Imibare
Databricks ni data hamwe na AI ihuza amakuru yububiko, isesengura, hamwe no kwiga imashini kumurongo umwe 'Lakehouse'.
Incamake
It matters because it lets companies manage huge datasets and build AI directly where their data already lives.
Kwibira cyane
Databricks yashinzwe mu 2013 n’abashizeho umwimerere wa Apache Spark, barimo Ali Ghodsi na Matei Zaharia, muri AMPLab ya UC Berkeley. Igitekerezo cyasinywe ni 'Lakehouse' - ihuza ububiko buhendutse, bworoshye bwo kubika ikiyaga cyamakuru hamwe no kwizerwa no gukora mububiko bwamakuru, bushobojwe nimiterere yimeza ya Delta Lake. Hejuru hicaye Cataloge yubumwe kubuyobozi, MLflow yo gukurikirana igerageza, hamwe na Databricks Runtime yubatswe kuri Spark. Mu 2023 Databricks yaguze MosaicML nyuma isohora DBRX, icyitegererezo kinini cyururimi, byerekana pivot iganisha kuri AI ibyara. Ihuriro ubu ryamamaza 'Data Intelligence Platform' yo kubaka no gukorera abakozi ba AI kumibare yimishinga.
Ubushishozi
Muri rusange, Databricks ikora ibarwa kuri Apache Spark, igabanya imirimo minini mumatsinda yimashini. Ikiyaga cya Delta kongeramo ibikorwa bya ACID hamwe nigikorwa cyo kugurisha hejuru yububiko buhendutse, bityo ibiyaga byamakuru bitwara neza nkububiko. MLflow isanzwe yubuzima bwa ML - gukurikirana kwiruka, kwerekana ibicuruzwa, no gucunga ibyoherejwe. Kubyara umusaruro wa AI, ibikoresho bya AI bya Mosaic bikora neza-neza, gushakisha vector, hamwe na moderi ikorera, kureka ibigo byubaka abafasha-bongerewe-bafasha-kurwanya amakuru ategekwa.
Ingaruka z'Ingamba
Vendor strategy
Ibishushanyo mbonera byabacuruzi bigira ingaruka kubiranga ikipe yawe ishobora kubaka ubutaha.
Igiciro na bije
Amagambo yubucuruzi nuburyo bwo kohereza bigira ingaruka kubiciro byigihe kirekire ningaruka.
Risk and safety
Isosiyete ishimangira gushiraho ibicuruzwa bitemewe, igihagararo cyumutekano, no gufungura.
Kazoza ka Databricks
Databricks irushanwa kuba ahantu ibigo byubaka AI kumibare yabyo, irushanwa na Snowflake n'ibihangange by'igicu. Tegereza ishoramari ryinshi mubakozi ba AI, kugenga kugarura, hamwe nibikoresho byemerera abatari abahanga kubaza amakuru mururimi karemano. Isoko ryayo ifunguye (Delta Lake, MLflow, DBRX) igamije gufunga ibitekerezo mugihe amafaranga yo gukorera no kuyobora. Hamwe nikirere-hejuru cyigenga cyihariye hamwe nibitekerezo bya IPO bihamye, Databricks irashyira ikiyaga nka substrate isanzwe kubikorwa bya AI bitanga umusaruro.
Gushyira mu bikorwa Isi
Umucuruzi akora nijoro Spark akazi kuri Databricks kugirango atunganyirize miriyari yibicuruzwa byagurishijwe mumeza asukuye yo guhanura.
Itsinda ryubumenyi bwamakuru rikoresha MLflow kuri Databricks kugirango ikurikirane ubushakashatsi no gukoresha icyitegererezo cya churn-guhanura.
Banki yubaka ikiganiro kiyobowe na Mosaic AI vector isubiza ibibazo hejuru yinyandiko za politiki yimbere.
Itsinda ryisesengura rikoresha Delta Lake kugirango ritange amakuru yuzuye ikiyaga cyizewe, imbonerahamwe yubucuruzi kububiko bwa BI.
Ingaruka & Kurinda
Gutangiza amatangazo arashobora gusumbya ituze mubikorwa nyabyo byakazi.
Ibiciro bya API cyangwa guhindura politiki birashobora guhagarika ibitekerezo ijoro ryose.
Abashoramari bonyine bishingira byongera gufunga no kwimuka.
Igishushanyo mbonera
Suzuma abatanga serivisi ukoresheje imirimo yawe bwite na datasets.
Ongera usuzume ubuzima bwite, umutekano, namategeko mbere yo kwishyira hamwe.
Komeza gahunda yo gusubira inyuma kurugero cyangwa abacuruzi.
Kurikirana inyandiko zisohora kugirango impinduka zumuhanda ntizitangaje amakipe.
Komeza Ubushakashatsi
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Ubuyobozi bukurikira
ElevenLabs
Ibibazo bikunze kubazwa
What is Databricks?
Databricks ni data hamwe na AI ihuza amakuru yubuhanga, isesengura, hamwe no kwiga imashini kumusingi umwe 'Lakehouse'. Nibyingenzi kuko ireka ibigo gucunga imibare nini kandi ikubaka AI aho amakuru yabo asanzwe atuye.
Databricks yashinzwe nabashizeho umwimerere nuwuhe mushinga ufungura isoko?
Databricks yatangijwe muri 2013 nabashinzwe Apache Spark bo muri AMPLab ya UC Berkeley.
Ubwubatsi bwa 'Lakehouse' buhuza iki?
Lakehouse ihuza ububiko bwikiyaga bworoshye, buhendutse hamwe nububiko bwo mu rwego rwo kwizerwa n'umuvuduko.
Ni ubuhe buryo bwo gufungura imbonerahamwe butanga amakuru ya Databricks yibiyaga bya ACID?
Ikiyaga cya Delta kongeramo ibicuruzwa na garanti ya ACID hejuru yububiko bwibintu bihendutse.
Niki MLflow ikoreshwa kuri Databricks?
MLflow isanzwe ikurikirana ikurikirana, imiterere yo gupakira, hamwe no gucunga ibyoherejwe.
Ni ubuhe buryo bwo kugura no gufungura byerekana ibimenyetso bya Databricks yerekeza kuri AI ibyara umusaruro?
Databricks yaguze MosaicML mu 2023 hanyuma isohora moderi ya DBRX ifunguye, ibyo bikaba byerekana ko AI itera imbaraga.