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Describe conceptually how big data differs from traditional relational database management systems.

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Not only SQL and relational database man...

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Neo4j is a wide-column NoSQL database management system developed by Oracle.

A) True
B) False

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OLAP, ROLAP, and TLAP are tools commonly used to load data into intermediate hypercube structures.

A) True
B) False

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When a data repository (including internal and external data) does NOT follow a predefined schema, this is called a:


A) data dump.
B) data ocean.
C) data lake.
D) data stream.

E) B) and C)
F) None of the above

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Descriptive analytics answers the question: "What happened yesterday?"

A) True
B) False

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The schema on write and schema on read are considered synonymous approaches.

A) True
B) False

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Customers leave clues about their preferences when navigating a company's Web site.

A) True
B) False

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HDFS allows indexing which specifically allows applications real-time access to the data.

A) True
B) False

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Horse, an important scripting language, helps reduce the complexity of MapReduce.

A) True
B) False

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Transaction processing and management reporting tend to fit big data databases better than relational databases.

A) True
B) False

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When online analytical processing (OLAP) studies last year's sales, this represents:


A) predictive analytics.
B) descriptive analytics.
C) prescriptive analytics.
D) comparative analytics.

E) All of the above
F) B) and D)

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________ tools commonly load data into intermediate hypercube structures.


A) OLAP
B) MOLAP
C) ROLAP
D) TLAP

E) C) and D)
F) A) and B)

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The three 'v's commonly associated with big data include:


A) viewable, volume, and variety.
B) volume, variety, and velocity.
C) verified, variety, and velocity.
D) vigilant, viewable, and verified.

E) A) and D)
F) B) and C)

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It is true that in an HDFS cluster the NameNode is the:


A) large number of slaves.
B) single master server.
C) language library.
D) business intelligence.

E) B) and C)
F) None of the above

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The goal of data mining related to analyzing data for unexpected relationships is:


A) explanatory.
B) confirmatory.
C) exploratory.
D) laboratory.

E) A) and B)
F) A) and C)

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Big Data includes:


A) large volumes of data with many different data types that are processed at very high speeds.
B) large volumes of data entry with a single data type processed at very high speeds.
C) large volumes of entity relationship diagrams (ERD) with many different data types that are processed at very high speeds.
D) large volumes of entity relationship diagrams (ERD) with a single data type processed at very high speeds.

E) B) and D)
F) B) and C)

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The oldest form of analytics is:


A) predictive analytics.
B) descriptive analytics.
C) prescriptive analytics.
D) comparative analytics.

E) A) and B)
F) All of the above

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Structured Query Language (SQL) is a set of methodologies, processes, architectures, and technologies that transform raw data into meaningful information.

A) True
B) False

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An organization using HDFS realizes that hardware failure is a(n) :


A) norm.
B) irregularity.
C) anomaly.
D) inconsistency.

E) B) and C)
F) B) and D)

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At a basic level, analytics refers to:


A) collecting data.
B) conducting a needs analysis.
C) analysis and interpretation of data.
D) normalizing data.

E) All of the above
F) A) and B)

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