Brik de done
Databricks platform la buy boole done ak IA buy boole ingenieur done, jàngat ak jàngu masin ci benn 'lakehouse'.
Résumé
It matters because it lets companies manage huge datasets and build AI directly where their data already lives.
Plongeur bu xóot
Ñi njëkka sos Apache Spark ñoo sos Databricks ci atum 2013, ñoom ñooy Ali Ghodsi ak Matei Zaharia, ñu bokk ci AMPLab bu UC Berkeley. Li gëna fës ci xalaatam mooy 'lakehouse'—mu boole dencukaay bu yomb te yomb ci lak done ak wóor ak kàttanu dencukaay done, te formaa tablo Delta Lake bi ubbeeku moo ko mëna def. Ci kaw dafa toog Catalog Unity ngir nguur, MLflow ngir topp jàngat, ak Databricks Runtime tabax ci kaw Spark. Ci 2023 Databricks dafa jënd MosaicML ci ganaw ga mu génne DBRX, muy xeetu làkk bu yaatu bu ubbeeku, di màndargaal pivot bu dëgër ci IA buy defar. Leegi platform bi mungi jaay ap 'Platform bu Xarañteg Done' ngir tabax ak ligeeyal ay ndawu juntuwaay yu bees ci ay done yu ligeeyukaay yi.
Gis-gis xarala
Ci core bi, Databricks dafay doxal ordinatër yuñ séddale ci Apache Spark, di xaaj liggéey yu mag yi ci masin yu bari. Delta Lake dafay yokk jëflante ACID ak ab journal jëflante ci kaw dencukaay bu yomb, suko defee lak done yi di doxalee ni base de done. MLflow dafay yamale dundu ML—topp daw yi, modeli emballage yi, ak yoriinu jëfandikoo gi. Ngir IA buy defar, jumtukaayi IA Mosaic dañuy jëflante ak fine-tuning, seetlu vecteur, ak sarwis model, may liggéeyukaay yi ñu tabax ay assistant yuñ yokk ci seet ci done yiñ yor.
njeextalu pexe
Pexem jaaykat
Kartu yoonu jaaykat yi ñooy wane man-man yi sa ekip mëna tabax ci kanam.
Njëgg ak budget
Anamu jënd ak jaay ak tànneefi dugal dañu am njeexital ci njëg ak risk ci diir bu xawa yàgg.
Risk ak kaaraange
Li liggéeyukaay bi di ñaax mooy tëral ni produit bi di doxee, kaaraange gi ak ubbeeku gi.
Ëlëgu Databricks
Databricks mingi daw ngir nekk barab bi liggéeyukaay yi di tabax IA ci seeni done, di joŋante ak Snowflake ak cloud giants yi. Xaarandil dugal xaalis bu bari ci ndawu juntuwaay yu bees yi, seet buñ yamale, ak jumtukaay yuy may ñi nekkul ay kàngam ñu laaj ay done ci làkk wiñ nàmp. Paryeem yi ubbeeku (Delta Lake, MLflow, DBRX) seen mébet mooy tëju ci séddoo xalaat ci di am xaalis ci liggéey ak nguur. Ak njëgu privé bu yéeg ba asamaan ak spekulaasioŋ IPO bu dëgër, Databricks mingi taxawal lakehouse bi muy substrat biñ jagleel IA biy defar liggéeyukaay yi.
Doxal ci àdduna dëgg
Jaaykat detaay dafay doxal guddi gu nekk ay liggéey Spark ci Databricks ngir defar ay miliyaar ciy dokimaa njaay ci ay tablo yu sell ngir seetlu ëlëg.
Benn ekipu science ci done dafay jëfandikoo MLflow ci kaw Databricks ngir topp jàngat yi ak dugal xeetu wax luy am ci churn.
Benn bànk dafa tabax chatbot buñ yor ak seetug vecteur Mosaic AI buy tontu laaj yi ci këyitu politik yi ci biir bànk bi.
Benn kuréel jàngat dafay jëfandikoo Delta Lake ngir joxe ay done yu wóorul, ay tablo jëflante ngir tablo BI.
Risk yi ak balustrade yi
Koom-koomu ubbite mën na raw stabilite ci def liggéeyu defar dëgg.
Njëg yi ci API wala coppite ci sàrt yi mën nañu dindi xalaat yi ci guddi gi.
Dependence ci benn jaaykat dafay yokk njëgu tëjug ak migraasioŋ.
Roadmap ngir samp gi
Saytu sa fournisseur yi nga jëfandikoo sa liggéey ak say done.
Xoolaat mbir yu nëbbu, kaaraange ak sàrti yoon balaa ngay boole.
Fexe am palaŋu fallback ci model yi wala jaaykat yi.
Xool notu génne yi suko defee coppite yi ci kàrtu yoon du jaaxal ekip yi.
Weyal di banneexu
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Laaj yi ñuy faral di laaj
What is Databricks?
Databricks platform la buy boole done ak IA buy boole ingenieur done, jàngat ak jàngu masin ci benn 'lakehouse'. Dafa am solo ndax dafay may liggéeyukaay yi ñu mëna yor ay done yu bari ba noppi tabax IA ci barab bi seen done jota dëkk.
Ban projet open-source moo sos Databricks?
Defarkatu Apache Spark yu bawoo ci AMPLab bu UC Berkeley ñoo tàmbali Databricks ci 2013.
Lan mooy boole architecture 'lakehouse' bi?
Lakehouse dafa boole dencukaay lak yu yomb te yomb ak wóor ak gaawaay bu tollu ci depo.
Ban xeetu tablo ubbeeku mooy jox Databricks done lak jëflante ACID?
Delta Lake dafay yokk ab këyitu jëflante ak gaaraati ACID ci kaw dencukaay mbir yu yomb.
Lu ñuy jëfandikoo MLflow ci Databricks?
MLflow dafay yamale toppu daw yi, xeetu emballage yi ak yoriinu dugal gi.
Ban xeetu jënd ak ubbeeku moo siñaale pivot Databricks ci IA buy defar?
Databricks jënd na MosaicML ci 2023 ba noppi genne xeetu DBRX bu ubbeeku, di màndargaal push IA buy defar.