Umtapo wezincwadi we-AI wamahhala

Ulimi lwe-AI abaqondisiMahhala phakade.

155 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.

155Iziqondiso zamahhala

1Amathrekhi esihloko

~2 minNgomhlahlandlela

~5hIsikhathi 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

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

Ulimi lwe-AI

Ukuqeqeshwa Kwezibikezelo Zezimpawu Eziningi

Esikhundleni sokubikezela ithokheni elandelayo nje, imodeli iqeqeshelwe ukubikezela amathokheni amaningana esikhathi esizayo ngesikhathi esisodwa.

2 min fundaFunda

Ulimi lwe-AI

I-Sparse Autoencoder Yokukhipha Isici

Ama-autoencoder angama-Sparse avula ukwenza kusebenze okuphithene ngaphakathi kwenethiwekhi ye-neural kube izinkulungwane zezici ezifundeka umuntu.

2 min fundaFunda

Ulimi lwe-AI

Isizukulwane Esicindezelekile Nesiqondiswa Uhlelo Lolimi

Ukukhiqiza okunomkhawulo kuphoqa imodeli yolimi ukuthi ikhiqize okukhiphayo okuhlala kuvumelana nesakhiwo esichaziwe, njenge-JSON evumelekile, i-SQL, noma isisho esivamile.

2 min fundaFunda

Ulimi lwe-AI

I-Watermarking Umbhalo Okhiqizwe Nge-LLM

I-Watermarking ishumeka isignali efihliwe, ebonakala ngokwezibalo embhalweni njengoba imodeli yolimi iyenza, ukuze okuphumayo kubonakale kamuva...

2 min fundaFunda

Ulimi lwe-AI

Perplexity kanye namamethrikhi olimi

Perplexity umphumela wakudala wokuthi imodeli yolimi 'imangazwe' kangakanani ngombhalo wangempela - okuphansi kusho ukuthi ibikezela amagama ngokuzethemba okukhulu.

2 min fundaFunda

Ulimi lwe-AI

I-LoRA kanye Nokushuna Okusebenzayo Kwepharamitha

I-LoRA ikuvumela ukuthi wenze ngendlela oyifisayo imodeli enkulu eqeqeshwe kusengaphambili ngokuqeqesha kuphela isethi encane yesisindo esisha esikhundleni sazo zonke izigidigidi.

2 min fundaFunda

Ulimi lwe-AI

I-AI yomthethosisekelo

I-Constitutional AI iyindlela Anthropic yokuqondanisa amamodeli kusetshenziswa isethi yezimiso ezibhaliwe - 'umthethosisekelo' - ngakho i-AI izigxeka futhi ibuyekeze eyakhe...

2 min fundaFunda

Ulimi lwe-AI

Ukufunda Okungaphakathi Kokuqukethwe

Ukufunda ngaphakathi kokuqukethwe yikhono elimangalisayo lamamodeli amakhulu olimi lokuthatha umsebenzi omusha ezibonelweni ezimbalwa ezibekwe ekwazisweni, ngaphandle kokuqeqeshwa kabusha.

2 min fundaFunda

Ulimi lwe-AI

I-Instruction Tuning

Ukushuna iziyalezo isinyathelo sokuqeqesha esishintsha isibikezelo sombhalo esingavuthiwe sibe imodeli elandela imiyalelo efana nokuthi 'fingqa lokhu' noma 'bhala...

2 min fundaFunda

Ulimi lwe-AI

I-AI Halucinations

Ukuqagela kwe-AI kulapho imodeli isho okuthile okungamanga njengokungathi kuyiqiniso - ukucashunwa okungelona iqiniso, isibalo esenziwe, iqiniso elingalungile - ngokushelelayo nangokuzethemba.

2 min fundaFunda

Ulimi lwe-AI

Izinga lokushisa kanye nesampula

Izinga lokushisa nesampula amadayili alawula ukuthi 'okungahleliwe' noma 'aphephe' kangakanani amagama emodeli yolimi.

2 min fundaFunda

Ulimi lwe-AI

Ukushumeka kwamagama

Ukushumeka kwamagama kuguqula amagama abe izinhlu zezinombolo ukuze amagama asetshenziswe ngezindlela ezifanayo agcine esondelene esikhaleni sezibalo.

2 min fundaFunda

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Hlola okufundile ngombuzo wesihloko, bese uhlola izifundo zethu ezihlelekile noma usebenzela ukuthola isitifiketi. Wonke umhlahlandlela uhlala ukhululekile ukufunda.

Hlola okufundile Thola isitifiketi Nikela Funda inhloso yethu