01
I-AI Foundations
Qonda ukuthi iyini i-AI, ukuthi amasistimu afunda kanjani, lapho ehluleka khona, kanye nendlela yokwahlulela izimangalo ngaphandle kokukhohlisa.
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.
02
Umsebenzisi we-AI onesibophezelo
Sebenzisa i-AI ngendlela ekhiqizayo kuyilapho uvikela ubumfihlo, ubheka imiphumela, futhi ulondoloza ukuziphendulela komuntu.
03
I-AI emsebenzini
Linganisa izimo zokusetshenziswa kwendawo yokusebenza, sebenzisa abashayeli bezindiza abaphephile, kala inani, futhi uxhumane nezinguquko ngokuzibophezela.
04
Inqubomgomo ye-AI Nomphakathi
Hlaziya izinhlelo ze-AI ngokusebenzisa amalungelo, ukulingana, ukubusa, ukuphepha, kanye nemiphumela yenzuzo yomphakathi.
05
Ukwakha nge-AI Systems
Qonda amamodeli olimi, ukubuyisa, abasebenzeli, ukuhlola, izindleko, nokuvikela ukusetshenziswa ngokuklama kwesistimu okusebenzayo.
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
Ulwazi Distillation
Ukukhishwa kolwazi kuqeqesha imodeli encane 'yomfundi' ukulingisa imodeli 'yothisha' enkulu, enembile.
UbuchwephesheIngxube Yochwepheshe
I-Mixture of Experts (i-MoE) iwumklamo oyimodeli ehlukanisa inethiwekhi ibe amanethiwekhi amancane amaningi akhethekile futhi ivule ambalwa kuphela okokufaka ngakunye.
OkuyisisekeloUkushumeka
Ukushumeka kuguqula amagama, izithombe, noma enye idatha ibe izinhlu zezinombolo (ama-vector) ukuze izinto ezifanayo zigcine zisondelene endaweni enobukhulu obuphezulu.
OkuyisisekeloUkwenza amathokheni
Ukwenza amathokheni kuyisinyathelo esisika umbhalo ube izingcezu ezincane ezibizwa ngokuthi amathokheni, amayunithi imodeli yolimi efundwa ngempela futhi ibikezele.
OkuyisisekeloUbunjiniyela besici
Ubunjiniyela besici kuwubuciko bokuguqula idatha eluhlaza ibe okokufaka okufundisayo (izici) ezisiza imodeli ukuthi ifunde.
UbuchwephesheImodeli Quantization
Ukulinganisa kwemodeli kuncipha inethiwekhi ye-neural ngokugcina izinombolo zayo ngamabhithi ambalwa, ngakho imodeli efanayo isebenza ngokushesha nangezingxenyekazi zekhompuyutha ezincane.
UbuchwephesheImfundo Ehlanganisiwe
Ukufunda okuhlanganyelwe kuqeqesha imodeli eyabiwe kuwo wonke amadivayisi noma izinhlangano eziningi ngaphandle kokuqoqa idatha yazo eluhlaza endaweni eyodwa.
OkuyisisekeloIzihlahla Zezinqumo Namahlathi Angahleliwe
Isihlahla sesinqumo senza izibikezelo ngokubuza uchungechunge lwemibuzo elula ethi yebo/cha, njenge-flowchart.
OkuyisisekeloSekela Imishini Ye-Vector
Umshini we-vector yokusekela (i-SVM) iyi-algorithm yakudala ehlukanisa amaqembu amabili ngokudweba umngcele obanzi kakhulu phakathi kwawo.
OkuyisisekeloUkuncishiswa kobukhulu
Ukwehliswa kobukhulu kunciphisa idatha ukusuka kumakholomu amaningi (izici) kwehle kuye kwezimbalwa kuyilapho kugcinwa ukwakheka okubalulekile.
OkuyisisekeloDlulisa Ukufunda
Ukudlulisa ukufunda kusebenzisa kabusha imodeli esivele iqeqeshiwe kudathasethi enkulu futhi iyivumelanisa nomsebenzi omusha, ohlobene.
OkuyisisekeloUkufunda Okuzigadile
Ukufunda okuzigadile kuqeqesha amamodeli kudatha engenamalebula ngokusungula umsebenzi impendulo yawo efihliwe ngaphakathi kwedatha ngokwayo.
Uqedile ukufunda? Ake usikhombise sibone.
Hlola okufundile ngombuzo wesihloko, bese uhlola izifundo zethu ezihlelekile noma usebenzela ukuthola isitifiketi. Wonke umhlahlandlela uhlala ukhululekile ukufunda.