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
TensorRT hamwe na moteri yerekana
TensorRT nububiko bwibitabo bwa NVIDIA bukusanya imiyoboro yimyitozo yatojwe mumoteri nziza cyane ikora vuba cyane kuri NVIDIA GPUs.
TekinikiSeriveri ya Triton
Seriveri ya Triton ni seriveri ya NVIDIA ifunguye-isoko yo kohereza no gutanga imiterere ya AI mu musaruro ku gipimo.
TekinikiRay yo gukwirakwiza AI
Ray ni isoko ifunguye-yorohereza gupima akazi ka Python na AI kuva kuri mudasobwa igendanwa kugeza kumashini ibihumbi.
TekinikiByuzuye Byuzuye Ibyatanzwe
Byuzuye Byuzuye Data Parallel (FSDP) nubuhanga bukwirakwizwa bwamahugurwa agabanya ibipimo byikitegererezo, gradients, hamwe na optimizas leta muri GPU nyinshi kuburyo…
TekinikiKugenzura Gradient
Kugenzura buhoro buhoro (nanone byitwa activation checkpointing) ni amayeri yo kuzigama yibuka atera ibikorwa byinshi hagati mugihe cyo gutambuka imbere…
TekinikiONNX na Model Imikoranire
ONNX (Gufungura imiyoboro ya Neural Network) nuburyo busanzwe bwo kwerekana imashini yiga imashini kugirango zishobore kugenda mubuntu hagati yimikorere…
TekinikiTensor
Tensor Cores ni ibikoresho byabikoresho byabugenewe imbere muri NVIDIA GPU igezweho ikora matrix kugwiza-no gukusanya ibikorwa byihuse.
TekinikiKwibuka kwinshi
Ububiko Bwinshi bwa Memory Memory (HBM) ni ububiko bwibitse bushyizwe kuruhande rwa GPU butanga amakuru byihuse kuruta RAM isanzwe.
TekinikiNVLink na GPU Ihuza
NVLink hamwe nibihuza bifitanye isano nihuta ryihuta ryemerera GPU nyinshi kuvugana muburyo butaziguye kandi vuba.
TekinikiGuhuza Icyitegererezo
Guhuza icyitegererezo bihuza uburemere bwimyanya ibiri cyangwa myinshi yatojwe imiyoboro mvaruganda muburyo bumwe - nta kongera imyitozo cyangwa kugera kumahugurwa yambere…
TekinikiIcyitegererezo kivanze kandi gike
Mixtral ni Mistral AI ifunguye ivanze-ryinzobere itanga ubuziranenge bwikitegererezo ku muvuduko muto.
TekinikiGPU vs TPU kuri AI
GPUs na TPU nuburyo bubiri bwiganje bwa chip yo guhugura no gukoresha AI.
Kurangiza gusoma? Garagaza.
Reba ibyo wize hamwe nibibazo, hanyuma ushakishe amasomo yacu yubatswe cyangwa ukore ugana icyemezo. Buri muyobozi akomeza kwidegembya gusoma.