Bricks data
Databricks bụ data na ikpo okwu AI nke na-ejikọ injin data, nyocha na mmụta igwe n'otu ntọala 'ọdọ mmiri'.
Nchịkọta
Ọ dị mkpa n'ihi na ọ na-ahapụ ụlọ ọrụ ijikwa nnukwu datasets wee wuo AI ozugbo ebe data ha bibu.
Ime miri emi
E hiwere databricks na 2013 site n'aka ndị izizi Apache Spark, gụnyere Ali Ghodsi na Matei Zaharia, sitere na AMPLab UC Berkeley. Echiche mbinye aka ya bụ 'ụlọ ọdọ'—ijikọta ọnụ ala, nchekwa nchekwa nke ọdọ data yana ntụkwasị obi na arụmọrụ nke ụlọ nkwakọba ihe data, nke usoro tebụl Delta Lake mepere emepe na-enyere ya aka. N'elu ọdụ katalọgụ ịdị n'otu maka ọchịchị, MLflow maka nyocha nnwale, yana Databrick Runtime wuru na Spark. Na 2023 Databricks nwetara MosaicML wee wepụta DBRX, ụdị asụsụ mepere emepe, na-egosi isi ike na-ebute AI. Ikpo okwu ugbu a na-ere ahịa 'Data Intelligence Platform' maka iwulite na ijere ndị ọrụ AI ozi na data ụlọ ọrụ.
Nghọta nka nka
Na isi ya, Databricks na-agbakọ mkpokọta kesara na Apache Spark, na-ekewa nnukwu ọrụ n'ofe ụyọkọ igwe. Ọdọ mmiri Delta na-agbakwụnye azụmahịa ACID na ndekọ azụmahịa n'elu nchekwa ihe dị ọnụ ala, yabụ ọdọ mmiri data na-akpa àgwà dị ka ọdụ data. MLflow na-ahazi okirikiri ndụ ML-nsochi ọsọ, ụdị nkwakọ ngwaahịa, na ijikwa mbugharị. Maka nrụpụta AI, ngwaọrụ Mosaic AI na-ejikwa nlegharị anya nke ọma, nyocha vector, na ijere ihe nlere anya, na-ahapụ ụlọ ọrụ ka ha wulite ndị enyemaka eweghachite ozugbo megide data ndị achịkọtara.
Mmetụta atụmatụ
Atụmatụ ndị na-ere ahịa
Ụzọ ndị na-ere ahịa na-emetụta atụmatụ ndị otu gị nwere ike ịrụ na-esote.
Ọnụ ego na mmefu ego
Usoro azụmahịa na nhọrọ mbugharị na-emetụta ọnụ ahịa ogologo oge yana ihe egwu.
Ihe ize ndụ na nchekwa
Ihe mkpali ụlọ ọrụ na-akpụzi ndabara ngwaahịa, ọnọdụ nchekwa, na oghere.
Ọdịnihu nke Databrick
Databricks na-agba ọsọ ka ọ bụrụ ebe ụlọ ọrụ na-ewu AI na data nke ha, na-asọ mpi Snowflake na igwe ojii. Na-atụ anya itinye ego siri ike na ndị nnọchi anya AI, iweghachite ndị na-achị achị, yana ngwaọrụ ndị na-ahapụ ndị na-abụghị ndị ọkachamara ka ha jụọ data n'asụsụ eke. Nzọ isi mmalite ya (Delta Lake, MLflow, DBRX) bu n'obi igbachi n'uche mgbe ị na-enweta ego na ọrụ ọchịchị. Site na ntule nzuzo dị elu nke mbara igwe yana ntule IPO na-aga n'ihu, Databrick na-edobe ụlọ ọdọ mmiri dị ka ihe ndabere maka nrụpụta AI nke ụlọ ọrụ.
Mmejuputa n'ezie n'ụwa
Onye na-ere ahịa na-arụ ọrụ Spark kwa abalị na Databricks iji hazie ọtụtụ ijeri ndekọ ahịa n'ime tebụl dị ọcha maka ịkọ amụma.
Ndị otu sayensị data na-eji MLflow na Databricks iji soro nnwale na ibuga ụdị amụma amụma.
Otu ụlọ akụ na-eji Mosaic AI vector search na-aza ajụjụ gbasara akwụkwọ amụma ime ụlọ nkata nkata na-achị.
Otu nyocha na-eji Delta Lake inye ọdọ mmiri data adịghị mma nke a pụrụ ịdabere na ya, tebụl azụmahịa maka bọọdụ BI.
Ihe ize ndụ & okporo ụzọ nche
Mwepụta ọkwa nwere ike karịa nkwụsi ike na usoro nrụpụta n'ezie.
Ọnụ ahịa API ma ọ bụ mgbanwe amụma nwere ike imebi echiche n'otu abalị.
Ndabere otu onye na-ere ahịa na-abawanye mkpọchi na ọnụ ahịa mbugharị.
Map mmejuputa
Nyochaa ndị na-eweta ọrụ site na iji ọrụ nke gị na nhazi data.
Nyochaa nzuzo, nchekwa na usoro iwu tupu njikọta.
Jikwaa atụmatụ ọdịda n'ofe ụdị ma ọ bụ ndị na-ere ahịa.
Nyochaa ndetu mwepụta ka mgbanwe map ụzọ ghara iju ndị otu anya.
Nọgide na-eme nchọpụta
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Ntuziaka na-esote
ElevenLabs
Ajụjụ a na-ajụkarị
Kedu ihe bụ Databricks?
Databricks bụ data na ikpo okwu AI nke na-ejikọ injin data, nyocha na mmụta igwe n'otu ntọala 'ọdọ mmiri'. Ọ dị mkpa n'ihi na ọ na-ahapụ ụlọ ọrụ ijikwa nnukwu datasets wee wuo AI ozugbo ebe data ha bibu.
Ndị mbụ kere ọrụ nke mepere emepe ka tọrọ ntọala databricks?
Ndị nrụpụta Apache Spark sitere na UC Berkeley's AMPLab malitere databricks na 2013.
Kedu ihe ụlọ 'Lakehouse' na-ejikọta?
Ụlọ ọdọ mmiri ahụ na-ejikọta ebe nchekwa ọdọ mmiri na-agbanwe agbanwe, dị ọnụ ala yana ntụkwasị obi-ọkwa ụlọ nkwakọba ihe yana ọsọ.
Kedu ụdị okpokoro mepere emepe na-enye Databricks data ọdọ mmiri ACID azụmahịa?
Ọdọ mmiri Delta na-agbakwunye ndekọ azụmahịa yana nkwa ACID n'elu nchekwa ihe dị ọnụ ala.
Kedu ihe MLflow na-eji na Databricks?
MLflow na-ahazi usoro nleba anya, ụdị nkwakọ ngwaahịa, yana ijikwa mbugharị.
Kedu nnweta na ihe ngosi mepere emepe gosipụtara isi Databricks maka nrụpụta AI?
Databricks nwetara MosaicML na 2023 wee wepụta ụdị DBRX mepere emepe, na-aka akara ntinye AI ya.