01
Urufatiro rwa AI
Sobanukirwa na AI icyo aricyo, uburyo sisitemu yiga, aho yananiwe, nuburyo bwo guca imanza zidakabije.
Isomero rya AI kubuntu
Iga AI.Ubuntu ubuziraherezo.
1019 kuyobora-Icyongereza kiyobora, inzira zo kwiga zubatswe, hamwe nibitabo bifunguye - byubatswe na 501(c)(3) yigenga idaharanira inyungu kugirango umuntu wese yumve AI igezweho.
1019Kuyobora kubuntu
9Inzira nyamukuru
~2 minKuyobora
~34hIgihe cyo gusoma
Tangira hano
Bitanu amasomo ashingiye ku bisubizo
Buri somo ririmo ibisubizo bigaragara, ikarita yashushanyije, ibikorwa byimyitozo, hamwe na capstone ikoreshwa.
02
Ushinzwe gukoresha AI
Koresha AI kubyara umusaruro mugihe urinda ubuzima bwite, kugenzura ibisubizo, no kubungabunga ibyo abantu babazwa.
03
AI ku kazi
Suzuma aho ukorera ukoresha imanza, koresha abaderevu batekanye, bapime agaciro, kandi uvugane impinduka neza.
04
Politiki ya AI & Sosiyete
Gisesengura sisitemu ya AI ukoresheje uburenganzira, uburinganire, imiyoborere, umutekano, hamwe ninyungu rusange.
05
Kubaka hamwe na sisitemu ya AI
Sobanukirwa nururimi rwicyitegererezo, kugarura, abakozi, gusuzuma, ikiguzi, hamwe nuburyo bwo kurinda ibicuruzwa ukoresheje igishushanyo mbonera cya sisitemu.
Inzira nyamukuru
Shakisha ku murongo
Simbukira mu gace witaho. Inzira yose ifite ibyerekezo byinshi-byicyongereza.
IbyingenziIbyingenzi: uburyo AI ikora murwego rwo hejuru.84 Kuyobora Ururimi AILLMs, NLP, ChatGPT, kubaza, no gusobanukirwa inyandiko.155 Kuyobora AI igaragaraGukora amashusho, iyerekwa rya mudasobwa, videwo, nigishushanyo.133 Kuyobora Audio AIIjwi, umuziki, podcasting, hamwe n'amajwi-yambere AI.117 Kuyobora IbigoUmwirondoro wa OpenAI, Anthropic, Google, Meta, nibindi byinshi.121 Kuyobora PorogaramuUburyo AI igaragara muri code, gushakisha, abakozi, nubuzima bwa buri munsi.111 Kuyobora IngandaAI mubuvuzi, imari, uburezi, ingufu, nibindi byinshi.91 Kuyobora TekinikiChips, gutunganya neza, RAG, vectors, nibikorwa remezo bya AI.177 Kuyobora SosiyeteKubogama, ubuzima bwite, uburenganzira, umutekano, hamwe na AI ejo hazaza.30 Kuyobora
Isomero ryuzuye
Abayobora bose
1019 Bya 1019 ubuyobozi bwerekanwe. Shungura kumurongo cyangwa gushakisha hejuru.
Tekiniki
Isuzuma ryumurongo hamwe nisuzuma ryimiterere
Kugenzura umurongo byerekana uburyo bwiza bwerekana imbere yimbere imbere muguhagarika umuyoboro no guhugura gusa umurongo ugaragara hejuru.
Ururimi AIKugenzura Icyitegererezo
Icyitegererezo cyihuta cyihuta cyururimi rwicyitegererezo kureka akantu gato 'umushinga' ukeka ibimenyetso byinshi imbere, hanyuma ukagira icyitegererezo kinini kugenzura…
Ururimi AIEntropy-ishingiye ku cyitegererezo
Entropy ishingiye kuri sampling ihuza uburyo LLM itora ikimenyetso cyayo gikurikira ukurikije uburyo icyitegererezo kidashidikanywaho muricyo gihe.
TekinikiUmuyoboro wuzuye kandi uhuza
DenseNet numuyoboro wemeza aho buri cyiciro cyakira ikarita yibiranga ibice byose byabanjirije iyinjiza.
TekinikiBottleneck Ubwubatsi
Ubwubatsi bubi busunika amakuru binyuze murwego ruto rwagati mbere yo kongera kwagura, guhatira umuyoboro kwiga guhuza, gukora neza…
TekinikiKwiyongera
Ikusanyirizo rya Gradient rigufasha kwigana ingano nini yububiko bwa GPU buke mugutondekanya gradients hejuru ya mini-mato mato mbere yo kuvugurura…
IbyingenziGuhagarara kare
Guhagarara hakiri kare ni tekiniki isanzwe ihagarika imyitozo yicyitegererezo mugihe imikorere yamakuru-yemewe yo kwemeza ihagarika gutera imbere.
TekinikiGuhatira abarimu muburyo bukurikiranye
Guhatira abarimu ni amayeri yo guhugura kuri moderi zikurikirana aho ikimenyetso cyukuri cyabanjirije iki, ntabwo ari icyitegererezo ubwacyo, kigaburirwa nkibikurikira byinjira.
TekinikiGahunda yo Gutoranya no Kugaragaza Kubogama
Kubogama kubogamye ni icyuho kigaragara mugihe icyitegererezo cyatojwe gusa prefixes nziza kigomba, kubitekerezo, imiterere kubisubizo byayo bidatunganye.
TekinikiIgihombo Cyibanze Kumenyekanisha Kuringaniza
Igihombo cyibanze nigikorwa cyahinduwe cyo gutakaza uburemere-buremereye ingero zoroshye kuburyo detector ishobora kwibanda kubintu bikomeye, bidasanzwe.
IbyingenziStochastic Gradient Kumanuka hamwe na Momentum
Momentum ni uguhinduranya kumanuka kumanuka ukusanya impuzandengo yikigereranyo cya gradients zashize, ukareka optimizasiyo ikazunguruka vuba binyuze mubibaya no kugabanuka…
IbyingenziNesterov Yihuta
Nesterov yihuta ya Gradient (NAG) nuburyo bwubwenge bwimbaraga zireba imbere mbere yo kubara gradient, ikayiha gukosora-imbere.
Kurangiza gusoma? Garagaza.
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