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.

Ubuchwepheshe

Ukugeleza Okujwayelekile

Ukugeleza okuvamile amamodeli akhiqizayo aguqula umsindo olula (njenge-Gaussian) ube idatha eyinkimbinkimbi ngochungechunge lwezinto ezingaguquki, ezihlukanisekayo...

2 min fundaFunda

Ubuchwepheshe

Amamodeli Asekelwe Amandla

Amamodeli asuselwa kumandla (ama-EBM) afunda umsebenzi we-scalar 'amandla' onikeza amanani aphansi kudatha ebambekayo kanye namanani aphezulu kudatha engakholakali, echaza...

2 min fundaFunda

I-AI ebonakalayo

Wasserstein GAN

I-Wasserstein GAN (WGAN) idizayina kabusha inhloso yokuqeqeshwa ye-GAN esebenzisa ibanga le-Wasserstein esikhundleni sokulahlekelwa okuyi-min-max kwasekuqaleni.

2 min fundaFunda

I-AI ebonakalayo

Ama-GAN anemibandela

Ama-GAN anemibandela (cGANs) anweba ama-GAN ajwayelekile ngokuphakela ulwazi olwengeziwe, njengelebula yekilasi noma umbhalo, kukho kokubili ijeneretha nombandlululi.

2 min fundaFunda

I-AI ebonakalayo

I-Pix2Pix yokuhumusha isithombe-kuya-esithombeni

I-Pix2Pix iyi-GAN enemibandela efunda ukuhumusha uhlobo olulodwa lwesithombe lube kolunye, njengokuguqula umdwebo ube isithombe noma imephu ibe umbono wesathelayithi.

2 min fundaFunda

I-AI ebonakalayo

Ukufakwa Umbala Kwesithombe

Ukufakwa kombala kwesithombe kusebenzisa i-AI ukwengeza umbala ozwakalayo, ongokoqobo ezithombeni ezimnyama nokumhlophe nefilimu.

2 min fundaFunda

I-AI ebonakalayo

Isakhiwo esivela ku-Motion

Isakhiwo esivela ku-Motion (SfM) sakha kabusha i-3D scene geometry kanye nokuma kwekhamera kusukela kusethi yezithombe ezigqagqene ze-2D ezithathwe emibonweni ehlukene.

2 min fundaFunda

I-AI ebonakalayo

I-Multi-View Stereo

I-Multi-View Stereo (MVS) ithatha izithombe eziningi ezilinganiselwe zesigcawu futhi ikhiqize ukwakhiwa kabusha kwe-3D eminyene ngokulinganisa ukujula cishe kuwo wonke amaphikseli.

2 min fundaFunda

Ubuchwepheshe

I-Optimizer State Offloading ku-CPU ne-NVMe

Iqhinga lokonga inkumbulo elipaka ukugcinwa okunzima kokuqeqeshwa (izifunda ze-optimizer, ama-gradient, kwesinye isikhathi izisindo) ku-CPU RAM noma kuma-NVMe SSD esikhundleni…

2 min fundaFunda

Ubuchwepheshe

I-Checkpoint Sharding kanye Nokuqeqeshwa Okuqhubekayo

Amasu okugcina isimo sokuqeqeshwa semodeli izingcezu (shards) ukuze amamodeli amakhulu akwazi ukugcinwa futhi alayishwe kabusha ngaphandle kokuminyanisa inkumbulo noma imikhawulo yediski, kanjalo...

2 min fundaFunda

Ubuchwepheshe

Ukuphathwa Kwememori ye-GPU nokuhlukaniswa

Indlela uhlaka lwe-AI oluyaba ngayo, luphinde lusebenzise, futhi lubuyise inkumbulo ekhawulelwe ku-GPU, nokuthi kungani izikhala ezisele (ukuhlukaniswa) zingabangela amaphutha angaphandle kwenkumbulo ngisho...

2 min fundaFunda

Izinkampani

Amamodeli e-IBM Granite

I-Granite umndeni wakwa-IBM wamamodeli e-AI avulekile, agxile ebhizinisini akhelwe imisebenzi yebhizinisi njengokubhala amakhodi, ukuqonda amadokhumenti, nokubuyiswa.

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