Umtapo wezincwadi we-AI wamahhala

Funda i-AI.Mahhala phakade.

1019 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.

1019Iziqondiso zamahhala

9Amathrekhi esihloko

~2 minNgomhlahlandlela

~34hIsikhathi 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

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

Izinkampani

Amamodeli we-Zhipu GLM

I-Zhipu AI yinkampani yaseBeijing yaseTsinghua-spun ngemuva komndeni we-GLM (General Language Model).

2 min fundaFunda

Izinkampani

I-Tencent Hunyuan

U-Hunyuan umndeni wangaphakathi we-Tencent wamamodeli amakhulu e-AI ahlanganisa umbhalo, isithombe, i-3D, nevidiyo.

2 min fundaFunda

Ubuchwepheshe

I-Kubeflow ne-ML Pipeline Orchestration

I-Kubeflow iyikhithi yamathuluzi enomthombo ovulekile esebenzisa ukugeleza komsebenzi wokufunda komshini ku-Kubernetes, eguqula ukuqeqeshwa okuyimodeli nokuthunyelwa kube okuphindaphindekayo, okuqukatha...

2 min fundaFunda

Ubuchwepheshe

I-Apache Airflow ye-ML Workflows

I-Apache Airflow iyinkundla yomthombo ovulekile yokugunyaza, ukuhlela, nokuqapha ukuhamba komsebenzi njengekhodi.

2 min fundaFunda

Ubuchwepheshe

I-MLflow kanye neModel Lifecycle Tracking

I-MLflow iyinkundla yomthombo ovulekile yokuphatha umjikelezo wokuphila wokufunda komshini, kusukela ekulandeleleni ukuhlolwa ukuya ekupakishweni kwemodeli nokusetshenziswa.

2 min fundaFunda

Ubuchwepheshe

I-Expert Parallelism Yokusebenzela i-MoE

Ukufana kochwepheshe kuhlukanisa 'ochwepheshe' abaningi bemodeli ye-Mixture-of-Experts kuwo wonke ama-GPU ahlukene ukuze idivayisi ngayinye ibambe ucezu lwamapharamitha kuphela.

2 min fundaFunda

Ubuchwepheshe

Ukulandelana Ukuhambisana Nokunakwa Kwendandatho

Ukuhambisana kokulandelana kuhlukanisa ukulandelana kokufakiwe okukodwa okude kuma-GPU amaningi ngokuhambisana nethokheni (isikhathi) dimension, futhi Ukunaka Kwendandatho kuvumela lawo ma-GPU ukubala...

2 min fundaFunda

Ubuchwepheshe

I-activation Recomputation Tradeoffs

Ukubalwa kabusha kokwenza kusebenze (i-gradient noma i-activation checkpointing) kulondoloza inkumbulo ye-GPU ngesikhathi sokuqeqeshwa ngokulahla ukwenza kusebenze okuphakathi nendawo ekudluleleni phambili...

2 min fundaFunda

Izimboni

I-AI ku-Veterinary Medicine

I-AI isiza odokotela bezilwane ukuthi bafunde ama-X-reyi, isifo sefulegi kusenesikhathi, futhi balawule amaphepha acindezelayo omtholampilo.

2 min fundaFunda

Izimboni

I-AI kuNursing

I-AI isekela abahlengikazi ngemibhalo, izexwayiso kusenesikhathi ezigulini eziwohlokayo, kanye nabasebenzi abahlakaniphile, okubakhulula ukuze bathole ukunakekelwa.

2 min fundaFunda

Izimboni

I-AI Ekunakekelweni Kwabadala

I-AI isiza abantu abadala asebekhulile ukuthi bahlale bephephile futhi bezimele ekhaya ngokutholwa kokuwa, izikhumbuzi zemithi, namathuluzi obungane, kuyilapho besekela abanakekeli.

2 min fundaFunda

Izimboni

I-AI kwezamahlathi

I-AI isiza abanikazi bamahlathi ukuthi baqaphe udedangendlale wehlathi kusukela kumasathelayithi nama-drones, bathole imililo yequbula nezinambuzane kusenesikhathi, futhi bahlele isivuno esiqhubekayo.

2 min fundaFunda

Uqedile ukufunda? Ake usikhombise sibone.

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