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Guide for Databricks-Certified-Associate-Developer-for-Apache-Spark-3.0

Quiz Databricks-Certified-Associate-Developer-for-Apache-Spark-3.0

10/100 Questions|Updated on 2023/09/25
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4.6

Quiz

1/10
Batch Processing with Spark
What is batch processing in Spark?
Select the answer
1 correct answer
A.
Processing a stream of data in real-time
B.
Processing a large amount of data at once
C.
Processing data in parallel across multiple clusters
D.
Processing data using machine learning algorithms

Quiz

2/10
Cluster Management and Optimization
In Databricks, which cluster manager is responsible for scheduling the execution of jobs and managing resources in the cluster?
Select the answer
1 correct answer
A.
Spark Cluster Manager
B.
Job Scheduler
C.
Databricks Runtime
D.
Apache Hadoop YARN

Quiz

3/10
Data Integration and Storage
What is the primary purpose of data integration in Apache Spark?
Select the answer
2 correct answers
A.
To merge multiple datasets into a single dataset
B.
To transform and clean data for analysis
C.
To store data in a distributed file system
D.
To schedule and manage data processing jobs

Quiz

4/10
Databricks Platform
Which of the following is NOT a feature of the Databricks Platform?
Select the answer
1 correct answer
A.
Collaborative workspace
B.
Unified analytics engine
C.
Machine learning library
D.
Real-time streaming

Quiz

5/10
Graph Processing with GraphX
What is the primary data structure used for graph processing in GraphX?
Select the answer
1 correct answer
A.
DataFrame
B.
Dataset
C.
Graph
D.
RDD

Quiz

6/10
Introduction to Apache Spark
What is Apache Spark?
Select the answer
1 correct answer
A.
A programming language used for data analysis
B.
A distributed computing system for big data processing
C.
An operating system for managing data centers
D.
A database management system for structured data

Quiz

7/10
Machine Learning with Spark MLlib
Which of the following algorithms is NOT supported by Spark MLlib for machine learning?
Select the answer
1 correct answer
A.
Linear Regression
B.
Decision Tree
C.
Random Forest
D.
Support Vector Machine

Quiz

8/10
Spark DataFrames and Datasets
What is a DataFrame in Apache Spark?
Select the answer
1 correct answer
A.
A distributed collection of data organized into named columns
B.
A collection of unstructured data
C.
A graph representation of data in Spark
D.
A machine learning algorithm in Spark

Quiz

9/10
Spark SQL
Which of the following is a feature of Spark SQL?
Select the answer
4 correct answers
A.
Ability to run SQL queries on Spark data
B.
Ability to process structured and semi-structured data
C.
Ability to join data from multiple sources
D.
Ability to cache data for faster processing

Quiz

10/10
Spark Streaming
What is Spark Streaming?
Select the answer
1 correct answer
A.
A distributed stream processing framework
B.
A real-time data processing engine
C.
A batch processing engine
D.
A query optimization framework
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Info quiz:

  • Quiz name:Databricks-Certified-Associate-Developer-for-Apache-Spark-3.0
  • Total number of questions:100
  • Number of questions for the test:60
  • Pass score:80%
  • Number of topics:10 Topics
Study topics:Number of questions:
  • Batch Processing with Spark:10 Questions
  • Cluster Management and Optimization:10 Questions
  • Data Integration and Storage:10 Questions
  • Databricks Platform:10 Questions
  • Graph Processing with GraphX:10 Questions
  • Introduction to Apache Spark:10 Questions
  • Machine Learning with Spark MLlib:10 Questions
  • Spark DataFrames and Datasets:10 Questions
  • Spark SQL:10 Questions
  • Spark Streaming:10 Questions

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