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

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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

Ukuthuthukisa Okuncamelayo Okuqondile

I-Direct Preference Optimization (DPO) iyindlela yokuvumelanisa amamodeli olimi nokuthandwayo komuntu ngaphandle kokuqeqesha imodeli yomvuzo ehlukile noma ukusebenzisa...

2 min fundaFunda

Ulimi lwe-AI

Ukumodela Komvuzo

Imodeli yomvuzo iyinethiwekhi ye-neural eqeqeshelwe ukubikezela ukuthi inhle kangakanani impendulo ye-AI, esebenza njengokuma okuzenzakalelayo kokwahlulela komuntu.

2 min fundaFunda

Ulimi lwe-AI

I-Proximal Policy Optimization

I-Proximal Policy Optimization (PPO) iyi-algorithm yokufunda eqinisayo ehlotshaniswa kakhulu namamodeli wolimi wokushuna kahle okuvela empendulweni yomuntu.

2 min fundaFunda

Ulimi lwe-AI

I-Beam Search

Ukusesha kwe-Beam kuyisu lokukhipha amakhodi eligcina ukulandelana okuncane okuthembisa kakhulu esinyathelweni ngasinye esikhundleni sokuzibophezela kokukodwa.

2 min fundaFunda

Ulimi lwe-AI

I-Nucleus ne-Top-k Sampling

I-Nucleus (top-p) kanye nesampula ephezulu-k izindlela zokuqopha ezengeza ukungahleliwe okulawulwayo ekukhiqizeni umbhalo ngokukhawulela ukuthi imaphi amathokheni angakhethwa.

2 min fundaFunda

Ulimi lwe-AI

Ukumodela Ulimi Olufihliwe

Ukumodela kolimi olufihliwe kufundisa i-AI ukuthi igcwalise amagama afihliwe ngamabomu isebenzisa umongo ogcwele ozungezile, kokubili kwesokunxele nakwesokudla.

2 min fundaFunda

Ulimi lwe-AI

I-Next-Token Prediction

Ukubikezela kwethokheni elandelayo inhloso elula ekhohlisayo ngemuva kwamamodeli esitayela se-GPT: uma unikezwe yonke into kuze kube manje, qagela ingxenye elandelayo yombhalo.

2 min fundaFunda

Ulimi lwe-AI

Amamodeli Okulandelana-kuya-Ukulandelana

Amamodeli okulandelana-kuya-kulandelana enza imephu yokulandelana kuya kolunye ubude obuhlukile okungenzeka buhluke, njengokuhumusha umusho noma ukufingqa idokhumenti.

2 min fundaFunda

Ulimi lwe-AI

I-Encoder-Decoder Architectures

Izakhiwo ze-Encoder-decoder zihlukanisa imodeli ibe izingxenye ezimbili: eyodwa efunda futhi ecindezela okokufaka kube yisifanekiso esicebile sangaphakathi, nesisodwa...

2 min fundaFunda

Ulimi lwe-AI

Ukunakwa

Ukunaka okuphambene kuyindlela evumela ukulandelana okukodwa kokunye: umbhalo okhiqiza idikhoda ungabheka ukumelwa komfaki khodi kokokufakayo.

2 min fundaFunda

Ulimi lwe-AI

Ukukhohlwa Okuyinhlekelele

Ukukhohlwa okuyinhlekelele kulapho inethiwekhi ye-neural ifunda umsebenzi omusha futhi ilahlekelwe ikhono layo lokwenza imisebenzi ebivele iyingcweti.

2 min fundaFunda

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