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.
Tekiniki
Kuringaniza amakuru
Data parallelism itoza icyitegererezo cyihuse mukwigana muri GPU nyinshi, hamwe na GPU itunganya ibice bitandukanye byamakuru.
TekinikiIcyitegererezo hamwe n'umuyoboro
Iyo icyitegererezo ari kinini cyane kuburyo kidahuye na GPU imwe, icyitegererezo hamwe numuyoboro ugereranije bigabanya icyitegererezo ubwacyo mubikoresho.
TekinikiZeRO na Optimizers
ZeRO (Zero Redundancy Optimizer) ikuraho ububiko bwibikoresho bwo kwigana kwigana amakuru kubangikanye no kugabanya leta, gradients, hamwe nuburemere…
TekinikiGukurikirana Ubushakashatsi
Gukurikirana ubushakashatsi nigikorwa cyo kwandika buri buryo buri mashini yiga imashini - code yayo, amakuru, hyperparameter, metrics, nibisohoka - so…
TekinikiCI / CD yo Kwiga Imashini
CI / CD yo kwiga imashini yagura ubudahwema kwishyira hamwe no gukomeza gutanga imiyoboro kugirango idakurikiza kode gusa, ariko kandi namakuru na moderi.
TekinikiCanary na Igicucu
Ibikorwa bya Canary nigicucu nuburyo bubiri bwo guhura nibibazo byo kurekura icyitegererezo gishya cyangwa serivisi kumusaruro.
AI igaragaraKumenyekanisha ibikorwa
Kumenyekanisha ibikorwa ni umurimo wo kwigisha mudasobwa kumenya ibyo abantu cyangwa ibintu bakora * muri videwo - kwiruka, kuzunguruka, kugwa, gufungura umuryango - ntabwo…
AI igaragaraVideo Ikadiri Interpolation
Video frame interpolation itanga shyashya, hagati yamakadiri kuva kuririho kugirango videwo yoroshye cyangwa itinde - guhindura amashusho 30fps muri 60fps…
AI igaragaraGukurikirana Ibintu byinshi
Gukurikirana ibintu byinshi (MOT) bikurikira ibintu byinshi - abanyamaguru, imodoka, abakinnyi - kuruhande rwa videwo, bigaha buriwese umwirondoro uhoraho mugihe.
TekinikiGufata vuba
Kwihutira gufunga kureka moderi ya AI ikongera gukoresha imirimo yo kubara yakoze kumurongo winyandiko aho kuyisubiramo buri gihe.
IngandaAI muri Pathology
AI muri patologiya ikoresha iyerekwa rya mudasobwa kumashusho yerekana imibare, ifasha abahanga mu bumenyi bw'indwara kumenya kanseri, kubara selile, n'indwara zo mu rwego rwihuse kandi byinshi…
AI igaragaraAI mumashusho yubuvuzi
AI mu mashusho yubuvuzi ikoresha icyerekezo cya mudasobwa kugirango isome X-imirasire, CT scan, MRIs, ultrasound, na mammograms, kubona ibintu bidasanzwe no gushyira imbere ibibazo byihutirwa.
Kurangiza gusoma? Garagaza.
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