LATEST 2024 Fundamentals of the Databricks Lakehouse Platform Accreditation QUESTIONS WITH 100% SOLUTIONS LATEST UPDATE 2024

Maintaining and improving data quality is a major goal of modern data engineering. Which of the following contributes directly to high levels of data quality within the Databricks Lakehouse Platform? Select two responses. - ANSWER schema evolution, Data expectations enforcement Which of the following describes how the Databricks Lakehouse Platform makes data governance simpler? Select one response - ANSWER Unity Catalog provides a single governance solution across workload types and clouds. Data organizations need specialized environments designed specifically for machine learning workloads. Which of the following is made available by Databricks as part of Databricks Machine Learning to support machine learning workloads? Select four responses. - ANSWER Built-in automated machine learning development, Support for distributed model training on big data, Optimized and preconfigured machine learning frameworks, Built-in real- time model serving Unity Catalog offers improved Lakehouse data object governance and organization capabilities for data segregation. Which of the following is a consequence of using Unity Catalog to manage, organize and segregate data objects? Select one response. - ANSWER Databricks SQL Data sharing has traditionally been performed by proprietary vendor solutions, SSH File Transfer Protocol (SFTP), or cloud-specific solutions. However, each of these sharing tools and solutions comes with its own set of limitations. As a result, Databricks helped to develop the solution, Delta Sharing. Which of the following describes Delta Sharing as a solution for data sharing? Select one response. - ANSWER Delta Sharing is a multicloud, open-source solution to securely and efficiently share live data from the lakehouse to any external system. Which of the following describes what challenges a data organization would likely face when migrating from a data warehouse to a data lake? Select two responses. . - ANSWER There are increased security and privacy concerns in a data lake. There are increased data reliability issues in a data lake Which of the following is a security feature made available in the Databricks Lakehouse Platform by Unity Catalog? Select two responses. - ANSWER Fine-grained access control on data objects. Single-source-of-truth identity management Which of the following describes the motivation for the creation of the data lakehouse? Select one response. - ANSWER Organizations needed a single, flexible, high- performance system to support data, analytics, and machine learning workloads. In the past, a lot of data engineering resources needed to be contributed to the development of tooling and other mechanisms for creating and managing data workloads. In response, Databricks developed and released a declarative ETL framework so data engineers can focus on helping their organizations get value from their data Which of the following technologies is being described above? Select one response. - ANSWER Delta Live Tables Which of the following Databricks Lakehouse Platform services or capabilities provides a data warehousing experience to its users? Select one response. - ANSWER Databricks SQL