01
I-AI Foundations
Qonda ukuthi iyini i-AI, ukuthi amasistimu afunda kanjani, lapho ehluleka khona, kanye nendlela yokwahlulela izimangalo ngaphandle kokukhohlisa.
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.
02
Umsebenzisi we-AI onesibophezelo
Sebenzisa i-AI ngendlela ekhiqizayo kuyilapho uvikela ubumfihlo, ubheka imiphumela, futhi ulondoloza ukuziphendulela komuntu.
03
I-AI emsebenzini
Linganisa izimo zokusetshenziswa kwendawo yokusebenza, sebenzisa abashayeli bezindiza abaphephile, kala inani, futhi uxhumane nezinguquko ngokuzibophezela.
04
Inqubomgomo ye-AI Nomphakathi
Hlaziya izinhlelo ze-AI ngokusebenzisa amalungelo, ukulingana, ukubusa, ukuphepha, kanye nemiphumela yenzuzo yomphakathi.
05
Ukwakha nge-AI Systems
Qonda amamodeli olimi, ukubuyisa, abasebenzeli, ukuhlola, izindleko, nokuvikela ukusetshenziswa ngokuklama kwesistimu okusebenzayo.
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.
Okuyisisekelo
Ukufunda Okusebenzayo
Ukufunda okusebenzayo isu lokuqeqesha lapho imodeli ngokwayo ikhetha ukuthi yiziphi izibonelo ezingenamalebula umuntu okufanele azilebule ngokulandelayo.
OkuyisisekeloUkwengezwa Kwedatha
Ukwengezwa kwedatha kunweba ngokuzenzisa isethi yokuqeqeshwa ngokudala amakhophi ashintshiwe ezibonelo ezikhona - njengokuphenya noma ukunqampuna izithombe.
UbuchwephesheUkuqeqeshwa Okunembayo Okuxubile
Ukuqeqeshwa kokunemba okuxubile kusheshisa ukuqeqeshwa kwenethiwekhi ye-neural futhi kunqamule ukusetshenziswa kwememori ngokwenza izibalo eziningi endaweni eyi-16-bit endaweni ye-32-bit.
UbuchwephesheUkuqopha Okucatshangelwayo
Ukukhipha amakhodi okuqagela kwenza amamodeli olimi amakhulu akhiqize umbhalo ngokushesha ngokusebenzisa imodeli 'esalungiswa' encane, esheshayo ukuqagela amathokheni ambalwa ngaphambili, bese kuba nenkulu...
UbuchwephesheUkuthuthukiswa Kwenqolobane ye-KV
Inqolobane ye-KV igcina okhiye namagugu isiguquli esesivele senziwe ikhompuyutha ngakho-ke ayisebenzi kabusha kuwo wonke amathokheni amasha - kodwa ingafaka ibhaluni kumagigabhayithi.
Izinhlelo zokusebenzaUkuhlolwa kwe-imeyili kwe-AI
Ukuthathu kwe-imeyili ye-AI kusebenzisa amamodeli olimi ukufunda, ukuhlunga, ukubeka phambili, nezimpendulo ezisalungiswa zebhokisi lakho lokungenayo ngokuzenzakalelayo.
Izinhlelo zokusebenzaUkuhlela Ikhalenda le-AI
Amathuluzi okuhlela ikhalenda ye-AI athola izikhathi zemihlangano, axazulule izingxabano, futhi abhukhe imicimbi esebenzisa ulimi lwemvelo nemithetho ehlakaniphile yokukhetha.
Izinhlelo zokusebenzaI-AI Spreadsheet Copilots
Amakhophi wesipredishithi se-AI akuvumela ukuthi uhlaziye idatha, ubhale amafomula, futhi wakhe amashadi usebenzisa ukwaziswa kwesiNgisi esilula esikhundleni sokubamba imisebenzi ngekhanda.
Ulimi lwe-AII-Encoder-Decoder Architectures
Izakhiwo ze-Encoder-decoder zihlukanisa imodeli ibe izingxenye ezimbili: eyodwa efunda futhi ecindezela okokufaka kube yisifanekiso esicebile sangaphakathi, nesisodwa...
Ulimi lwe-AIUkunakwa
Ukunaka okuphambene kuyindlela evumela ukulandelana okukodwa kokunye: umbhalo okhiqiza idikhoda ungabheka ukumelwa komfaki khodi kokokufakayo.
Ulimi lwe-AIUkukhohlwa Okuyinhlekelele
Ukukhohlwa okuyinhlekelele kulapho inethiwekhi ye-neural ifunda umsebenzi omusha futhi ilahlekelwe ikhono layo lokwenza imisebenzi ebivele iyingcweti.
UbuchwephesheI-Flash Attention
I-Flash Attention iyindlela ehlakaniphile yokubala isinyathelo sokunaka ngaphakathi kwe-Transformers ngaphandle kokubhala i-matrix enkulu yokunaka ukuze ubambezele inkumbulo.
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