01
Fondation IA
Xam luy IA, ni sistem yi di jàngee, fan lañuy lajj, ak ni ñuy àttee kàddu yi te duñu yëngu.
Bibliothèque IA gratuite
Jàng IA.Moom ba fàww.
1019 guide yu leer ci Àngle, yooni jàng yuñ yamale, ak bibliotek bu ubbeeku — bi 501(c)(3) mbootaay bu moom boppam tabax ngir ku nekk mëna xam IA bu bees bi.
1019Gid yu amul fayda
9topic topic
~2 minguide bu nekk
~34hJamonoy jàng
Tambalil fii
Juroom njàngale yu lalu ci njariñ
Njang moomu dafay àndaale ak ay njariñ yu leer, ay mënin yuñ mëna def ci kàrt, ay liggéey yuñ ciy jëfandikoo, ak benn capstone buñ jëfandikoo.
02
Jëfandikukat IA bu am responsabilite
Jëfandikool IA ci anam wu am njariñ boole ci aar sa bopp, saytu li ñuy génne, ba noppi baña bàyyi xel ci nit ñi.
03
IA ci liggéey
Saytu anam yi ñuy jëfandikoo ci barabu liggéey bi, def ay pilote yu wóor, natt valeur yi, te joxe xibaar ci coppite yi ci anam wu jaar yoon.
04
Politigu IA ak Askan
Jàngat sistem IA ci yelleef, yamale, nguur, kaaraange ak njariñu njariñu ñépp.
05
Tabax ak sistem IA
Xam xeeti làkk yi, seetlu yi, ndawu liggéey yi, jàngat yi, njëg yi, ak kaaraange jëfandikoo gi jaaraleko ci jëmmal sistem bi.
topic topic
Saytu ci piste
Tëmb ci barab bi nga bëgg. Bépp track amna guide yu bari ci Àngle bu leer.
Fondamentaal yiBaatu-jàngat yi: ni IA di doxee ci dayo bu kawe.84 tegtal IA làkkLLMs, PNL, ChatGPT, laaj, ak xam mbind.155 tegtal IA buy waneDefar nataal, xool ordinatër, wideo ak jëmmal.133 tegtal Audio IABaat, music, podcast, ak IA bu njëkk ci audio.117 tegtal Sosiete yiProfil yu OpenAI, Anthropic, Google, Meta, ak yeneen.121 tegtal Aplikaasioŋ yiNaka IA di feeñee ci kodage, seetlu, ndawu liggéey ak dundu bis bu nekk.111 tegtal Liggéeyukaay yiIA ci wàllu faju, xaalis, njàng, kuuraŋ ak yeneen mbir.91 tegtal XaralaPuce yi, ajustement bu baax, RAG, vecteur ak jumtukaayi IA.177 tegtal Askan wiTeg sa bopp, nëbbëtu, yelleefu moomeel, kaaraange, ak ëlëgu IA.30 tegtal
Bibliothèque bu mat
guide yépp
1019 de 1019 tegtal yi ñu wane. Seggal ci track wala seetlu ci kaw.
Sosiete yi
Modèle Zhipu GLM
Zhipu AI sosiete bu Beijing la bu juddoo ci Tsinghua, nekk ci ginaaw famiy GLM (Modèlu làkk wiñ yamale).
Sosiete yiTencent Hunyuan
Hunyuan mooy famiy Tencent bi nekk ci biir kër ga, di model IA yu mag yu lalu ci bind, nataal, 3D ak wideo.
XaralaKubeflow ak orkestraasioŋu tuyo ML
Kubeflow jumtukaay la bu ubbeeku buy doxal masin di jàng ci Kubernetes, di soppi modelu tàggat ak dugal ci luñu mëna defaraat, ci conteneur...
XaralaApache Airflow ngir liggéey ML
Apache Airflow platform la bu ubbeeku ngir bind, waajal ak saytu ni liggéey bi di doxee ni kode.
XaralaMLflow ak topp dundu model
MLflow platform open-source la ngir mëna yoriinu dundu jàngu masin, dalee ko ci topp jàngat ba ci defar model ak dugal ko.
XaralaParallelism eksper ngir liggéey MoE
Parallelism expert dafay xaaj xeetu 'expert' yu bari yu feed-forward ci GPU yu wuute suko defee aparey bu nekk tëye benn wàll ci parametre yi.
XaralaParalelismu toppalante ak bàyyi xel
Parallelism ci toppalante dafay xaaj benn toppalante bu gudd ci GPU yu bari ci dimension token (waxtu), te Ring Attention dafay may GPU yooyu ñu xayma...
XaralaAktiwisaasioŋ xaymawaat kompromis
Recomputation biy tàmbali (gradient wala checkpointing biy tàmbali) dafay sakkanal mémoire GPU bi ci diiru tàggat yaram ci sànni diggante yi ci paas bi ci kanam...
Liggéeyukaay yiIA ci pajum baayima
IA dafay jàppale veterineer yi ñu mëna jàng rayon X yi, teela xam feebar bi, ak yoriinu këyitu klinik yi.
Liggéeyukaay yiIA ci infirmiye
IA dafay jàppale infirmiye yi ci këyitu liggéey, teela artu ci malaad yiy gëna ñakk kaarange, ak taggatkat yu gëna am xel, di leen may ñu mëna faj seen bopp.
Liggéeyukaay yiIA ci toppatoo mag ñi
IA dafay jàppale mag ñi ñu mëna dëkk ci jàmm, moom seen bopp ci seen kër jaaraleko ci gis daanu, fàttaliku garab yi, ak jumtukaayi àndadoo, boole ci jàppale ñi leen di toppatoo.
Liggéeyukaay yiIA ci àll bi
IA dafay jàppale boroom àll yi ñu mëna saytu àll yu yaatu yi jaaraleko ci satelit yi ak drone yi, teela gis lakk yu tàng yi ak peste yi, ba noppi waajal góob buy yàgg.
Jeexal nga jàng? Firndeel ko.
Saytu li nga jàngee ci ab topic quiz, ba noppi nga seet sunuy njàngale yuñ yamale wala nga liggéey ngir am sertifikaa. Bépp guide mën nga ko lire.