VIP Exclusive
LFC Lakehouse Fundamentals Certification VIP Practice Exam
LFC — The Databricks Lakehouse Fundamentals (LFC) is a free accreditation exam offered by Databricks, consisting of approximately 45 multiple-choice questions with a 60-minute time limit and a 70% passing threshold, covering lakehouse architecture, Delta Lake, Unity Catalog, Databricks SQL, MLflow, and data engineering concepts.
30
Questions
60m
Time Limit
70.00%
To Pass
Question 1 of 30👑 VIP
A data engineering team is migrating from a traditional two-tier architecture (data lake + data warehouse) to a lakehouse. Their primary concerns are eliminating data duplication, reducing ETL complexity, and enabling both SQL analytics and machine learning on the same data. Which characteristic of the lakehouse architecture MOST directly addresses all three of these concerns simultaneously?
Questions 2–30 and full explanations are VIP-exclusive.