Tubalin bayanai
Databricks wani dandali ne na bayanai da AI wanda ke haɓaka injiniyan bayanai, nazari, da koyon injin akan tushe ɗaya 'lakehouse'.
Dubawa
It matters because it lets companies manage huge datasets and build AI directly where their data already lives.
Zurfafa nutsewa
An kafa Databrick a cikin 2013 ta ainihin masu ƙirƙirar Apache Spark, gami da Ali Ghodsi da Matei Zaharia, daga AMPLab na UC Berkeley. Tunanin sa hannun sa shine 'Lakehouse'-haɗa arha, mai sassauƙa ma'ajiyar tafkin bayanai tare da amintacce da aikin ma'ajiyar bayanai, wanda buɗaɗɗen tsarin tebur Lake Lake ke aiki. A saman yana zaune Catalog na Unity don mulki, MLflow don bin diddigin gwaji, da Databrick Runtime wanda aka gina akan Spark. A cikin 2023 Databricks ya sami MosaicML kuma daga baya ya fito da DBRX, babban samfurin yare mai buɗewa, yana nuna alamar mahimmanci ga haɓaka AI. Dandali yanzu yana tallata 'Dandalin Intelligence Platform' don ginawa da hidimar wakilan AI akan bayanan kasuwanci.
Fahimtar Fasaha
A ainihin sa, Databricks yana gudanar da lissafin rarraba akan Apache Spark, yana raba manyan ayyuka a cikin gungu na inji. Kogin Delta yana ƙara ma'amalar ACID da ma'amalar ma'amala a saman ma'ajiyar abu mai arha, don haka tafkunan bayanai suna aiki da dogaro kamar bayanan bayanai. MLflow yana daidaita tsarin rayuwar ML - gudanar da bin diddigi, ƙirar marufi, da sarrafa turawa. Don haɓaka AI, kayan aikin Mosaic AI suna ɗaukar daidaitawa mai kyau, binciken vector, da sabis na ƙirar ƙira, barin kamfanoni su gina mataimakan da aka haɓaka kai tsaye akan bayanan da ake gudanarwa.
Dabarun Tasiri
Dabarun mai siyarwa
Taswirorin hanyoyin tallace-tallace suna yin tasiri ga abubuwan da ƙungiyar ku za ta iya ginawa na gaba.
Kudin da kasafin kuɗi
Sharuɗɗan kasuwanci da zaɓuɓɓukan turawa suna shafar farashi da haɗari na dogon lokaci.
Haɗari da aminci
Ƙwararrun kamfani suna siffanta ɓangarorin samfur, yanayin aminci, da buɗewa.
Makomar Databrick
Databrick yana tsere don zama wurin da kamfanoni ke gina AI akan bayanan nasu, suna fafatawa da Snowflake da gizagizai. Yi tsammanin saka hannun jari mai nauyi a cikin wakilan AI, dawo da mulki, da kayan aikin da ke barin waɗanda ba ƙwararru ba su nemi bayanan tambaya a cikin yare na halitta. Fare-faren budaddiyar sa (Lake Delta, MLflow, DBRX) yana da niyya don kulle tunani yayin yin kuɗi da hidima da mulki. Tare da babban kima mai zaman kansa na sama da tsayayyen hasashe na IPO, Databrick yana sanya gidan lake a matsayin tsoho don haɓakar kasuwancin AI.
Aiwatar da Gaskiyar Duniya
Dillali yana gudanar da ayyukan Spark na dare akan Databricks don aiwatar da biliyoyin bayanan tallace-tallace a cikin tebur mai tsabta don tsinkaya.
Ƙungiyar kimiyyar bayanai tana amfani da MLflow akan Databricks don bin diddigin gwaje-gwaje da tura samfurin tsinkaya.
Wani banki yana gina hanyar sadarwa ta gwamnati tare da binciken Mosaic AI vector wanda ke amsa tambayoyi kan takaddun manufofin cikin gida.
Ƙungiya mai ƙididdiga tana amfani da tafkin Delta don ba da tabkin bayanai mara kyau abin dogaro, tebur na ma'amala don dashboards BI.
Hatsari & Tsare-tsare
Sanarwar ƙaddamarwa na iya ƙetare kwanciyar hankali a cikin ayyukan samarwa na gaske.
Farashin API ko sauye-sauyen manufofi na iya karya zato cikin dare.
Dogaro mai siyarwa guda ɗaya yana ƙara kulle-kulle da farashin ƙaura.
Taswirar Hanya
Kimanta masu samarwa ta amfani da ayyukan ku da saitin bayanai.
Yi bitar sirri, tsaro, da sharuɗɗan doka kafin haɗin kai.
Kula da tsarin koma baya a cikin samfura ko masu siyarwa.
Saka idanu bayanin kula don haka canje-canjen taswirar hanya kada suyi mamakin ƙungiyoyi.
Ci gaba da Bincike
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Jagora na gaba
ElevenLabs
Tambayoyin da ake yawan yi
What is Databricks?
Databricks wani dandali ne na bayanai da AI wanda ke haɓaka injiniyan bayanai, nazari, da koyon injin akan tushe ɗaya 'lakehouse'. Yana da mahimmanci saboda yana bawa kamfanoni damar sarrafa manyan bayanan bayanai kuma su gina AI kai tsaye inda bayanan su ke rayuwa.
Databricks aka kafa ta asali masu yin aikin bude-source?
Masu kirkiro na Apache Spark daga UC Berkeley's AMPLab sun fara aiki a cikin 2013 Databrick.
Menene haɗin ginin 'lakehouse'?
Gidan tafkin ya haɗu da sassauƙa, ma'ajin tafkin mai arha tare da amincin darajar sito da sauri.
Wanne tsarin tebur da aka buɗe yana ba da ma'amalar bayanan tabkin Databricks ACID?
Lake Delta yana ƙara rajistar ma'amala da garantin ACID akan ma'ajin abu mai arha.
Menene MLflow ake amfani dashi akan Databricks?
MLflow yana daidaita ayyukan bin diddigin, ƙirar marufi, da sarrafa turawa.
Wane saye da buɗaɗɗen ƙira ya sigina madaidaicin Databricks zuwa ga haɓakar AI?
Databricks sun sami MosaicML a cikin 2023 kuma sun fito da samfurin DBRX na buɗe, wanda ke nuna alamar turawar AI.