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.

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

I-AI ebonakalayo

Umbono-Ulimi-Action Models for Robotics

Amamodeli we-Vision-Language-Action (VLA) amanethiwekhi amakhulu e-neural athatha izithombe zekhamera kanye nomyalelo obhaliwe kanye nemiyalo yemoto yerobhothi ephuma ngokuqondile.

2 min fundaFunda

I-AI ebonakalayo

Inqubomgomo Yokusabalalisa Yokulawula Irobhothi

I-Diffusion Policy isebenzisa umqondo ofanayo wokwenza umsindo ngemuva kwezijeneretha zesithombe ezifana ne-Stable Diffusion ekulawuleni irobhothi: esikhundleni sokubikezela isenzo esisodwa esilandelayo...

2 min fundaFunda

Okuyisisekelo

Amamodeli Womhlaba kanye Nabalingisi Abafundile

Imodeli yomhlaba inethiwekhi ye-neural efunda ukubikezela ukuthi indawo ishintsha kanjani ngokuhamba kwesikhathi, ivumele i-AI 'icabange' imiphumela yesikhathi esizayo ngaphambi kokuthatha isinyathelo.

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

Ubuchwepheshe

I-ROUGE kanye ne-BLEU Evaluation Metrics

I-ROUGE kanye ne-BLEU amamethrikhi azenzakalelayo anamandla okuqhathanisa umbhalo okhiqizwe ngomshini nezinkomba zabantu.

2 min fundaFunda

I-AI ebonakalayo

I-Make-A-Video Text-to-Video

I-Make-A-Video iwuhlelo luka-Meta luka-2022 olushintsha ukwaziswa kombhalo ube isiqeshana sevidiyo esifushane ngaphandle kokuqeqeshwa ngamapheya anelebula yombhalo-vidiyo.

2 min fundaFunda

I-AI ebonakalayo

Izithombe ze-Cascades ze-Imagen

Ividiyo ye-Imagen iyisistimu ka-Google ka-2022 yokuthumela umbhalo kuye kuvidiyo eyakha isiqeshana ngenqwaba yamamodeli ayisikhombisa okusabalalisa, ngalinye lingeza ozimele abaningi noma ukulungiswa okuningi.

2 min fundaFunda

I-AI ebonakalayo

I-CogVideo ne-CogVideoX

I-CogVideo (2022) yayiyimodeli yokuqala enkulu evulekile yombhalo-kuya-vidiyo, futhi i-CogVideoX (2024) ingumlandeli wayo ovuleleke kakhulu okwazi ukuvela eTsinghua/Zhipu AI.

2 min fundaFunda

Izinhlelo zokusebenza

I-AI ku-Music Mastering and Mixing

Amathuluzi e-AI okuba ngompetha kanye nokuxuba ahlaziya ibhalansi yefrikhwensi yethrekhi, ukuphakama, namandla, bese esebenzisa ngokuzenzakalelayo i-EQ, ukucindezela, nokukhawulela ukuze ayenze...

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