Answers Latest Updated 2024/2025 Rated
A+.
1. What questions will data analytics consider improving 10% market share
,/H ,/H ,/H ,/H ,/H ,/H ,/H ,/H ,/H
value to open new store in a different location?
,/H ,/H ,/H ,/H ,/H ,/H ,/H ,/H ,/H
a. Get list of geographic areas
,/H ,/H ,/H ,/H
b. Reduce staff pay by 10% ,/H ,/H ,/H ,/H
c. Check compatible market value ,/H ,/H ,/H
d. None of the above:ANS C Check compatible market value
,/H ,/H ,/H ,/H ,/H ,/H ,/H ,/H
2. A data set has K variables, and the classifying method has the following
,/H ,/H ,/H ,/H ,/H ,/H ,/H ,/H ,/H ,/H ,/H ,/H
steps:
,/H
compare levels on nearby data, assign a new case to a category of nearby beta,
,/H ,/H ,/H ,/H ,/H ,/H ,/H ,/H ,/H ,/H ,/H ,/H ,/H ,/H
locate the case in a k-dimensional space, in which order should the steps be
,/H ,/H ,/H ,/H ,/H ,/H ,/H ,/H ,/H ,/H ,/H ,/H ,/H ,/H
applied
,/H
a. Assign compare locate ,/H ,/H
b. Compare assign locate ,/H ,/H
c. Locate compare assign ,/H ,/H
d. Locate assign compare: ANS c. Locate compare assign
,/H ,/H ,/H ,/H ,/H ,/H ,/H
3. In which phase of the data analytics life cycle does an analyst build a
,/H ,/H ,/H ,/H ,/H ,/H ,/H ,/H ,/H ,/H ,/H ,/H ,/H
graph?
,/H
,/H ,/H
,a.Data exploration ,/H
b.Discovery
,/H
c.Predictive modeling
,/H ,/H
d.Data acquisition: ANS a.Data exploration
,/H ,/H ,/H ,/H
4. An analyst applies a statistical formula to obtain the average temperature
,/H ,/H ,/H ,/H ,/H ,/H ,/H ,/H ,/H ,/H
for a city over the last 20 years.Which phase of the data analytics life cycle is
,/H ,/H ,/H ,/H ,/H ,/H ,/H ,/H ,/H ,/H ,/H ,/H ,/H ,/H ,/H ,/H ,/H
represented by this activity?
,/H ,/H ,/H ,/H
a.Discovery
b.Exploration
,/H
c.Modeling
,/H
d.Reporting: ANS b.Exploration ,/H ,/H
5. An analyst has been asked to define variables in a dataset that may contain
,/H ,/H ,/H ,/H ,/H ,/H ,/H ,/H ,/H ,/H ,/H ,/H ,/H
missing values.Which activity of the analytics life cycle is represented?
,/H ,/H ,/H ,/H ,/H ,/H ,/H ,/H ,/H ,/H ,/H
a. Data collection ,/H
b. Data cleaning ,/H
c.Transforming improperly text
,/H ,/H ,/H
d.Disqualifying data sources: ANS b.Data cleaning ,/H ,/H ,/H ,/H ,/H
6. Which activity does an analyst perform in the discovery phase of the data
,/H ,/H ,/H ,/H ,/H ,/H ,/H ,/H ,/H ,/H ,/H ,/H
analytics life cycle?
,/H ,/H ,/H
a. Collecting data ,/H
b.Cleaning data
,/H ,/H
,/H ,/H
,c. Identifying outliers ,/H
d. Defining business goals: ANS d.Defining business goals ,/H ,/H ,/H ,/H ,/H ,/H
7. During which phase in the data analytics life cycle would a churn analysis
,/H ,/H ,/H ,/H ,/H ,/H ,/H ,/H ,/H ,/H ,/H ,/H
be performed?
,/H ,/H
a. Data cleaning churn ,/H ,/H
b. Data acquisition ,/H
c.Predictive analysis
,/H ,/H
d.Representation and reporting: ANS c.Predictive analysis ,/H ,/H ,/H ,/H ,/H
8. What might be developed by data analysts when acquiring data from a data
,/H ,/H ,/H ,/H ,/H ,/H ,/H ,/H ,/H ,/H ,/H ,/H
warehouse?
,/H
a. The procedures for extracting files from the data warehouse
,/H ,/H ,/H ,/H ,/H ,/H ,/H ,/H
b. The procedures for updating tables in the data warehouse
,/H ,/H ,/H ,/H ,/H ,/H ,/H ,/H
c.Relational structures of tables
,/H ,/H ,/H ,/H
d.The SQL queries of data within the tables: ANS d.The SQL queries of data
,/H ,/H ,/H ,/H ,/H ,/H ,/H ,/H ,/H ,/H ,/H ,/H ,/H
within the tables
,/H ,/H ,/H
9. Which aspect of data exploration occurs when an analyst writes code to
,/H ,/H ,/H ,/H ,/H ,/H ,/H ,/H ,/H ,/H ,/H
compile a bar graph of dog food sales per month?
,/H ,/H ,/H ,/H ,/H ,/H ,/H ,/H ,/H ,/H
a. Performance of a correlation analysis ,/H ,/H ,/H ,/H
b. Analysis of data anomalies ,/H ,/H ,/H
c. Verification through visualization ,/H ,/H
d. Determination of variabilities: ANS c.Verification through visualization ,/H ,/H ,/H ,/H ,/H ,/H ,/H
10. An oil company uses robots and sensors to detect how pipeline corrosion
,/H ,/H ,/H ,/H ,/H ,/H ,/H ,/H ,/H ,/H ,/H
changes over time. The collected data is then used in a predictive model that
,/H ,/H ,/H ,/H ,/H ,/H ,/H ,/H ,/H ,/H ,/H ,/H ,/H ,/H
estimates when a pipe should be replaced.
,/H ,/H ,/H ,/H ,/H ,/H ,/H
How does the predictive model serve this oil company?
,/H ,/H ,/H ,/H ,/H ,/H ,/H ,/H
a. To minimize interruptions from maintenance shutdowns
,/H ,/H ,/H ,/H ,/H
,/H ,/H
, b. To minimize the need for workforce safety training
,/H ,/H ,/H ,/H ,/H ,/H ,/H
c. To improve compliance with pipeline construction standards
,/H ,/H ,/H ,/H ,/H ,/H
d. To improve compliance with pipeline disposal standards: ANS a.To
,/H ,/H ,/H ,/H ,/H ,/H ,/H ,/H ,/H
minimize interruptions from maintenance shutdowns
,/H ,/H ,/H ,/H ,/H
11. What is the necessary requirement when collecting data from different
,/H ,/H ,/H ,/H ,/H ,/H ,/H ,/H ,/H
data sources
,/H ,/H
a. Data must be easy to understand
,/H ,/H ,/H ,/H ,/H
b. Data must have defined structure
,/H ,/H ,/H ,/H
c. Data must have great number of variable
,/H ,/H ,/H ,/H ,/H ,/H
d. Data must have features related to business goals: ANS d.Data must have
,/H ,/H ,/H ,/H ,/H ,/H ,/H ,/H ,/H ,/H ,/H
features related to business goals
,/H ,/H ,/H ,/H ,/H
12. Which mistake is commonly made during the predictive analytics phase?
,/H ,/H ,/H ,/H ,/H ,/H ,/H ,/H ,/H
a. The data are separated into different sets.
,/H ,/H ,/H ,/H ,/H ,/H
,/H ,/H