Umtapo wezincwadi we-AI wamahhala

Funda i-AI.Mahhala phakade.

1019 imihlahlandlela yesiNgisi esicacile, izindlela zokufunda ezihlelekile, nomtapo wolwazi ovulekile — wakhiwe inhlangano engenzi nzuzo ye-501(c)(3) ezimele ukuze noma ubani aqonde i-AI yesimanje.

1019Iziqondiso zamahhala
9Amathrekhi esihloko
~2 minNgomhlahlandlela
~34hIsikhathi sokufunda

Qala lapha

Ezinhlanu izifundo ezisekelwe emiphumeleni

Isifundo ngasinye sihlanganisa imiphumela esobala, amakhono afakwe kumephu, imisebenzi yokuzilolonga, kanye netshe eliyinhloko elisetshenzisiwe.

Amathrekhi esihloko

Phequlula ngethrekhi

Gxumela endaweni oyikhathalelayo. Wonke amathrekhi anemihlahlandlela eminingi yesiNgisi esilula.

OkuyisisekeloImiqondo eyinhloko: ukuthi i-AI isebenza kanjani ezingeni eliphezulu.84 abaqondisi Ulimi lwe-AIAma-LLM, i-NLP, i-ChatGPT, ukwaziswa, nokuqonda umbhalo.155 abaqondisi I-AI ebonakalayoUkwakhiwa kwesithombe, umbono wekhompyutha, ividiyo, kanye nomklamo.133 abaqondisi Umsindo we-AIIzwi, umculo, i-podcasting, kanye ne-AI yokuqala yomsindo.117 abaqondisi IzinkampaniAmaphrofayili we-OpenAI, Anthropic, Google, Meta, nokunye.121 abaqondisi Izinhlelo zokusebenzaIvela kanjani i-AI ekubhaleni amakhodi, usesho, ama-ejenti, nempilo yansuku zonke.111 abaqondisi IzimboniI-AI kwezokunakekelwa kwempilo, ezezimali, imfundo, amandla, nokuningi.91 abaqondisi UbuchwephesheAma-chips, ukulungisa kahle, i-RAG, ama-vector, nengqalasizinda ye-AI.177 abaqondisi UmphakathiUkuchema, ubumfihlo, i-copyright, ukuphepha, nekusasa le-AI.30 abaqondisi

Umtapo wolwazi ogcwele

Zonke iziqondiso

1019 kwe 1019 imihlahlandlela ebonisiwe. Hlunga ngethrekhi noma sesha ngenhla.

Ubuchwepheshe

Ngokujulile Separable Convolutions

Ukujula okuhlukanisekayo kuhlanganisa ukuguquguquka okujwayelekile kube izinyathelo ezimbili ezishibhile, kunqamula inani lokuphindaphinda namapharamitha.

2 min fundaFunda
Ubuchwepheshe

I-Dilated and Atrous Convolutions

Ama-convolutions anwetshiwe (okubizwa nangokuthi ama-atrous convolutions) afaka izikhala phakathi kwezisindo zokuhlunga ukuze uhlamvu lumboze indawo enkulu ngaphandle kokwengeza imingcele.

2 min fundaFunda
Ubuchwepheshe

Amanethiwekhi Omgwaqo Omkhulu kanye Nokuxhumana Kweqa

Ukweqa ukuxhumeka vumela ulwazi lweqe izendlalelo ezidlule, futhi amanethiwekhi emigwaqo enguthelawayeka abe inguqulo yangaphambi kwesikhathi esesangweni yalo mbono.

2 min fundaFunda
Ulimi lwe-AI

I-ELECTRA Pretraining

I-ELECTRA iyindlela ephumelela kakhudlwana yokuqeqesha amamodeli olimi kusengaphambili ngokuwafundisa ukubona amagama mbumbulu esikhundleni sokuqagela afihliwe.

2 min fundaFunda
Ulimi lwe-AI

RoBERTa Training Recipe

I-RoBERTa ibonise ukuthi i-BERT yayingaqeqeshwa kahle kakhulu: ngokulungisa iresiphi esikhundleni sezakhiwo, yabeka amarekhodi ebhentshimakhi amasha.

2 min fundaFunda
Ulimi lwe-AI

I-XLNet Permutation Modeling

I-XLNet ihlanganisa umongo wokuqondiswa kabili we-BERT nokubikezela okuzenzakalelayo kwe-GPT ngokuqeqesha phezu kokuhleleka kwamagama okungahleliwe.

2 min fundaFunda
Ubuchwepheshe

Ukuzijwayeza Kwesizinda

Ukuzijwayeza kwesizinda kuyisethi yamasu okwenza imodeli eqeqeshwe ohlotsheni olulodwa lwedatha (isizinda somthombo) sisebenze kahle ohlotsheni oluhlukile kodwa oluhlobene lwedatha...

2 min fundaFunda
Ulimi lwe-AI

Isihlahla Semicabango

I-Tree of Thoughts (ToT) iwuhlaka olukhuthazayo oluvumela imodeli yolimi ukuthi ihlole izindlela zokucabanga eziningi ngokuhambisana, njengamagatsha esihlahla, esikhundleni salokho...

2 min fundaFunda
Ulimi lwe-AI

Ukuqopha Ukuvumelana Kokuvumelana

Ukuzivumelanisa ngokwakho kuyisu lokuhlukanisa amasampula amaningi ezindlela zokucabanga ezisuka kumodeli yolimi bese kukhethwa impendulo iningi labo elivumelana ngayo.

2 min fundaFunda
Okuyisisekelo

K-Means Clustering

I-K-Means iyi-algorithm engagadiwe ehlunga idatha ngokuzenzakalelayo ibe ngamaqembu angu-K ngokuthola izikhungo zeqoqo.

2 min fundaFunda
Okuyisisekelo

K-Omakhelwane Abaseduze

I-K-Nearest Neighbors (KNN) ihlukanisa iphoyinti ledatha elisha ngokubheka izibonelo eziseduze zika-K nokuthatha ivoti leningi.

2 min fundaFunda
Okuyisisekelo

Logistic Regression

Ukwehla kokuhleleka kubikezela amathuba okuthi okuthile kungokwesigaba, njengogaxekile noma hhayi ugaxekile, ngokukhipha isamba esinesisindo ngejika elimise okuka-S.

2 min fundaFunda

Uqedile ukufunda? Ake usikhombise sibone.

Hlola okufundile ngombuzo wesihloko, bese uhlola izifundo zethu ezihlelekile noma usebenzela ukuthola isitifiketi. Wonke umhlahlandlela uhlala ukhululekile ukufunda.

Hlola okufundileThola isitifiketiNikelaFunda inhloso yethu