ithola uhlu olufushane lwemiphumela yosesho ngokuhambisana nombuzo, ilola uku-oda ngemva kokuthola kabusha okusheshayo...

2 min fundaFunda

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