Databricks Lethal Rookies
What is Delta Lake - answer Data Warehouse Capabilities on top of cheap, scalable,
open cloud storage
What capabilities does Delta Lake have - answerACID transactions, Time Travel,
Schema enforcements and much more
What is Databricks SQL - answer provides the capabilities customers data warehouses
What does Serverless SQL provide customers - answer near instant compute for SQL
Queries. The compute is within Databricks' cloud environment.
How does Serverless SQL provide instant spin up/down times - answerWarm pools -
SQL Serverless runs on a compute platform that keeps a pool of servers running and
ready to provide secure and isolated compute resources to customers as they need
them
What is ML Flow - answerA lightweight set of open source tools that improve
collaboration and reproducibility of data science work
What 3 tools make up ML Flow - answerexperiment tracking
model registry
ML flow projects
What is experiment tracking - answerRecords input, output of each data science
experiment and allows you to easily reproduce it
What is the model registry - answerA central location for a team to store machine
learning models. Hooks in place to allow for MLOps and governance.
What is ML flow projects - answerCaptures training dependencies and artifacts
automatically.
What capabilities does Unity Catalog provide - answerCentralized data access controls
Robust auditing
Delta sharing
Lineage
Data search and discovery
What is Delta Live Tables - answerManaged data pipeline tool for ETL and structured
streaming
What is Delta Lake - answer Data Warehouse Capabilities on top of cheap, scalable,
open cloud storage
What capabilities does Delta Lake have - answerACID transactions, Time Travel,
Schema enforcements and much more
What is Databricks SQL - answer provides the capabilities customers data warehouses
What does Serverless SQL provide customers - answer near instant compute for SQL
Queries. The compute is within Databricks' cloud environment.
How does Serverless SQL provide instant spin up/down times - answerWarm pools -
SQL Serverless runs on a compute platform that keeps a pool of servers running and
ready to provide secure and isolated compute resources to customers as they need
them
What is ML Flow - answerA lightweight set of open source tools that improve
collaboration and reproducibility of data science work
What 3 tools make up ML Flow - answerexperiment tracking
model registry
ML flow projects
What is experiment tracking - answerRecords input, output of each data science
experiment and allows you to easily reproduce it
What is the model registry - answerA central location for a team to store machine
learning models. Hooks in place to allow for MLOps and governance.
What is ML flow projects - answerCaptures training dependencies and artifacts
automatically.
What capabilities does Unity Catalog provide - answerCentralized data access controls
Robust auditing
Delta sharing
Lineage
Data search and discovery
What is Delta Live Tables - answerManaged data pipeline tool for ETL and structured
streaming
