01
Urufatiro rwa AI
Sobanukirwa na AI icyo aricyo, uburyo sisitemu yiga, aho yananiwe, nuburyo bwo guca imanza zidakabije.
Isomero rya AI kubuntu
Ururimi AI KuyoboraUbuntu ubuziraherezo.
155 kuyobora-Icyongereza kiyobora, inzira zo kwiga zubatswe, hamwe nibitabo bifunguye - byubatswe na 501(c)(3) yigenga idaharanira inyungu kugirango umuntu wese yumve AI igezweho.
155Kuyobora kubuntu
1Inzira nyamukuru
~2 minKuyobora
~5hIgihe 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
155 Bya 1019 ubuyobozi bwerekanwe. Shungura kumurongo cyangwa gushakisha hejuru.
Ururimi AI
Kahneman-Tversky Optimisation
Kahneman-Tversky Optimisation (KTO) nuburyo bwo guhuza bwigira kubitoki byoroheje-hejuru cyangwa igikumwe-munsi aho kugereranya byombi.
Ururimi AIKwangwa Gutoranya Cyiza-Guhuza
Kwangwa Gutoranya Cyiza-Guhuza (RFT) bitanga ibisubizo byinshi byabakandida, bigakomeza gusa amanota meza, kandi bigakomeza icyitegererezo kubatsinze.
Ururimi AIUburyo bwo guhemba Ingero
Uburyo bwo gutanga ibihembo (PRMs) butanga amanota buri ntambwe yibitekerezo bya AI aho kuba igisubizo cyanyuma.
Ururimi AIUruvange-rw-abakozi
Imvange-y-abakozi (MoA) ni tekinike aho imiterere yindimi nyinshi itegura ibisubizo hanyuma icyitegererezo cyo guhuza ibitekerezo gihuza ibitekerezo byabo muburyo bunoze…
Ururimi AIAdapteri Inzira yo Kwimura
Ibice bya adaptateur ni mato mato mato yatojwe yinjijwe muburyo bwahagaritswe mbere, bikwemerera guhuza n'imirimo mishya muguhindura bike ku ijana…
Ururimi AIMulti-Umutwe Utinze Kwitonda
Multi-Head Latent Attention (Umudepite) nuburyo bwo kwitondera, bwatangijwe muri DeepSeek-V2, bugabanya kwibuka-ushonje urufunguzo-agaciro cache mukantu gato dusangiye…
Ururimi AIUmutwe wa Medusa
Medusa nuburyo bwo gutondeka-gushushanya uburyo butandukanye bwo guhanura 'imitwe' kurugero rwururimi kugirango rushobore gukeka ibimenyetso byinshi bizaza icyarimwe.
Ururimi AIUruvange rwimbitse
Uruvange rwimbitse (MoD) rutuma impinduka ikoresha amafaranga atandukanye ya compte kubimenyetso bitandukanye, ikayobora gusa ibimenyetso 'byingenzi' binyuze muri buri cyiciro…
Ururimi AIUmwanya wa Leta ya Mamba
Mamba nicyitegererezo cyubatswe cyubatswe kumwanya wa leta (SSMs) itunganya inyandiko mugihe cyumurongo, itanga ubundi buryo bwihuse kuri quadratic ya Transformer…
Ururimi AIRWKV Itondekanya
RWKV ni imyubakire itoza nka Transformer ariko ikoresha umwanzuro nkurusobe rusubirwamo, rutanga umurongo-umwanya, uhoraho-wibuke.
Ururimi AINtibisanzwe
Kwitonda gake bituma Transformers ihendutse kureka buri kimenyetso cyitabira gusa igice cyatoranijwe neza cyibindi bimenyetso aho kuba byose.
Ururimi AIQLoRA na 4-Bit Byiza-Guhuza
QLoRA nubuhanga butuma uhuza neza urugero rwururimi runini kumuguzi umwe GPU ubika moderi yahagaritswe mubice 4 gusa kuburemere.
Kurangiza gusoma? Garagaza.
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