01
Urufatiro rwa AI
Sobanukirwa na AI icyo aricyo, uburyo sisitemu yiga, aho yananiwe, nuburyo bwo guca imanza zidakabije.
Isomero rya AI kubuntu
Ururimi AI KuyoboraUbuntu ubuziraherezo.
155 kuyobora-Icyongereza kiyobora, inzira zo kwiga zubatswe, hamwe nibitabo bifunguye - byubatswe na 501(c)(3) yigenga idaharanira inyungu kugirango umuntu wese yumve AI igezweho.
155Kuyobora kubuntu
1Inzira nyamukuru
~2 minKuyobora
~5hIgihe 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
155 Bya 1019 ubuyobozi bwerekanwe. Shungura kumurongo cyangwa gushakisha hejuru.
Ururimi AI
Ijambo2Vec Skip-Gram na CBOW
Word2Vec ni tekinike ya 2013 kuva Google yiga ibice byamagambo yamagambo ateganya amagambo yabaturanyi babo, guhindura ururimi geometrie aho…
Ururimi AIGloVe Vector
GloVe (Global Vectors for Word Guhagararira Ijambo) ni uburyo bwo gushiramo Stanford 2014 bwiga ibice byamagambo biturutse ku mibare ibera ku isi hose…
Ururimi AIIbice byihuta bya Subword
FastText nuburyo bwa Facebook AI 2016 bwerekana buri jambo nkumufuka wimiterere n-garama, bityo irashobora kubaka ibice ndetse namagambo atigeze abona mugihe…
Ururimi AIELMo Ibishushanyo mbonera
ELMo (Embeddings from Language Models) yari intambwe ya 2018 yahaye buri jambo ishusho yashizweho ninteruro yayo, bityo 'banki' muri 'inkombe yinzuzi' itandukanye…
Ururimi AIIbyapa bya Matryoshka
Kwiga Guhagararira Matryoshka (MRL) guhugura gushiramo kugirango amakuru yingenzi apakirwe mubipimo byambere, bikwemerera kugabanya igihe kirekire…
Ururimi AIColBERT na Multi-Vector Kubona
ColBERT ihagarariye buri nyandiko nibibazo nkibimenyetso byinshi-urwego rwa vectors aho kuba imwe, hanyuma utange amanota ahuza muguhuza buri kibazo cyibimenyetso cyiza…
Ururimi AIInteko ishinga amategeko
Inteko ishinga amategeko isenya interuro mu nteruro zegeranijwe nkinteruro yizina ninteruro yinshinga, byerekana imiterere yikibonezamvugo nkigiti.
Ururimi AILemmatisation na Stemming
Gutsimbarara no gutondeka byombi bigabanya amagambo kumiterere shingiro kugirango 'kwiruka', 'kwiruka', na 'kwiruka' bishobora gufatwa nkigitekerezo kimwe.
Ururimi AITF-IDF na Bag-y-Amagambo Model
Umufuka-w-amagambo uhindura inyandiko mubare wijambo wirengagije gahunda, kandi TF-IDF ipima iyo mibare kuburyo budasanzwe, amagambo atandukanye afite akamaro kuruta ayasanzwe.
Ururimi AIUmusaraba-Encoders vs Bi-Encoders
Inzira ebyiri zerekana imiterere yimyumvire igereranya inyandiko: bi-encoders yashyizemo buri gice ukwacyo kugirango ushakishe byihuse, mugihe cross-encoders isoma ibyanditswe byombi hamwe murwego rwo hejuru…
Ururimi AIAbstract vs Gukuramo Incamake
Ingamba ebyiri zo kugabanya inyandiko: incamake ikuramo ikoporora interuro zingenzi mu magambo, mugihe incamake abstract yandika shyashya…
Ururimi AIKugenzura Inzira Kubitekerezo
Igenzura ryimikorere rihemba icyitegererezo kuri buri ntambwe ikwiye murwego rwo gutekereza, ntabwo igisubizo cyanyuma.
Kurangiza gusoma? Garagaza.
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