DataRobot: Malo Ophunzirira Makina Ogwira Ntchito Ogwira Ntchito

DataRobot Machine Kuphunzira

Zaka zapitazo, ndimayenera kusanthula ndalama zambiri ku kampani yanga kuti ndiwonetsetse ngati kukweza malipiro kungachepetse kuchuluka kwa ogwira ntchito, ndalama zophunzitsira, zokolola, komanso chikhalidwe cha ogwira ntchito. Ndimakumbukira ndikuyesa mitundu ingapo kwamilungu, ndikumaliza kuti pakhale ndalama. Wotsogolera wanga anali munthu wodabwitsa kwambiri ndipo anandifunsa kuti ndibwererenso kukawayendera kaye tisanapereke malipiro a antchito mazana angapo. Ndinabwerera ndipo ndinayambitsanso manambalawo ... ndi zotsatira zomwezo.

Ndidayenda ndi Director wanga modutsa. Anayang'ana mmwamba ndikufunsa, "Kodi mungapange ndalama pa ntchitoyi?"… Anali wotsimikiza. “Inde.” Pambuyo pake tinakweza malipiro ochepa a omwe amatigwira ntchito ndipo ndalama zomwe tinasunga zidachulukirachulukira pakatha chaka. Zitsanzo zanga zaneneratu yankho lolondola, koma zinali kutali ndi zomwe zingakhudze. Pa nthawiyo, zinali zabwino kwambiri zomwe ndikadatha kuchita popeza Microsoft Access ndi Excel.

Ndikadakhala kuti ndimatha kugwiritsa ntchito makompyuta komanso makina ophunzirira makina omwe akupezeka lero, ndikadakhala ndi yankho mumasekondi, ndikudziwiratu molondola zakusunga mtengo popanda cholakwika chilichonse. DataRobot sichingakhale chopanda chozizwitsa.

DataRobot imathandizira makulidwe onse azitsanzo, zomwe zimathandizira ogwiritsa ntchito kuti apange mwachangu komanso mosavuta mitundu yolondola yolosera. Zokhazokha zomwe zimafunikira ndichidwi ndi chidziwitso - kulemba ma code ndi luso la kuphunzira pamakina ndizosankha kwathunthu!

DataRobot ndi nsanja ya Data Science Apprentices, Business Analysts, Data Scientists, Executive, Software Engineers, ndi IT Professionals kuti apange, kuyesa, ndikusintha mitundu yazidziwitso mwachangu komanso mosavuta. Nayi kanema mwachidule:

Njira yogwiritsira ntchito DataRobot ndi yosavuta:

  1. Ingest deta yanu
  2. Sankhani chandamale chosinthika
  3. Mangani mazana azitsanzo modina kamodzi
  4. Onani mitundu yapamwamba kuti mumve zambiri
  5. Gwiritsani ntchito mtundu wabwino kwambiri ndikulosera

Malinga ndi DataRobot, ma Ubwino Awo Amaphatikizapo:

  • lolondola - Pomwe makina ndi liwiro nthawi zambiri zimabwera chifukwa chakuchita bwino, DataRobot imangopulumutsa pamitundu yonseyo. DataRobot imasakira yokha mamiliyoni amitundu yosakanikirana, njira zopangira deta, kusintha, mawonekedwe, ndi magawo amachitidwe a makina abwino kwambiri ophunzirira deta yanu. Mtundu uliwonse ndiwosiyana - unakonzedwa bwino pakaseti ndi cholosera.
  • liwiro - DataRobot ili ndi injini yoyeserera yofananira yomwe imatha kufikira mazana kapena masauzande amaseva amphamvu kuti afufuze, apange ndikusintha mitundu yophunzirira makina. Masamba akuluakulu? Masamba ambiri? Palibe vuto. Kuthamanga ndi kusasintha kwamachitidwe kumangolekezera pokhapokha pazinthu zowerengera zomwe DataRobot ili nazo. Ndi mphamvu zonsezi, ntchito yomwe inkatenga miyezi tsopano yatsirizidwa m'maola ochepa chabe.
  • Kugwiritsa Ntchito Mosavuta - Mawonekedwe owoneka bwino pa intaneti amalola aliyense kuti azilumikizana ndi nsanja yamphamvu kwambiri, mosasamala za luso komanso luso la kuphunzira pamakina. Ogwiritsa ntchito amatha kukoka ndikutsitsa ndiye kuti DataRobot igwire ntchito yonse kapena atha kulemba mitundu yawo yoyeserera papulatifomu. Zithunzi zowoneka bwino, monga Model X-Ray ndi Feature Impact, zimapereka chidziwitso chakuya komanso kumvetsetsa kwatsopano kwa bizinesi yanu.
  • Zachilengedwe - Kuyanjana ndi chilengedwe chomwe chikukula cha makina ophunzirira makina sikunakhale kosavuta chonchi. DataRobot ikukulitsa nthawi zonse magulu osiyanasiyana osiyanasiyana, apamwamba kwambiri ochokera ku R, Python, H20, Spark, ndi magwero ena, kupatsa ogwiritsa ntchito zida zabwino kwambiri zowunikira pamavuto olosera. Kungodina batani Yoyambira, ogwiritsa ntchito atha kugwiritsa ntchito njira zomwe sanagwiritsepo ntchito kale kapena mwina sazidziwa.
  • Kutumizidwa Mwamsanga - Mitundu yabwino kwambiri yolosera ilibe phindu lililonse kupatula ngati ingagwiritsidwe ntchito mwachangu mu bizinesi. Ndi DataRobot, kutumizira mitundu yolosera kungachitike ndi kungodina mbewa pang'ono. Osati zokhazo, mtundu uliwonse wopangidwa ndi DataRobot umasindikiza kumapeto kwa REST API, ndikupangitsa kuti pakhale kamphepo kaphatikizidwe kogwiritsa ntchito mabizinesi amakono. Mabungwe tsopano atha kupeza phindu pamakampani ophunzirira mphindi zochepa, m'malo modikirira miyezi kuti alembe zolemba ndi kuthana ndi zomangamanga.
  • Ogwira-kalasi - Tsopano kuphunzira pamakina kumeneku kumakulitsa kuchuluka kwa njira zamabizinesi, sizoyeneranso kuti muzitenga ngati chida chachitukuko chokhala ndi chitetezo chochepa, chinsinsi komanso njira zopitilira bizinesi. M'malo mwake, ndikofunikira kuti nsanja yomanga ndi kutumiza mitundu ikhale yolimba, yodalirika komanso yolumikizana bwino ndi chilengedwe cha matekinoloje abungwe.

Sanjani Demo Yamoyo ya DataRobot

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