01
Gidauniyar AI
Fahimtar abin da AI yake, yadda tsarin ke koya, inda suka kasa, da kuma yadda ake yin hukunci da da'awar ba tare da talla ba.
Laburaren AI kyauta
Na fasaha jagororiKyauta har abada.
177 jagororin turanci a sarari, tsayayyen hanyoyin koyo, da buɗe ɗakin karatu - wanda 501(c)(3) mai zaman kanta ta gina ta yadda kowa zai iya fahimtar AI na zamani.
177Jagoran kyauta
1Waƙoƙin jigo
~2 minKowane jagora
~6hLokacin karatu
Fara a nan
Biyar darussa na tushen sakamako
Kowane darasi ya haɗa da tabbataccen sakamako, ƙwarewar taswira, ayyukan yi, da babban dutse da aka yi amfani da shi.
02
Mai amfani AI mai alhakin
Yi amfani da AI da kyau yayin kare sirri, bincika abubuwan da aka fitar, da kiyaye lissafin ɗan adam.
03
AI a Aiki
Yi ƙididdige shari'o'in amfani da wurin aiki, gudanar da amintattun matukan jirgi, auna ƙima, da sadar da canje-canje cikin gaskiya.
04
Manufar AI & Al'umma
Yi nazarin tsarin AI ta hanyar haƙƙoƙi, daidaito, shugabanci, aminci, da sakamakon amfanin jama'a.
05
Gina tare da AI Systems
Fahimtar ƙirar harshe, maidowa, wakilai, kimantawa, farashi, da tsare-tsaren turawa ta hanyar ƙira mai amfani.
Waƙoƙin jigo
Bincika ta hanya
Tsallaka zuwa yankin da kuke damuwa. Kowace waƙa tana da jagororin bayyanannun Ingilishi da yawa.
Muhimman abubuwaMahimman ra'ayi: yadda AI ke aiki a babban matakin.84 jagorori Harshen AILLMs, NLP, ChatGPT, faɗakarwa, da fahimtar rubutu.155 jagorori Kayayyakin AIƘirƙirar hoto, hangen nesa na kwamfuta, bidiyo, da ƙira.133 jagorori Audio AIMurya, kiɗa, kwasfan fayiloli, da audio-farko AI.117 jagorori KamfanoniBayanan bayanan OpenAI, Anthropic, Google, Meta, da ƙari.121 jagorori Aikace-aikaceYadda AI ke nunawa a cikin coding, bincike, wakilai, da rayuwar yau da kullun.111 jagorori Masana'antuAI a cikin kiwon lafiya, kuɗi, ilimi, makamashi, da ƙari.91 jagorori Na fasahaChips, daidaitawa, RAG, vectors, da kayan aikin AI.177 jagorori Al'ummaBias, keɓantawa, haƙƙin mallaka, aminci, da makomar AI.30 jagorori
Cikakken ɗakin karatu
Duk jagora
177 na 1019 jagororin da aka nuna. Tace ta hanya ko bincike a sama.
Na fasaha
Toolformer da Kai-koyawa Tool
Toolformer hanya ce ta 2023 Meta AI wacce ke ba da damar samfurin harshe ya koyar da kansa lokacin da yadda ake kiran kayan aikin waje kamar kalkuleta, injunan bincike…
Na fasahaWakilin Voyager Minecraft da Laburaren Ƙwarewa
Koyi yadda Voyager ke aiki: wakili na Minecraft AI wanda ke rubuta lamba, adana dabarun sake amfani da shi, kuma yana haɓaka ta hanyar koyo na rayuwa ba tare da sabuntawar gradient ba.
Na fasahaWakilan Ƙarfafawa da Ƙungiyoyin Simulated
Wakilai masu haɓakawa haruffan AI ne waɗanda ke amfani da ƙirar harshe waɗanda ke tunawa, tsarawa, da amsa kamar mutane masu imani.
Na fasahaEpisodic da Semantic Agent Memory
Ma'aikatan AI suna buƙatar nau'ikan ƙwaƙwalwar ajiya na dogon lokaci guda biyu: ƙwaƙwalwar episodic don takamaiman abubuwan da suka faru da suka gabata da ƙwaƙwalwar ma'ana don ainihin gaskiya.
Na fasahaBoye Markov Model
A Hidden Markov Model ya bayyana tsarin da ke tafiya ta cikin ɓoyayyun jihohin da ba za ku iya gani kai tsaye ba, yana fitar da abubuwan gani a hanya.
Na fasahaTsarin Gaussian
Tsari na Gaussian hanya ce mai sassauƙa, marar daidaituwa don ƙirar ayyuka waɗanda ke zuwa tare da ginanniyar ƙididdiga marasa tabbas.
Na fasahaQ-Learning
Q-Learning wani algorithm na ilmantarwa ne na ƙarfafawa wanda ke koyar da wakili wanda ayyuka ke biya mafi kyau ta hanyar koyon ƙimar kowane motsi ta hanyar gwaji…
Na fasahaHanyoyin wasan kwaikwayo-Masu zargi
Hanyoyin wasan kwaikwayo-Critic sun haɗu da xalibai biyu: 'dan wasan kwaikwayo' wanda ke zabar ayyuka da kuma 'mai zargi' wanda ke yin la'akari da yadda waɗannan ayyukan suka yi kyau.
Na fasahaBinciken Bishiyar Monte Carlo
Binciken Bishiyar Monte Carlo (MCTS) shine algorithm na tsarawa wanda ke yanke shawarar mafi kyawun motsi ta zaɓin gina bishiyar bincike da kwaikwayi yawancin yiwuwar gaba.
Na fasahaAdam and Adaptive Optimizers
Adam shine mai inganta dokin aiki a bayan yawancin hanyoyin sadarwa na zamani, yana daidaita ƙimar koyo ta atomatik ga kowane siga.
Na fasahaJadawalin Yawan Koyo
Jadawalin ƙimar koyo yana canza girman mataki yayin horo maimakon riƙe shi a tsaye.
Na fasahaDaidaita Layer
Daidaita Layer yana daidaita horo ta hanyar sake fasalin kunnawa a cikin kowane misali don haka ba su da ma'ana da bambancin raka'a.
Ya gama karantawa? Tabbatar da shi.
Check what you learned with a topic quiz, then explore our structured courses or work toward a certificate. Every guide stays free to read.