Cloudera CCA175 : CCA Spark and Hadoop Developer Exam Dumps

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Exam Number : CCA175
Exam Name : CCA Spark and Hadoop Developer
Vendor Name : Cloudera
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CCA175 Exam Format | CCA175 Course Contents | CCA175 Course Outline | CCA175 Exam Syllabus | CCA175 Exam Objectives

Exam Detail:
The CCA175 (CCA Spark and Hadoop Developer) is a certification exam that validates the skills and knowledge of individuals in developing and deploying Spark and Hadoop applications. Here are the exam details for CCA175:

- Number of Questions: The exam typically consists of multiple-choice and hands-on coding questions. The exact number of questions may vary, but typically, the exam includes around 8 to 12 tasks that require coding and data manipulation.

- Time Limit: The time allocated to complete the exam is 120 minutes (2 hours).

Course Outline:
The CCA175 course covers various topics related to Apache Spark, Hadoop, and data processing. The course outline typically includes the following topics:

1. Introduction to Big Data and Hadoop:
- Overview of Big Data concepts and challenges.
- Introduction to Hadoop and its ecosystem components.

2. Hadoop File System (HDFS):
- Understanding Hadoop Distributed File System (HDFS).
- Managing and manipulating data in HDFS.
- Performing file system operations using Hadoop commands.

3. Apache Spark Fundamentals:
- Introduction to Apache Spark and its features.
- Understanding Spark architecture and execution model.
- Writing and running Spark applications using Spark Shell.

4. Spark Data Processing:
- Transforming and manipulating data using Spark RDDs (Resilient Distributed Datasets).
- Applying transformations and actions to RDDs.
- Working with Spark DataFrames and Datasets.

5. Spark SQL and Data Analysis:
- Querying and analyzing data using Spark SQL.
- Performing data aggregation, filtering, and sorting operations.
- Working with structured and semi-structured data.

6. Spark Streaming and Data Integration:
- Processing real-time data using Spark Streaming.
- Integrating Spark with external data sources and systems.
- Handling data ingestion and data integration challenges.

Exam Objectives:
The objectives of the CCA175 exam are as follows:

- Evaluating candidates' knowledge of Hadoop ecosystem components and their usage.
- Assessing candidates' proficiency in coding Spark applications using Scala or Python.
- Testing candidates' ability to manipulate and process data using Spark RDDs, DataFrames, and Spark SQL.
- Assessing candidates' understanding of data integration and streaming concepts in Spark.

Exam Syllabus:
The specific exam syllabus for the CCA175 exam covers the following areas:

1. Data Ingestion: Ingesting data into Hadoop using various techniques (e.g., Sqoop, Flume).

2. Transforming Data with Apache Spark: Transforming and manipulating data using Spark RDDs, DataFrames, and Spark SQL.

3. Loading Data into Hadoop: Loading data into Hadoop using various techniques (e.g., Sqoop, Flume).

4. Querying Data with Apache Hive: Querying data stored in Hadoop using Apache Hive.

5. Data Analysis with Apache Spark: Analyzing and processing data using Spark RDDs, DataFrames, and Spark SQL.

6. Writing Spark Applications: Writing and executing Spark applications using Scala or Python.

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Cloudera Spark Real Exam Questions

Exam Information

An exam proctor will begin reading exam instructions approximately 15 minutes before the exam start time. Students must be in the exam room with their exam at this time. If taking the exam on a laptop, it must be booted up and have passed the security check. Hand writers must not have a laptop with them in an exam room, unless otherwise allowed according to the professor’s instructions. A student entering the exam room after the proctor begins reading instructions will not receive additional time for booting up their laptop, passing the security check, and/or reading exam instructions.

When instructed by the proctor, write your exam number on the cover page of your exam, bluebooks, and any scratch paper you turn in as part of your exam. Handwritten exam answers must be written in blue books in blue or black ink. Number the bluebooks you use (1 of 1, 1 of 2, 2 of 2, etc.). Proctors will allow time to read the professor’s instructions. Other than counting the number of pages of the exam, students are not permitted to turn the page of an exam past the instructions page until the proctor instructs them to do so.

When taking a closed-book exam, no books, outlines, book bags, purses, or scratch paper (other than the scratch paper provided) may be at your seat during the exam. These items must be left outside of the exam room or in the front or sides of the exam room. Students may not begin to write anything, including on scratch paper, before the proctor begins a closed-book exam.

Students taking in-class exams are prohibited from having any electronic communication device, other than a laptop as allowed per the professor's instructions, during the exam. Cell phones and smart watches must be turned off during the exam and placed in a bag or backpack. Violations of this rule may be considered an Honor Code violation. A clock in each exam room will be the official timekeeper for the exam.

Non-alcoholic beverages are permitted in exam rooms; however, the container must have a lid.

After the exam instructions have been read and the exam begins, the proctor will remain in the room. Any student who has a question or problem during an exam should see the proctor.

Students may use the restroom or take a break during an exam. However, all exam materials must be left in the exam room and no additional time will be given. Students must sign in and out at the front of the room with the proctor.

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