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
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Bitanu amasomo ashingiye ku bisubizo

Buri somo ririmo ibisubizo bigaragara, ikarita yashushanyije, ibikorwa byimyitozo, hamwe na capstone ikoreshwa.

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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

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177 Bya 1019 ubuyobozi bwerekanwe. Shungura kumurongo cyangwa gushakisha hejuru.

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Gahunda ya CUDA na GPU

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Ibisobanuro bya AI na SHAP

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Uburyo bwo gusobanura

Uburyo bwo gusobanura ni imbaraga zo guhindura-injeniyeri yo kubara imbere yimiyoboro yimitsi muri algorithms yumuntu.

2 minSoma
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Ingero zo guhangana no gukomera

Ingero zurwanya ni inyongeramusaruro ihungabanijwe n'utuntu duto, akenshi tutumvikana bitera icyitegererezo gukora ibyiringiro, bitari byo.

2 minSoma
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Kuringaniza amakuru

Data parallelism itoza icyitegererezo cyihuse mukwigana muri GPU nyinshi, hamwe na GPU itunganya ibice bitandukanye byamakuru.

2 minSoma
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Icyitegererezo hamwe n'umuyoboro

Iyo icyitegererezo ari kinini cyane kuburyo kidahuye na GPU imwe, icyitegererezo hamwe numuyoboro ugereranije bigabanya icyitegererezo ubwacyo mubikoresho.

2 minSoma
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ZeRO na Optimizers

ZeRO (Zero Redundancy Optimizer) ikuraho ububiko bwibikoresho bwo kwigana kwigana amakuru kubangikanye no kugabanya leta, gradients, hamwe nuburemere…

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Gukurikirana Ubushakashatsi

Gukurikirana ubushakashatsi nigikorwa cyo kwandika buri buryo buri mashini yiga imashini - code yayo, amakuru, hyperparameter, metrics, nibisohoka - so…

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CI / 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.

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Canary na Igicucu

Ibikorwa bya Canary nigicucu nuburyo bubiri bwo guhura nibibazo byo kurekura icyitegererezo gishya cyangwa serivisi kumusaruro.

2 minSoma
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Gufata vuba

Kwihutira gufunga kureka moderi ya AI ikongera gukoresha imirimo yo kubara yakoze kumurongo winyandiko aho kuyisubiramo buri gihe.

2 minSoma
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Icyitegererezo

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