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
Stochastic Gradient Kumanuka hamwe na Momentum
Momentum ni uguhinduranya kumanuka kumanuka ukusanya impuzandengo yikigereranyo cya gradients zashize, ukareka optimizasiyo ikazunguruka vuba binyuze mubibaya no kugabanuka…
IbyingenziNesterov Yihuta
Nesterov yihuta ya Gradient (NAG) nuburyo bwubwenge bwimbaraga zireba imbere mbere yo kubara gradient, ikayiha gukosora-imbere.
IbyingenziGutakaza inshuro eshatu no Kwiga Ibipimo
Igihombo cya gatatu cyigisha urusobe rushyira ibintu bisa hafi hamwe nibintu bidasa kure mumwanya wo gushiramo.
IbyingenziAkarango Korohereza
Kworoshya ikirango nuburyo bworoshye busanzwe bwo koroshya ibintu byoroshye imyitozo imwe ishyushye, kubwira icyitegererezo igisubizo nyacyo birashoboka cyane ariko ntabwo 100…
IbyingenziIngirabuzimafatizo ndende yo kwibuka
Ingirabuzimafatizo ndende (LSTM) selile ni ubwoko bwihariye bwimikorere ya neural neteur yubatswe kugirango yibuke amakuru murwego rurerure.
IbyingenziK-Bisobanura
K-Igisobanuro ni algorithm idakurikiranwa ihita itondekanya amakuru mumatsinda ya K mugushakisha ibigo.
IbyingenziK-Abaturanyi
K-Hafi y'abaturanyi (KNN) ishyira amakuru mashya mu kureba ingero za K hafi no gufata amajwi menshi.
IbyingenziKwisubiraho
Kwisubiraho kwa Logistic guhanura bishoboka ko ikintu kiri mubyiciro, nka spam cyangwa ntabwo ari spam, mugukata amafaranga aremereye binyuze mumurongo wa S.
IbyingenziNaive Bayes Ibyiciro
Naive Bayes nihuta, birashoboka ko byubatswe byubatswe kuri theorem ya Bayes yibwira ko buri kintu cyigenga ukurikije icyiciro.
IbyingenziImirongo ya ROC na AUC
Umurongo wa ROC utegura uburyo urwego rutandukanya ibyiciro bibiri murwego rwose rushoboka, kandi AUC ikomatanya uwo murongo wose mumibare imwe.
IbyingenziImibare yo kwitiranya ibintu
Matrix yo kwitiranya ni imbonerahamwe yoroshye ivunagura ibyateganijwe muburyo bukwiye kandi butari bwo kuri buri cyiciro.
IbyingenziIbicuruzwa bitandukanye
Kubogama kubogamye gusobanura impamvu icyitegererezo gishobora kunanirwa muburyo bworoshye cyangwa bukomeye.
Kurangiza gusoma? Garagaza.
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