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.

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

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

Umsindo we-AI

I-Wav2Letter Convolutional ASR

I-Wav2Letter iwuhlelo lokuqaphela inkulumo kusukela ekupheleni ukuya ekupheleni oluvela ku-Facebook AI olusebenzise kuphela amanethiwekhi e-convolutional neural, akukho ukuphindeka.

2 min fundaFunda

Umsindo we-AI

Jasper futhi QuartzNet ASR

I-Jasper ne-QuartzNet zingamamodeli e-NVIDIA aqaphela inkulumo eguquguqukayo kusukela ekupheleni kuya ekupheleni, kanti i-QuartzNet iwuhlelo oluncane kakhulu, olusebenzayo lokuklama kabusha…

2 min fundaFunda

Ulimi lwe-AI

Perplexity kanye namamethrikhi olimi

Perplexity umphumela wakudala wokuthi imodeli yolimi 'imangazwe' kangakanani ngombhalo wangempela - okuphansi kusho ukuthi ibikezela amagama ngokuzethemba okukhulu.

2 min fundaFunda

Ulimi lwe-AI

I-LoRA kanye Nokushuna Okusebenzayo Kwepharamitha

I-LoRA ikuvumela ukuthi wenze ngendlela oyifisayo imodeli enkulu eqeqeshwe kusengaphambili ngokuqeqesha kuphela isethi encane yesisindo esisha esikhundleni sazo zonke izigidigidi.

2 min fundaFunda

Umphakathi

Ukuhlasela komjovo osheshayo

Umjovo osheshayo yilapho iziyalezo ezifihliwe noma ezinonya ziduna isistimu ye-AI ukuze izibe imithetho yayo futhi yenze lokho okufunwa umhlaseli.

2 min fundaFunda

Ulimi lwe-AI

I-AI yomthethosisekelo

I-Constitutional AI iyindlela Anthropic yokuqondanisa amamodeli kusetshenziswa isethi yezimiso ezibhaliwe - 'umthethosisekelo' - ngakho i-AI izigxeka futhi ibuyekeze eyakhe...

2 min fundaFunda

I-AI ebonakalayo

Ama-Vision Transformers

Ama-Vision Transformers (ViTs) asebenzisa i-architecture ye-transformer enika amandla ChatGPT ezithombeni, ephatha isithombe njengokulandelana kwamapeshi esikhundleni segridi...

2 min fundaFunda

I-AI ebonakalayo

Stable Diffusion

I-Stable Diffusion imodeli evulekile yomthombo wombhalo uye esithombeni, ekhishwe yi-Stability AI ngo-2022, ekhiqiza izithombe ngokususa kancane kancane umsindo endaweni engahleliwe…

2 min fundaFunda

I-AI ebonakalayo

Midjourney

Midjourney iyisevisi edumile yezentengiso yombhalo uye esithombeni eyaziwa ngemiphumela yayo emangazayo, enobuhle obuphezulu kanye nomsuka wayo njenge-Discord bot.

2 min fundaFunda

Okuyisisekelo

I-Overfitting and Underfitting

I-overfitting yilapho imodeli ibamba ngekhanda idatha yayo yokuqeqeshwa futhi yehluleka ezibonelweni ezintsha; underfitting yilapho kulula kakhulu ukuthwebula iphethini yangempela.

2 min fundaFunda

Okuyisisekelo

Ukwenziwa njalo

I-Regularization iqoqo lamasu acindezela ngamabomu imodeli ukuze ihlanganise idatha entsha esikhundleni sokubamba ngekhanda isethi yokuqeqeshwa.

2 min fundaFunda

Ubuchwepheshe

I-Batch Normalization

I-Batch normalization iyindlela ebeka kabusha okokufaka kusendlalelo ngasinye senethiwekhi ye-neural ngesikhathi sokuqeqeshwa, okwenza amanethiwekhi ajulile aqeqeshe ngokushesha nangaphezulu...

2 min fundaFunda

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