IA ci sistemu xalaat
Sistem yiy xelal nit ñi mooy IA biy tànn ci anam wu tekkaaral li ngay seetaan, jënd ak scroll ci li ci topp.
Résumé
Dañuy dugal xaalis bu bari ci liggéeyukaay yu melni Netflix, Amazon, YouTube, ak Spotify.
Plongeur bu xóot
Liggéeyu recommandeur mooy xam li jëfandikukat bi di bëgga ci katalog bu yaatu bi. Ñaari xeeti segg yiñ gëna xam ñooy segg lëkkaloo, muy seet motif yi ci jëfandikukat yi ('nit ñu melni yaw bëgg nañu itam lii'), ak segg bu lalu ci ëmbiit, mooy méngale man-mani mbir yi ak say tànneef yu njëkk. Sistem yu bees yi dañu boole loolu ba noppi yokk ci jàng bu xóot: reso neuronal yi dañu jàng embeddings yu dëgër ngir jëfandikukat yi ak mbir yu nuróo bëgg-bëgg ñu toog seen biir ci espace vecteur. Netflix siiwal na xam-xam boobu ak neexal bu tollu ci $1M, tay sistem yooyu ñooy dooleel feed bu YouTube, digle produit yu Amazon, Spotify's Discover Weekly, ak xëtu TikTok's For You. Dañuy indi jaaxle itam, ndax gëna xéewale ngir jëflante rek mën na sosal ay bubble filtre ba noppi yokk ëmbiit liy drog wala polarise.
Gis-gis xarala
Factorisasioŋ matrix bi nekkoon na lu am solo: dafay wane matrix bi jëfandikukat bi di jëfandikoo bu bariwul, muy produit bu ñaari matris yu gëna ndaw yu am facteur yu nëbbu, suko defee jëfandikukat bu nekk ak item bi nekk vecteur bu gàtt. Produit point bu jëfandikukat bi ak vecteur item bi mooy wax luy waaja am ci note bi. Modèle yu xóot yi dañuy yokk lii ci segg neuronal ak architecture yu am ñaari tour yuy jël kàndidaa yi ci saa si, su ko defee modelu rang bi leen jox poñ. Tàmbali bu sedd, di digal jëfandikukat yu bees wala mbir yu bees, mingi wéy di nekk jafe-jafe bu dëgër bopp.
njeextalu pexe
Tabax tànneef
Ni ñuy jëmmale aplikaasioŋ bi mooy wane ndax IA dafay gëna baaxal njariñ yi.
Ekip ak def liggéey
Integraasioŋ bu baax ci def liggéey dafay jur njariñu liggéey bu jëfandikukat yi mëna wóolu.
Risk ak kaaraange
Jëfandikoo bu jaar yoon dina wàññi coono coppite ak risku samp gi.
Ëlëgu IA ci sistemu xalaat
Recommandeur yi dañu gëna jëm ci contexte ak waxtaan. Modèle làkk yu mag yi dañu lay may nga laaj xalaat ci làkk wiñ nàmp, nga leeral li tax ñu tànnee dara, waaye model multimodal yi dañuy boole xalaat ci mbind, nataal, audio ak wideo. Xaarandil ñu gëna fësal satisfaksioŋ bu yàgg ci klike yu ñor yi, boole ci sàrt yuy puus ngir leer ak doxalal jëfandikukat bi ci kaw algorithm bi. Pexem sàmm kàddu yu nëbbu yu melni on-device ak recommandation federale itam ñu ngi gëna am solo.
Doxal ci àdduna dëgg
Netflix dafay digal ay mbummbaay ba ci méngale nataal yu ndaw yi lalu ci jaar-jaaru seetaan
Spotify's Discover Weekly defarna limu playlist buñ personaalise bu lalu ci segg buñ lëkkaloo ci déglukat yu am xeetu bëgg-bëgg bu noonu mel
Amazon's 'kiliyaan yi jëndoon lii itam jënd nañu' ak xëtu dalal bi ñuy digal produit yi di dawal paccum njaay bu bari
Xëtu TikTok's For You dafay gaaw jàng tànneef ci waxtu seetaan, replays, ak tëb ngir rang wideo yu gàtt yi
Risk yi ak balustrade yi
Otomatise procédure bu yàqu mën na yokk jafe-jafe yi fi nekk.
Ekip yi mën nañu otomatise lu ëpp ba noppi dindi àtteb nit ñi.
Kalite mën na wàññeeku sudee duñu wéy di jàngat li ñuy génne.
Roadmap ngir samp gi
Defal kàrt ni liggéey bi di doxee leegi nga ràññee jéego bi gëna am jafe-jafe.
Mandargal barabu saytu nit balaa otomatisasioŋ bu mat sëkk.
Taggat jëfandikukat yi ci ay laaj, yooni eskalaasioŋ ak seeni sàrti kalite.
Toppal njariñu niveau liggéey bi ngir firndeel valeur buy wéy.
Weyal di banneexu
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Gis bi ci topp
Sistem yiy xelal IA
Laaj yi ñuy faral di laaj
Luy IA ci sistemu recommandé?
Sistem yiy xelal nit ñi mooy IA biy tànn ci anam wu tekkaaral li ngay seetaan, jënd ak scroll ci li ci topp. Dañuy dugal xaalis bu bari ci liggéeyukaay yu melni Netflix, Amazon, Youtube ak Spotify.
Lan mooy segg lëkkaloo?
Seggal lëkkaloo dafay wut jëfandikukat yu nuróo bëgg-bëgg ba noppi digal li ñu bëgg, xalaatu 'nit ñu melni yaw itam bëgg nañu ko'.
Lan la segg ëmbiit li di jëfandikoo ngir joxe xalaat?
Seggal ëmbiit li dafay méngale màndarga yi ak màndarga yi nga bëggoon bu njëkk.
Ban jafe-jafe la faktorisasioŋ matriks di saafara ci ñiy xelal nit ñi?
Factorisasioŋ matrix dafay xaaj matrix biy joxe note ci ay vecteur jëfandikukat yu ndaw ak ay vecteur item yu produit dot yi di wax luy waaja am ci note yi.
Luy jafe-jafe 'tàmbali bu sedd'?
Tambali bu sedd mooy jafe-jafe joxe xalaat yu baax sudee am done yu néew wala amul benn done ci jëfandikukat bu bees wala mbir bu bees.
Ban competition moo jàppale ñu siiwal gëstub recommandation?
Neexal bu $1M bu Netflix dafa ñaax ekip yi ñu gëna suqali seen xayma ci note yi, ba noppi tax ñu am jéego yu am solo ci wàll wi.