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
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.
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
155 kwe 1019 imihlahlandlela ebonisiwe. Hlunga ngethrekhi noma sesha ngenhla.
Ulimi lwe-AI
ChatGPT ne-LLMs
Imodeli yolimi enkulu (LLM) iyimodeli eqeqeshelwe ukusebenza ngamaphethini olimini, ngokuvamile ngokubikezela amathokheni asuka kumongo.
Ulimi lwe-AIIzisekelo ze-NLP
Ukucutshungulwa kolimi lwemvelo, noma i-NLP, ukufunda nobunjiniyela bezinhlelo ezisebenza ngolimi lwabantu.
Ulimi lwe-AIAma-Transformers
I-transformer i-neural-network architecture esebenzisa ukunaka ukuhlanganisa ulwazi ngokulandelana.
Ulimi lwe-AIPrompt Engineering
Ubunjiniyela obusheshayo wumkhuba wokuklama nokuhlola imiyalelo nomongo wemodeli ye-AI.
Ulimi lwe-AIAmathuluzi Wokubhala we-AI
AI writing tools generate or revise text from instructions and context.
Ulimi lwe-AIUkuhumusha kwe-AI
AI translation converts meaning between languages using a learned model.
Ulimi lwe-AIUmlando we-GPT
GPT stands for generative pretrained transformer. The early GPT research sequence explored language-model pretraining, broader task transfer, and learning…
Ulimi lwe-AIUmbhalo oya Enkulumweni
Text-to-speech, or TTS, turns written text into spoken audio.
Ulimi lwe-AIInkulumo Kumbhalo
Speech-to-text systems convert spoken audio into a written transcript.
Ulimi lwe-AIUkuhlaziya Imizwa
Sentiment analysis estimates the attitude expressed in text, often using labels such as positive, negative, or neutral.
Ulimi lwe-AIUkuhumusha Ngomshini
Machine translation is automated conversion from a source language to a target language.
Ulimi lwe-AIIqanjwe Ukuqashelwa Kwebhizinisi
Named entity recognition, or NER, identifies spans of text that refer to categories such as people, organizations, and places.
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