01
Urufatiro rwa AI
Sobanukirwa na AI icyo aricyo, uburyo sisitemu yiga, aho yananiwe, nuburyo bwo guca imanza zidakabije.
Isomero rya AI kubuntu
Ibyingenzi KuyoboraUbuntu ubuziraherezo.
84 kuyobora-Icyongereza kiyobora, inzira zo kwiga zubatswe, hamwe nibitabo bifunguye - byubatswe na 501(c)(3) yigenga idaharanira inyungu kugirango umuntu wese yumve AI igezweho.
84Kuyobora kubuntu
1Inzira nyamukuru
~2 minKuyobora
~3hIgihe 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
84 Bya 1019 ubuyobozi bwerekanwe. Shungura kumurongo cyangwa gushakisha hejuru.
Ibyingenzi
Kwemeza
Kwambukiranya imipaka ni tekinike yo gusubiramo uburyo bwo kugereranya uburyo icyitegererezo kizajya kibona amakuru atagaragara.
IbyingenziIcyitonderwa kandi Wibuke
Gusobanura no kwibuka ni bibiri byuzuzanya byo gusuzuma ibyiciro, cyane cyane iyo amasomo aringaniye.
IbyingenziKumanuka Kubiri
Kumanuka kabiri ni ibintu bitangaje kubona uko icyitegererezo kigenda kinini, ikosa ryikizamini ryambere riba ribi hafi ya 'interpolation limit' ariko hanyuma rikagenda neza…
IbyingenziIgitekerezo cya Neural Tangent
Neural Tangent Kernel (NTK) nigikoresho cyimibare cyerekana ko imiyoboro yagutse itagira umupaka yitwara nkuburyo bwihariye, bwimikorere ya kernel mugihe…
IbyingenziTike ya Tombora Hypothesis
Hypothesis ya Tombora ya Tombora ivuga ko imbere mu muyoboro munini, watangijwe ku buryo butunguranye uhisha uduce duto duto - 'tike yatsindiye' - ko, yatojwe…
IbyingenziAmategeko yo gupima imiyoboro ya Neural
Amategeko yo gupima ni formulaire ifatika yerekana ko igihombo cyurusobe rwimitsi igabanuka nkuko ugenda ukura ingano yicyitegererezo, ingano ya dataset, na compte.
IbyingenziChinchilla Kubara-Amahugurwa meza
Chinchilla ni 2022 DeepMind isanga ibyitegererezo byinshi byindimi byakozwe nabi: kubwingengo yimibare ihamye ugomba gupima ibipimo…
IbyingenziItsinda ryibihembo bisanzwe muri RLHF
Itsinda ryigihembo gisanzwe cyerekana ibihembo byikitegererezo mugice kimwe cyibisubizo kubibazo bimwe, guhindura amanota y'urusaku mumahugurwa ahamye…
IbyingenziAbanyamideli b'isi hamwe n'abiga bigana
Icyitegererezo cyisi ni urusobe rwimyumvire yiga guhanura uko ibidukikije bihinduka mugihe, bikareka AI 'tekereza' ibizaza mbere yo gukora.
IbyingenziUburebure busanzwe muburyo bwo guhitamo neza
Uburebure busanzwe buhindura intego-yoguhuza intego kugirango moderi ihagarike gutsindira kwemererwa kwandika ibisubizo birebire.
IbyingenziKwerekana ibihembo bya Bradley-Terry
Moderi ya Bradley-Terry nuburyo bumaze ibinyejana bwibarurishamibare bwo guhindura ibigereranyo byombi (A gukubita B) mumibare yumubare.
IbyingenziIterative DPO no Guhitamo Kumurongo
Iterative DPO ihuza inshuro nyinshi icyitegererezo cyururimi kubyo abantu bakunda cyangwa AI batanga ibisubizo bishya, kubitondekanya, no guhuza ibyo bice byombi buri…
Kurangiza gusoma? Garagaza.
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