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

Ukuvumelana Kwezimiso Ekufundeni Okugadwe Ngaphakathi

Ukuvumelana kokujwayelekile kufundisa imodeli ukuthi inikeze impendulo efanayo lapho okokufaka okungalebulanga kuphazamiseka ngezindlela ezincane, ezilondoloza ilebula.

2 min fundaFunda

Ubuchwepheshe

Ukwabelana Ngepharamitha Enzima Kunethiwekhi Yemisebenzi eminingi

Ukwabelana ngepharamitha eqinile kuwumklamo wakudala wokufunda wemisebenzi eminingi lapho imisebenzi eminingana yabelana ngezingqimba ezifihliwe ezifanayo futhi ihlukaniseke kuphela kube 'amakhanda' ahlukene...

2 min fundaFunda

Ubuchwepheshe

I-Gating kanye Nomzila ku-Computation enemibandela

I-Gating kanye nomzila kuvumela inethiwekhi ye-neural ukuthi isebenze kuphela izingxenye ezidingayo kokokufaka ngakunye esikhundleni sokusebenzisa yonke imodeli ngaso sonke isikhathi.

2 min fundaFunda

Ubuchwepheshe

I-Gumbel-Softmax kanye ne-Reparameterization

I-Gumbel-Softmax iyiqhinga elivumela amanethiwekhi we-neural 'isampula' kusuka ezigabeni ezihlukene kuyilapho esaqeqesheka ngokwehlela kwe-gradient.

2 min fundaFunda

Ubuchwepheshe

Isilinganiso Esiqondile

I-Straight-Through Estimator (STE) iqhinga elilula lamanethiwekhi okuqeqesha aqukethe izinyathelo eziqinile, ezingehlukanisiwe njengokusondeza noma ukusondeza.

2 min fundaFunda

Okuyisisekelo

Ukwenziwa Kweqembu

I-Group Normalization iwuhlelo oluzinzisa ukuqeqeshwa kwenethiwekhi ye-neural ngokwenza izici ezijwayelekile phakathi kwamaqembu amancane amashaneli, ngokuzimela kwento ngayinye...

2 min fundaFunda

Okuyisisekelo

Amayunithi Ajwayelekile Agayiwe

I-Gated Recurrent Unit (GRU) iwuhlobo olulula lweseli yenethiwekhi ye-neural esebenzisa amasango amabili ukunquma ukuthi yiluphi ulwazi okufanele lugcinwe nokuthi yini okufanele uyikhohlwe...

2 min fundaFunda

Ubuchwepheshe

Amanethiwekhi Aphindaphindayo Aphindwe kabili

Inethiwekhi ephindaphindayo eqondiswa kabili ifunda ukulandelana kokubili phambili nangemuva, ngakho ukumelwa kwendawo ngayinye kudonsela kumongo wesikhathi esidlule nekusasa.

2 min fundaFunda

Ubuchwepheshe

Ukunakwa Kokukhishwa kanye Nokuthena Ikhanda

Ukukhishwa kokunaka kuyindlela yokulandelela ukuthi ulwazi lugeleza kanjani ngezendlalelo zokunaka ezistakiwe ze-Transformer ukuchaza ukuthi imaphi amathokheni okokufaka athonya...

2 min fundaFunda

Ulimi lwe-AI

I-Contrastive Decoding

Ukuhlukanisa amakhodi kwakha umbhalo wekhwalithi ephezulu ngokususa ukuthambekela kwemodeli yolimi oluncane, olubuthakathaka kuleso esikhulu, esiqinile.

2 min fundaFunda

Ulimi lwe-AI

Ukusesha kwe-Beam Eqondiswayo Nezingqinamba

Ukusesha kwe-beam ephoqelekile kuphoqa okukhiphayo kwemodeli yolimi ukwanelisa izimfuneko eziqinile, njengokufaka amagama athile noma ukufanisa uhlelo lolimi, ngenkathi kuse...

2 min fundaFunda

Ulimi lwe-AI

Ubuncane be-Bayes Risk Decoding

Ukukhishwa kwekhodi kwe-Minimum Bayes Risk (MBR) kukhetha okukhiphayo okufana kakhulu neminye imiphumela engase ibe khona, kuneyodwa okungenzeka kakhulu.

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