Kupanga deta yopangira - mawonekedwe oyesera
Kuyesedwa ndi chitukuko ndi nthumwi mayeso deta ndikofunikira kupereka mayankho aukadaulo apamwamba kwambiri. Muvidiyoyi, Francis Welbie afotokoza kupanga deta yopangidwa kuchokera kumalo oyesera.
Kanemayu adatengedwa kuchokera ku Syntho webinar za chifukwa chiyani mabungwe amagwiritsa ntchito deta yopangira ngati mayeso? Onerani kanema wathunthu pano.
Introduction
Kupanga ma data a Synthetic kwakhala kutchuka pantchito yoyesa mapulogalamu. Ndi maubwino ake ambiri, imapereka mulingo watsopano wosinthika komanso ufulu kumagulu achitukuko. Mu positi iyi, tiwona ubwino ndi zovuta zogwiritsira ntchito deta yopangira poyesa.
Ubwino wa Synthetic Data Generation
- Kudziyimira pawokha komanso kusinthasintha kwamagulu achitukuko: Deta ya Synthetic imapereka njira ina yofananira ndi zenizeni zenizeni, zomwe zimalola magulu achitukuko kuti azigwira ntchito mwaokha komanso mosinthasintha.
- Zoyimira zowunikira komanso zopangira malipoti: Ndi data yopangidwa, magulu otukuka amatha kupanga zomwe zikuyimira zochitika zenizeni padziko lapansi ndipo ndizoyenera kufufuza ndi kupereka malipoti.
- Kupezeka kwa zidziwitso zogawana mkati ndi kunja kwa gulu: Zomwe zapangidwa zitha kugawidwa mkati ndi kunja kwa gulu, zomwe zimapangitsa kuti pakhale mgwirizano komanso kuyesa kosavuta.
- Kuchepetsa ziwopsezo ndi kutayikira kwa data mudongosolo: Zambiri zamakina zimapereka mtendere wamumtima pochepetsa chiwopsezo cha kutayikira kwachinsinsi.
Zovuta za Synthetic Data Generation
- Kuyanjana ndi machitidwe kunja kwa kampani: Kuyanjana ndi machitidwe akunja kungayambitse zovuta pakugwiritsa ntchito deta yopangira poyesa.
- Mavuto aukadaulo mu end-to-end kuyezetsa: Zambiri zopanga zimatha kuwonetsa zovuta zaukadaulo end-to-end kuyesedwa, zomwe ziyenera kuthetsedwa.
- Kufunika kwa njira ya API polumikizana ndi dziko lakunja: Ndi kukwera kwa ma API, njira ya API ndiyofunikira pogwiritsira ntchito deta yopangidwa kuti igwirizane ndi dziko lakunja.
Kutsiliza
Ngakhale kuti deta yopangidwa imabweretsa zovuta, ubwino wake sungathe kunyalanyazidwa. Zimapereka magulu achitukuko kusinthasintha, kudziyimira pawokha, komanso mtendere wamalingaliro. Choncho, m'pofunika kuganizira ubwino ndi kuipa kwa kugwiritsa ntchito deta yopangira komanso momwe ingapindulire poyesa. Ndi kukonzekera koyenera, deta yopangidwa ikhoza kukhala chida chabwino kwambiri choyesera ndi kukonza mapulogalamu abwino.
Zambiri ndizopanga, koma gulu lathu ndi lenileni!
Lumikizanani ndi Syntho ndipo m'modzi mwa akatswiri athu azilumikizana nanu pa liwiro la kuwala kuti awone kufunikira kwa zopanga!