01
Urufatiro rwa AI
Sobanukirwa na AI icyo aricyo, uburyo sisitemu yiga, aho yananiwe, nuburyo bwo guca imanza zidakabije.
Isomero rya AI kubuntu
Tekiniki KuyoboraUbuntu ubuziraherezo.
177 kuyobora-Icyongereza kiyobora, inzira zo kwiga zubatswe, hamwe nibitabo bifunguye - byubatswe na 501(c)(3) yigenga idaharanira inyungu kugirango umuntu wese yumve AI igezweho.
177Kuyobora kubuntu
1Inzira nyamukuru
~2 minKuyobora
~6hIgihe 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
177 Bya 1019 ubuyobozi bwerekanwe. Shungura kumurongo cyangwa gushakisha hejuru.
Tekiniki
Gukwirakwiza ubumenyi
Kurandura ubumenyi bitoza icyitegererezo 'umunyeshuri' kwigana urugero runini, rwukuri 'mwarimu'.
TekinikiUruvange rwinzobere
Uruvange rwinzobere (MoE) nigishushanyo mbonera kigabanya umuyoboro mubice byinshi byihariye-bikora kandi bigakora bike gusa mubitekerezo.
TekinikiUmubare w'icyitegererezo
Kwigereranya kwicyitegererezo bigabanya urusobe rwimitsi ibika umubare wabyo muke, bityo moderi imwe ikora byihuse no kubikoresho bito.
TekinikiKwiga
Kwiga federasiyo itoza icyitegererezo gisangiwe mubikoresho byinshi cyangwa amashyirahamwe udakusanyije amakuru yabo yibanze ahantu hamwe.
TekinikiImiterere ya FP8 na Hasi-Yuzuye
FP8 ni 8-biti ireremba-nimero yimibare ituma moderi ya AI ibika uburemere no gukoresha imibare ukoresheje kimwe cya kane cyo kwibuka kumibare isanzwe ya 32-bit.
TekinikiUrupapuro Icyitonderwa na vLLM
Urupapuro rwitonderwa nubuhanga bwo kwibuka-bubika ububiko bwururimi rwibanze rwitondewe mubice bito byongera gukoreshwa aho kuba igice kinini gihuza.
TekinikiGukomeza
Gukomeza guterana ni tekinike yo gutanga yongeramo kandi ikuraho ibyifuzo bivuye kumurongo wogukora-to-token, aho gutegereza icyiciro cyose cyagenwe…
TekinikiIbanga ritandukanye
Ibanga ritandukanye ni garanti yimibare yerekana ko gusesengura imibare yerekana uburyo bwingirakamaro mugihe uhishe niba amakuru yumuntu umwe yarimo.
TekinikiKubernetes ya ML Imirimo Yakazi
Kubernetes ni sisitemu ifunguye-sisitemu ihita itegura gahunda, umunzani, kandi igatangira porogaramu yabitswe muri cluster yimashini.
TekinikiUbubiko bwihariye
Ububiko buranga nuburyo bukuru bubara, bubika, kandi bukora ibintu byinjiza (ibiranga) imashini yiga imashini ikoresha.
TekinikiKwiyandikisha by'icyitegererezo
Icyitegererezo cy'icyitegererezo ni verisiyo igenzurwa na kataloge yerekana imashini yiga imashini yatojwe, ikurikirana umurongo wa buri verisiyo, ibipimo, hamwe nicyiciro cyo kohereza.
TekinikiAI mubikorwa byumutekano wa cyber
AI ifasha amatsinda yumutekano gushungura miriyari yibyabaye kugirango bamenye ibitero abantu bari kubura, kandi birasubiza byihuse.
Kurangiza gusoma? Garagaza.
Reba ibyo wize hamwe nibibazo, hanyuma ushakishe amasomo yacu yubatswe cyangwa ukore ugana icyemezo. Buri muyobozi akomeza kwidegembya gusoma.