Umtapo wezincwadi we-AI wamahhala

Ulimi lwe-AI abaqondisiMahhala phakade.

155 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.

155Iziqondiso zamahhala

1Amathrekhi esihloko

~2 minNgomhlahlandlela

~5hIsikhathi sokufunda

Qala lapha

Ezinhlanu izifundo ezisekelwe emiphumeleni

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

I-AI Foundations

Qonda ukuthi iyini i-AI, ukuthi amasistimu afunda kanjani, lapho ehluleka khona, kanye nendlela yokwahlulela izimangalo ngaphandle kokukhohlisa.

~4h ukuqedelaBuka inkambo

Umsebenzisi we-AI onesibophezelo

Sebenzisa i-AI ngendlela ekhiqizayo kuyilapho uvikela ubumfihlo, ubheka imiphumela, futhi ulondoloza ukuziphendulela komuntu.

~5h ukuqedelaBuka inkambo

I-AI emsebenzini

Linganisa izimo zokusetshenziswa kwendawo yokusebenza, sebenzisa abashayeli bezindiza abaphephile, kala inani, futhi uxhumane nezinguquko ngokuzibophezela.

~6h ukuqedelaBuka inkambo

Inqubomgomo ye-AI Nomphakathi

Hlaziya izinhlelo ze-AI ngokusebenzisa amalungelo, ukulingana, ukubusa, ukuphepha, kanye nemiphumela yenzuzo yomphakathi.

~6h ukuqedelaBuka inkambo

Ukwakha nge-AI Systems

Qonda amamodeli olimi, ukubuyisa, abasebenzeli, ukuhlola, izindleko, nokuvikela ukusetshenziswa ngokuklama kwesistimu okusebenzayo.

~8h ukuqedelaBuka inkambo

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

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

Ulimi lwe-AI

I-Word2Vec Skip-Gram ne-CBOW

I-Word2Vec iwuhlelo lwango-2013 oluvela ku-Google efunda ama-vectors amagama aminyene ngokubikezela amagama avela komakhelwane, iguqule ulimi lube i-geometry lapho...

2 min fundaFunda

Ulimi lwe-AI

IGlove Global Vectors

I-GloVe (Global Vectors for Word Representation) iyindlela yokushumeka yase-Stanford ka-2014 efunda ama-vectors amagama ngokuqondile ngokubala okwenzekayo emhlabeni wonke...

2 min fundaFunda

Ulimi lwe-AI

Ukushumeka kwegama elingaphansi kwe-FastText

I-FastText iyindlela ka-2016 ye-Facebook AI emele igama ngalinye njengesikhwama sohlamvu n-grams, ngakho-ke ingakha ama-vector ngisho namagama angakaze awabone ngesikhathi...

2 min fundaFunda

Ulimi lwe-AI

I-ELMo Contextual Embeddings

I-ELMo (Ukushumeka Okusuka Kumamodeli Olimi) kwaba impumelelo yango-2018 enikeza igama ngalinye ukumelwa okulotshwe umusho walo, ngakho 'ibhange' 'ebhange lomfula' liyahluka...

2 min fundaFunda

Ulimi lwe-AI

Matryoshka Representation Embeddings

I-Matryoshka Representation Learning (MRL) iqeqesha ukushumeka ukuze ulwazi olubaluleke kakhulu lupakishwe kubukhulu bokuqala, okukuvumela ukuthi unciphise isikhathi eside...

2 min fundaFunda

Ulimi lwe-AI

I-ColBERT ne-Multi-Vector Retrieval

I-ColBERT imele idokhumenti ngayinye futhi ibuze ngamavekhtha amaningi weleveli yamathokheni esikhundleni seyodwa, bese ithola amaphuzu ahambisanayo ngokufanisa yonke ithokheni yombuzo nokuhamba phambili kwayo...

2 min fundaFunda

Ulimi lwe-AI

I-Constituency Parsing

Ukuhlaziya indawo yokhetho kwephula umusho ube imishwana ebekwe esidlekeni njengamabinza amabizo nemishwana yezenzo, okuveza ukwakheka kwawo kolimi njengesihlahla.

2 min fundaFunda

Ulimi lwe-AI

I-Lemmatization kanye ne-Stemming

I-stemming kanye no-lemmatization kokubili kunciphisa amagama abe yifomu lesisekelo ukuze 'ukugijima', 'gijima', 'nokugijima' kuthathwe njengomqondo owodwa.

2 min fundaFunda

Ulimi lwe-AI

I-TF-IDF kanye namamodeli we-Bag-of-Words

Isikhwama samagama sishintsha umbhalo ube isibalo samagama sokuziba ukuhleleka, futhi i-TF-IDF ikala lezo zibalo eziyivelakancane, amagama ahlukile abaluleke kakhulu kunalawo ajwayelekile.

2 min fundaFunda

Ulimi lwe-AI

Ama-Cross-Encoder vs Bi-Encoder

Izindlela ezimbili ze-neural models ziqhathanisa umbhalo: ama-bi-encoders ashumeka ucezu ngalunye ngokuhlukene ukuze useshe ngokushesha, kuyilapho izishumeki ezihlanganisayo zifunda yomibili imibhalo ndawonye ukuze zibe phezulu...

2 min fundaFunda

Ulimi lwe-AI

I-Abstractive vs Isifinyezo Esikhiphayo

Amasu amabili okuncipha kombhalo: isifinyezo esithathayo sikopisha imisho ebaluleke kakhulu izwi nezwi, kuyilapho ukufingqa okufingqiwe kubhala okusha...

2 min fundaFunda

Ulimi lwe-AI

Ukugadwa Kwenqubo Yezibalo

Ukugadwa kwenqubo kuklomelisa imodeli yesinyathelo ngasinye esilungile ochungechungeni lokucabanga, hhayi nje impendulo yokugcina.

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 okufundile Thola isitifiketi Nikela Funda inhloso yethu