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.

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

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

Ubuchwepheshe

Ulwazi Distillation

Ukukhishwa kolwazi kuqeqesha imodeli encane 'yomfundi' ukulingisa imodeli 'yothisha' enkulu, enembile.

2 min fundaFunda

Ubuchwepheshe

Ingxube Yochwepheshe

I-Mixture of Experts (i-MoE) iwumklamo oyimodeli ehlukanisa inethiwekhi ibe amanethiwekhi amancane amaningi akhethekile futhi ivule ambalwa kuphela okokufaka ngakunye.

2 min fundaFunda

Ubuchwepheshe

Imodeli Quantization

Ukulinganisa kwemodeli kuncipha inethiwekhi ye-neural ngokugcina izinombolo zayo ngamabhithi ambalwa, ngakho imodeli efanayo isebenza ngokushesha nangezingxenyekazi zekhompuyutha ezincane.

2 min fundaFunda

Ubuchwepheshe

Imfundo Ehlanganisiwe

Ukufunda okuhlanganyelwe kuqeqesha imodeli eyabiwe kuwo wonke amadivayisi noma izinhlangano eziningi ngaphandle kokuqoqa idatha yazo eluhlaza endaweni eyodwa.

2 min fundaFunda

Ubuchwepheshe

FP8 kanye namafomethi anembe eliphansi

I-FP8 iyifomethi yenombolo yephoyinti elintantayo engu-8-bit evumela amamodeli e-AI ukuthi agcine izisindo futhi asebenzise izibalo esebenzisa ingxenye yesine yenkumbulo yezinombolo ezijwayelekile ezingamabhithi angu-32.

2 min fundaFunda

Ubuchwepheshe

PagedAttention kanye ne-vLLM

I-PagedAttention iyindlela yokuphatha inkumbulo egcina inqolobane yokunaka yemodeli yolimi kumabhulokhi amancane asebenziseka kabusha esikhundleni sesiqephu esisodwa esikhulu esihlangene.

2 min fundaFunda

Ubuchwepheshe

Ukuhlanganisa Okuqhubekayo

Ukuhlanganiswa okuqhubekayo kuyindlela yokuphakela eyengeza futhi isuse izicelo kuthokheni yenqwaba esebenzayo, esikhundleni sokulinda iqoqo lonke elingashintshi...

2 min fundaFunda

Ubuchwepheshe

Ubumfihlo Obuhlukile

Ubumfihlo obuhlukile buyisiqinisekiso sezibalo sokuthi ukuhlaziya idathasethi kuveza amaphethini awusizo kuyilapho kufihlwa ukuthi ingabe idatha yomuntu oyedwa ifakiwe yini.

2 min fundaFunda

Ubuchwepheshe

I-Kubernetes ye-ML Workloads

I-Kubernetes iwuhlelo lomthombo ovulekile oluhlela ngokuzenzakalelayo, likala, futhi liqale kabusha izinhlelo ezifakwe esitsheni phakathi kweqoqo lemishini.

2 min fundaFunda

Ubuchwepheshe

Izitolo ezifakiwe

Isitolo sesici siyisistimu emaphakathi ehlanganisa, igcine, futhi inikeze okokufaka okuhlukile (izici) ezisetshenziswa amamodeli okufunda omshini.

2 min fundaFunda

Ubuchwepheshe

Ama-Model Registries

Ukubhaliswa kwemodeli kuyikhathalogi elawulwa inguqulo yamamodeli okufunda omshini aqeqeshiwe, elandelela uhlu lwenguqulo ngayinye, amamethrikhi, nesigaba sokuphakelwa.

2 min fundaFunda

Ubuchwepheshe

I-AI ku-Cybersecurity Operations

I-AI isiza amaqembu ezokuphepha ukuthi ahlole izigidigidi zemicimbi ukuze abone ukuhlasela abantu abangaphuthelwa, futhi ngokuya ngokuphendula ngokuzenzakalelayo.

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