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.

Izimboni

I-AI kuSocial Work and Child Welfare

Izikhungo zezenhlalakahle yezingane zisebenzisa i-AI eqagelayo ukuze zisize isikrini sokuhlukumeza nokunganakwa kwemibiko, kuyilapho osonhlalakahle basebenzisa amathuluzi e-AI ukuze banciphise amaphepha kanye nengozi engaphezulu.

2 min fundaFunda

Izimboni

I-AI ku-Maritime and Shipping

I-AI iqondisa imboni yezokuthutha ibheke emizileni ehlakaniphile, ukulungiswa okubikezelwayo, kanye nemikhumbi engenabasebenzi.

2 min fundaFunda

Okuyisisekelo

I-Bias-Variance Tradeoff

I-bias-variance tradeoff ichaza ukuthi kungani imodeli ingahluleka ngokuba lula kakhulu noma ukuba yinkimbinkimbi kakhulu.

2 min fundaFunda

Okuyisisekelo

Ukuqinisekisa Okuphambene

Ukuqinisekisa okuphambanayo kuyindlela yokwenza kabusha isampula yokulinganisa ukuthi imodeli izokhiqiza kahle kangakanani kudatha engabonakali.

2 min fundaFunda

Okuyisisekelo

Ukunemba nokukhumbula

Ukunemba nokukhumbula amamethrikhi amabili ahambisanayo okuhlola abahlukanisi bezigaba, ikakhulukazi uma amakilasi engalingani.

2 min fundaFunda

Ulimi lwe-AI

I-WordPiece Tokenization

I-WordPiece iyi-algorithm yokwenza amathokheni yamagama angaphansi enika amandla i-BERT namamodeli amaningi Google, ihlukanisa amagama abe izingcezu ezisebenzisekayo kabusha ukuze imodeli ikwazi ukuphatha noma yiziphi...

2 min fundaFunda

Ulimi lwe-AI

Ukushumeka kwesigwebo-BERT

Umusho-BERT (SBERT) uvumelanisa i-BERT ukuze ikhiqize ivekhtha eyodwa yobude obugxilile yomusho wonke, ngakho incazelo ingaqhathaniswa nokufana kwe-cosine okusheshayo.

2 min fundaFunda

Ulimi lwe-AI

T5 kanye Nokudluliswa Kombhalo ube Umbhalo

I-T5 (Isiguquli Sokudluliswa Kombhalo ube Sombhalo), kusukela ku-Google ngo-2019, ihlela kabusha wonke umsebenzi we-NLP, ukuhumusha, ukufingqa, ukuhlukanisa, ngisho nokuhlehla, njengokuphakelayo...

2 min fundaFunda

I-AI ebonakalayo

I-Deformable Convolutions

I-convolutions ekhubazekile ivumela inethiwekhi ye-neural igobe igridi yayo yesampula ukuze ilandele umumo wangempela wezinto esikhundleni sokuyiphoqa ngefasitela lesikwele eliqinile.

2 min fundaFunda

I-AI ebonakalayo

I-DINO Self-Distillation

I-DINO iyindlela ezigadwayo eqeqesha isiguquli sombono ukuze siqonde izithombe ezingenawo amalebula nhlobo, ngokwenza inethiwekhi izifundise yona.

2 min fundaFunda

I-AI ebonakalayo

Ukufaniswa kwesithombe

Ukumatanisa isithombe kuwubuciko bokusika isihloko esinesithombe esinama-pixel-perfect, imiphetho ebonisa ngale - ukuthatha yonke imicu ehlakaniphile yezinwele noma ukufiphala okunyakazayo.

2 min fundaFunda

Ubuchwepheshe

I-BentoML ne-Model Packaging

I-BentoML iwuhlaka lomthombo ovulekile lwePython olupakisha amamodeli okufunda omshini aqeqeshiwe abe amayunithi ajwayelekile, asebenzisekayo abizwa nge-'Bentos'.

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