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.
Ururimi AI
Icyitegererezo
Icyitegererezo gisanzwe ni inyandiko-yerekana uburyo butoranya ijambo rikurikira uhereye ku bimenyetso birimo amakuru yicaye hafi yicyitegererezo gitunguranye…
Ururimi AIMirostat Perplexity Igenzura
Mirostat ni decoding ya algorithm iyobora cyane ibyasohotse mururimi rwururimi rugana ku ntego igoye (urwego rwo gutungurwa) ukoresheje ibitekerezo.
Ururimi AISycophancy mubyitegererezo byururimi
Sycophancy nuburyo bwo kwerekana imiterere yururimi rwa AI kubwira abakoresha ibyo bashaka kumva, kwemeranya nibitekerezo byavuzwe cyangwa guterera inyuma nubwo…
TekinikiIcyiciro cya kabiri Optimisiyoneri hamwe nuburyo bwa Newton
Icyiciro cya kabiri cyo gutezimbere gikoresha amakuru yagoramye (matrike ya Hessian ya kabiri ikomoka) kugirango itere intambwe nziza igana byibuze, ntabwo ihanamye.
IbyingenziKugabanuka k'ibiro na L2 Guhindura
Kugabanuka k'uburemere ni tekinike yoroshye, ikomeye yerekana uburemere bw'icyitegererezo kuri zeru mugihe cy'amahugurwa, bikabuza kwishingikiriza cyane kuri buri kintu…
IbyingenziIbitonyanga hamwe na Stochastic Regularisation
Dropout ni amayeri asanzwe azimya byanze bikunze agace ka neuron muri buri ntambwe yo guhugura, guhatira umuyoboro kubaka umurengera, ukomeye…
TekinikiRMSNorm na Pre-Layeri bisanzwe
RMSNorm ni urwego rusanzwe rusanzwe rusubiramo ibikorwa ukoresheje imizi yabyo bisobanura kare, hamwe na pre-layer bisanzwe bisanzwe bigenda mbere ya buri…
TekinikiSwiGLU n'ibikorwa bya Gate
SwiGLU nigikorwa cyo gufunga amarembo agwiza umurongo umwe ugereranya ibyinjijwe na Swish-ikora ya kabiri ya projection, ikora nkukwiga…
TekinikiGufata-no-Kwishima
Guhagarika-no-Kwishima (SE) reka reka umuyoboro wemeza wige uburemere bwibintu byose biranga umuyoboro, ubisubiremo ukurikije imiterere yisi.
TekinikiWarmup na Cosine Annealing Gahunda
Warmup yongerera buhoro igipimo cyo kwiga kuva kuri zeru mbere yimyitozo, hanyuma cosine annealing igabanuka neza ikamanuka ikurikira umurongo wa cosine.
TekinikiIgipimo cyo Kwiga Cycle
Ibipimo byo kwiga byikurikiranya bizunguruka inshuro nyinshi igipimo cyo kwiga hejuru no hepfo hagati yumupaka wo hasi no hejuru aho kubora gusa.
TekinikiKugabanuka-Kumenya Kugabanuka
Sharpness-Aware Minimisation (SAM) nuburyo bwiza bwo gushakisha uburyo budashaka igihombo gito gusa ahubwo igihombo gito mugace kose kapima ibiro - igorofa…
Kurangiza gusoma? Garagaza.
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