Umtapo wezincwadi we-AI wamahhala

Okuyisisekelo abaqondisiMahhala phakade.

84 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.

84Iziqondiso zamahhala

1Amathrekhi esihloko

~2 minNgomhlahlandlela

~3hIsikhathi sokufunda

Qala lapha

Ezinhlanu izifundo ezisekelwe emiphumeleni

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

I-AI Foundations

Qonda ukuthi iyini i-AI, ukuthi amasistimu afunda kanjani, lapho ehluleka khona, kanye nendlela yokwahlulela izimangalo ngaphandle kokukhohlisa.

~4h ukuqedelaBuka inkambo

Umsebenzisi we-AI onesibophezelo

Sebenzisa i-AI ngendlela ekhiqizayo kuyilapho uvikela ubumfihlo, ubheka imiphumela, futhi ulondoloza ukuziphendulela komuntu.

~5h ukuqedelaBuka inkambo

I-AI emsebenzini

Linganisa izimo zokusetshenziswa kwendawo yokusebenza, sebenzisa abashayeli bezindiza abaphephile, kala inani, futhi uxhumane nezinguquko ngokuzibophezela.

~6h ukuqedelaBuka inkambo

Inqubomgomo ye-AI Nomphakathi

Hlaziya izinhlelo ze-AI ngokusebenzisa amalungelo, ukulingana, ukubusa, ukuphepha, kanye nemiphumela yenzuzo yomphakathi.

~6h ukuqedelaBuka inkambo

Ukwakha nge-AI Systems

Qonda amamodeli olimi, ukubuyisa, abasebenzeli, ukuhlola, izindleko, nokuvikela ukusetshenziswa ngokuklama kwesistimu okusebenzayo.

~8h ukuqedelaBuka inkambo

Amathrekhi esihloko

Phequlula ngethrekhi

Gxumela endaweni oyikhathalelayo. Wonke amathrekhi anemihlahlandlela eminingi yesiNgisi esilula.

OkuyisisekeloImiqondo eyinhloko: ukuthi i-AI isebenza kanjani ezingeni eliphezulu.84 abaqondisi Ulimi lwe-AIAma-LLM, i-NLP, i-ChatGPT, ukwaziswa, nokuqonda umbhalo.155 abaqondisi I-AI ebonakalayoUkwakhiwa kwesithombe, umbono wekhompyutha, ividiyo, kanye nomklamo.133 abaqondisi Umsindo we-AIIzwi, umculo, i-podcasting, kanye ne-AI yokuqala yomsindo.117 abaqondisi IzinkampaniAmaphrofayili we-OpenAI, Anthropic, Google, Meta, nokunye.121 abaqondisi Izinhlelo zokusebenzaIvela kanjani i-AI ekubhaleni amakhodi, usesho, ama-ejenti, nempilo yansuku zonke.111 abaqondisi IzimboniI-AI kwezokunakekelwa kwempilo, ezezimali, imfundo, amandla, nokuningi.91 abaqondisi UbuchwephesheAma-chips, ukulungisa kahle, i-RAG, ama-vector, nengqalasizinda ye-AI.177 abaqondisi UmphakathiUkuchema, ubumfihlo, i-copyright, ukuphepha, nekusasa le-AI.30 abaqondisi

Umtapo wolwazi ogcwele

Zonke iziqondiso

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

Okuyisisekelo

Meta-Ukufunda

Meta-ukufunda, noma 'ukufunda ukufunda,' kuqeqesha amamodeli ukuze azivumelanise ngokushesha nemisebenzi emisha evela ezibonelweni ezimbalwa kuphela.

2 min fundaFunda

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Izindlela zokuhlanganisa kanye nokukhulisa i-Gradient

Izindlela zokuhlanganisa zihlanganisa amamodeli amaningi alula ukuze iqembu lenze izibikezelo ezingcono kunanoma iyiphi imodeli eyodwa.

2 min fundaFunda

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IBayesian Deep Learning

Ukufunda okujulile kwe-Bayesian kuphatha izisindo zenethiwekhi ye-neural njengamathuba okusabalalisa kunezinombolo ezigxilile, ngakho imodeli ingasho ukuthi iqiniseka kangakanani.

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Ukufunda Kwekharikhulamu

Ukufunda kwekharikhulamu kuqeqesha amamodeli e-AI ezibonelweni ngokulandelana kwamabomu - kulula kuqala, kube nzima kamuva - esikhundleni sokuphakela idatha ngokungahleliwe.

2 min fundaFunda

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Usesho lwe-Neural Architecture

I-Neural Architecture Search (NAS) yenza ngokuzenzakalelayo ukwakheka kwezakhiwo zenethiwekhi ye-neural - ivumela ama-algorithms, hhayi abantu, anqume ukuthi zingaki izendlalelo, yiziphi izinto ezisebenzayo...

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Ukufunda Okuqhubekayo kanye Nokukhohlwa Okuyinhlekelele

Ukufunda okuqhubekayo kuwumgomo wokuqeqesha i-AI ochungechungeni lwemisebenzi emisha ngokuhamba kwesikhathi ngaphandle kokusula ekwaziyo kakade.

2 min fundaFunda

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Ama-Autoencoder ahlukahlukene

I-Variational autoencoder (VAEs) amanethiwekhi e-neural akhiqizayo afunda ukucindezela idatha endaweni efihlekile ebushelelezi, okungenzeka ibe lula bese akha kabusha...

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State Space Models kanye Mamba

Amamodeli wesikhala sesifunda (ama-SSM) angamamodeli alandelanayo adlulisa ulwazi phambili ngesimo esifihlwe esicindezelwe, esikalwa ngomugqa ngobude bokulandelana esikhundleni...

2 min fundaFunda

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Igrafu Neural Networks

Amanethiwekhi we-Graph neural (GNNs) amamodeli afunda ngokuqondile kudatha emiswe ngegrafu - ama-node axhunywe ngemiphetho - ngokudlulisa nokuhlanganisa ulwazi...

2 min fundaFunda

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I-Multi-Agent Reinforcement Learning

I-Multi-Agent Reinforcement Learning (MARL) iqeqesha ama-agent amaningi okufunda abelana ngendawo, ngalinye lilungisa ukuziphatha kwalo kuyilapho abanye bejwayela futhi.

2 min fundaFunda

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Ukufunda Okusebenzayo

Ukufunda okusebenzayo isu lokuqeqesha lapho imodeli ngokwayo ikhetha ukuthi yiziphi izibonelo ezingenamalebula umuntu okufanele azilebule ngokulandelayo.

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Ukwengezwa Kwedatha

Ukwengezwa kwedatha kunweba ngokuzenzisa isethi yokuqeqeshwa ngokudala amakhophi ashintshiwe ezibonelo ezikhona - njengokuphenya noma ukunqampuna izithombe.

2 min fundaFunda

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