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
Gutondeka gutemba no guhanura byinshi
Gukwirakwiza ibintu hamwe no guhanura byinshi byihuta byerekana ururimi rwicyitegererezo ukeka ibimenyetso byinshi bizaza icyarimwe hanyuma ukabigenzura muri kimwe…
TekinikiIsuzuma rya BERTScore na Semantic
BERTScore ipima uburyo inyandiko yakozwe na mashini ihuye neza nugereranya ibisobanuro, ntabwo ari amagambo nyayo.
TekinikiImirongo Yitondewe hamwe nudukoryo
Icyerekezo cyumurongo gisimbuza quadratic softmax kwitondera muri Transformers hamwe namayeri yimibare ipima umurongo hamwe nuburebure bwikurikiranya.
TekinikiYaRN na Context Uburebure
YaRN (Nyamara ubundi RoPE extensioN) nubuhanga bukora neza bwo kurambura imiterere yimiterere yimiterere yimiterere irenze kure ibyo yatojwe.
TekinikiUmwanya wa Interpolation kumwanya muremure
Umwanya wa Interpolation (PI) nubuhanga bworoshye, bukomeye bwagura idirishya ryimiterere ya Transformer mugukanda ibimenyetso bishya mumwanya…
TekinikiUruvange rwinzobere za LoRA
Uruvange rwinzobere za LoRA (MoLE) rukomatanya adapteri ntoya, ihendutse-yatojwe adapter hamwe na router yize kuburyo icyitegererezo kimwe cyibanze gishobora guhinduka muburyo bworoshye…
TekinikiGuhindura Ibishushanyo Kuri Kode Model
Guhindura ibitekerezo bituma kode ya AI yunvikana mukanya ko guhanura ko dosiye nyinshi zidahinduka kandi zikagenzura gusa ibice bito bitandukanye.
TekinikiGukora Ibikorwa no Guhagararira Ubwubatsi
Gukoresha ibikorwa byerekana imyitwarire yicyitegererezo wongeyeho cyangwa ukuramo ibice byimbere mubikorwa byihishe mugihe cyogukora, nta kongera imyitozo bisabwa.
TekinikiImashini zidasanzwe zo gusobanura
Autoencoders (SAEs) ni igikoresho gikurura ibikorwa byimbere byimbere byurusobe rwimitsi mumurongo munini cyane wo gukora isuku…
TekinikiIbirenze hamwe na Polysemanticity muri AI Gusobanura
Wige superposition na polysemanticity mubisobanuro bya AI: kuki moderi ipakira ibintu mubyerekezo bisangiwe, kuki neuron iba polysemantic…
TekinikiLens Lens na Lens Lens
Lens ya lens hamwe na lens ya tekinoroji ni tekinike yo gusobanura ireba kuri transformateur yihishe imiterere kumurongo kugirango urebe icyo icyitegererezo 'gitekereza'…
TekinikiImyitozo yihuta na Megatron
Umuvuduko wihuse (Microsoft) na Megatron-LM (NVIDIA) ni porogaramu ya software ikora icyitegererezo cyamahugurwa hamwe na miliyari y'ibipimo mu bihumbi n'ibihumbi GPU…
Kurangiza gusoma? Garagaza.
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