Kedis ku xidhan hagaha · Dhexdhexaad Heerka

Socodka hawada Apache ee ML Workflows Quiz

Codso ku tiirsanaanta hawsha socodka hawada, isku-dayga, iyo dib-u-buuxinta socodka shaqada ML, oo ​​ay ku jiraan xeerarka kiciya ee go'aaminaya marka ay hawluhu diyaar u yihiin inay socdaan.

Wadooyinka haga ee la xidhiidhaApache Airflow ee Hababka ML
Su'aal 1 ee 8

Gudaha Apache Airflow, waa maxay soo saarista xudunta u ah in lagu qeexo socodka shaqada?

Horudhac su'aal kasta8 su'aalo

Jawaabaha iyo sharraxaadaha waxay soo baxayaan markaad qaadanayso kediska.

  1. Gudaha Apache Airflow, waa maxay soo saarista xudunta u ah in lagu qeexo socodka shaqada?
    • A YAML
    • Aragtida SQL
    • A DAG (Directed Acyclic Graph) oo ku qoran Python
    • Buug xusuus qor Jupyter ah
  2. Doorkee bay socodka hawadu inta badan ka ciyaartaa dhuumaha ML?
    • Waxay abaabushaa oo dejisaa hawlaha ku shaqeeya nidaamyada kale
    • Waxay si toos ah ugu tababartaa moodooyinka barasho qoto dheer GPU-yada
    • Waxay kaydisaa muuqaalada vector ee xusuusta
    • Waxay u adeegtaa saadaasha moodeelka HTTP
  3. Waa kuwee dhismaha socodka hawada loo isticmaalo in lagu sugo xaalad dibadda ah, sida fayl soo gala kaydinta?
    • Doorsoome
    • Barkad isku xidhka
    • Macro
    • Dareemaha
  4. Muxuu socodka hawadu 'dib-buuxinta' kuu ogolaanaya inaad samayso?
    • Tirtir DAG duug ah oo si joogto ah u shaqeeya
    • Ku socodsii DAG taariikho badan oo hore si dib loogu habeeyo xogta taariikhiga ah
    • Siri xogta xogta badan
    • Dami jadwalaha si ku meel gaar ah
  5. Waa maxay qaybta Airflow ee go'aamisa goorta tusaalooyinka hawlaha u qalma inay la jadwaleyaan?
    • Jadwalaha
    • The graph view in the web UI
    • A model’s feature encoder
    • The artifact file itself
  6. Waa maxay 'jadwalka xog-ogaalka ah' ee lagu soo bandhigay noocyada cusub ee socodka hawada?
    • Siraynta dhammaan xogta dhex marta hawlaha
    • Si toos ah u calaamadeynaya xogta tababarka
    • Yaraynta tirada GPU-yada hawl kasta
    • Kicinta DAGs marka kaydka xogta la cusboonaysiiyo halkii laga ahaan lahaa saacad go'an
  7. An Airflow cleanup task must run after upstream tasks finish even if one fails. Which setting controls this behavior?
    • The number of model layers
    • The cleanup task’s trigger rule
    • The feature normalization method
    • The UI theme selected for the DAG
  8. A team backfills three months of ML feature data in Airflow. What makes repeating an interrupted task safer?
    • Appending duplicate outputs each time it retries
    • Ignoring the run’s historical date
    • An idempotent operation with the correct historical inputs
    • Changing the training labels on every retry