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Sains Data- Middle Test

Total questions: 25

Worksheet time: 50mins

Name
Class
Date
1.

A branch of science that combines mathematics, statics with computer science with the aim of analyzing data both small scale (sample) and large (population) by applying certain algorithms, is the definition of:

a)

Data warehouse

b)

Data science

c)

Data obtain

d)

Data complexity

2.

One of the capabilities needed in data science is, unless:

a)

Business knowledge

b)

Computer science

c)

Public speaking

d)

Statistics and mathematics

3.

Some of the processes involved in data science are, except:

a)

Bigdata

b)

database

c)

data mining

d)

Business intelligence

4.

One of the stages in data science that is used as regression and prediction to estimate future values and classify and group groups of values from data is:

a)

type

b)

scrub

c)

explore

d)

interpret

5.

The following picture is...

a)

abilities needed by data science

b)

ability required by a BI.

c)

the main factors supporting data science

d)

important scientific fields learned

6.

The process of organizing, tidying up data, and discarding anything that is not needed, and replacing lost data and standardizing the entire format, is a stage in data science:

a)

explore

b)

scrub

c)

obtain

d)

analisis

7.

What is Big Data?

a)

Optimization of company costs, Increasing business effectiveness and efficiency, Product development, Gaining insights about customers and markets.

b)

Optimization of marketing costs, Increasing productivity, Gaining insights about customers and markets

c)

a collection of processes consisting of volumes of data with a small capacity and holding only structured and unstructured data

d)

A collection of processes consisting of large volumes of data and can hold structured and unstructured data.

8.

Which is the complexity data below, except:

a)

volume

b)

validitas

c)

velocity

d)

variety

9.

Below is the application of big data in a number of sectors:

a)

government

b)

Banking

c)

Manufacturing

d)

all true

10.

Big data works with the following 3 processes/ ways, namely:

a)

Analysis, Data integration and data management

b)

Data integration, data verification and analysis

c)

Data integrase, data management and data validation

d)

Data analysis, data management and data validation

11.

Big data is collected from various sources, it can be from transaction data, customer data, photos of products in ecommerce, videos on other social media data. This is one of the processes in big data work, which is at the stage....

a)

Data management

b)

Stage of analysis

c)

Data integration

d)

All right

12.

Below is the function of Big data, except:

a)

Can determine the cause of a problem, failure in real time

b)

Making smart and correct decisions

c)

Reduce cost, time, and improve application product performance

d)

Helps reduce file stacking

13.

Data transfer speed is very influential in the process of sending data effectively and stably. This is the definition of big data in the following section:

a)

Velocity

b)

Volume

c)

Value

d)

Variety

14.

Why is python programming widely used for application in the application of sience data?

a)

Python is a structured and low-level programming language.

b)

Because the Python Interface can be used with a series of functions but cannot develop various algorithms

c)

Because the python programming language is open source

d)

Because the script code is long compared to other programming languages

15.

Types of data types in python programming, except:

a)

Boolean

b)

String

c)

Numerik

d)

Real

16.

The types of data types that have two values, namely true and false, are:

a)

Boolean

b)

Numerik

c)

Float

d)

Integer

17.

Python was created by...

a)

Willian Tanuwijaya

b)

Nadiem Makarim

c)

Guido van Rossum

d)

Steve Jobs

18.

Some rules in python sintax writing, except:

a)

Case sensitive

b)

Not object-oriented

c)

Human friendly

d)

Not strict on data types

19.

The format used for the final result of the business intelligence application process is in the form of .... except

a)

dashboard

b)

Interface

c)

report

d)

Graphs

20.

One type of operator in python, is:

a)

Logic operator

b)

Statistical operators

c)

Geometric operator

d)

Computer operator

21.

The operator of the python associated with binary numbers is called ....

a)

Identity operator

b)

Assignment operator

c)

Comparison operator

d)

Bitwise operator

22.

the following picture is......

a)

BI simulation process

b)

BI planning steps

c)

lBI process steps

d)

BI implementation process

23.

which is the responsibility and duty of a BI is.

a)

improving accountability

b)

Evaluate if needed

c)

designing financial business management

d)

create data analysis

24.

When to use the Numerical Method?

a)

When analytical calculations can be used

b)

When analytical calculations cannot be used

c)

When logical calculations can be used

d)

When conceptual calculations can be used

25.

The types of errors in numerical methods are, unless:

a)

Built-in errors

b)

Cutting error

c)

Miscalculation

d)

Rounding error