What is EDA?

a$.$

Exploratory Data Analysis

b$.$

Extra Data Analysis

c$.$

Exploratory Data Assembly

d$.$

Exempted Data Analysis

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What do you mean by SVM$?$

a$.$

Support Vector Method

b$.$

System Vector Machine

c$.$

Support Vertical Machine

d$.$

Support Vector Machine

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What do you mean by Machine Learning?

a$.$

Complex Task

b$.$

Artificial Learning

c$.$

Branch of AI

d$.$

Reading of Machines

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Which one is not a classification algorithm in Machine Learning?

a$.$

Decision Tree

b$.$

STM

c$.$

Logistic Regression

d$.$

SVM

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How many types exist for Machine Learning?

a$.$

$4$

b$.$

$2$

c$.$

$1$

d$.$

$3$

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Which basic algorithm is widely used in Decision Trees?

a$.$

MP$3$

b$.$

ID$3$

c$.$

ID$5$

d$.$

IC$3$

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Which one is not a type of Hypothesis Testing?

a$.$

Simple

b$.$

Multi$-$Directional

c$.$

Complex

d$.$

Directional

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Pie Chart represents the data in $\_\_\_\_\_\_\_\_\_\_\_$

a$.$

Addition Distribution

b$.$

Subtraction Distribution

c$.$

Multiply Distribution

d$.$

Percentage Distribution

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What is the first step of Data Analysis?

a$.$

Data Cleaning

b$.$

Data Exploration

c$.$

Building Model

d$.$

Creating Graph

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Data Cleaning is the process that removes $\_\_\_\_\_\_\_\_\_\_$

a$.$

Large Data

b$.$

Extra Data

c$.$

Add Data

d$.$

Removes Data that does not belong

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Select the odd one of the given options.

a$.$

supervised Learning

b$.$

De$-$supervised Learning

c$.$

Unsupervised Learning

d$.$

Reinforcement Learning

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Which one is not a popular EDA Tool?

a$.$

Word

b$.$

Python

c$.$

Excel

d$.$

R

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Which one is not an application of K$-$means?

a$.$

Image Processing

b$.$

Medical

c$.$

Customer Segmentation

d$.$

Micro Processor

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Which one is the first phase of the Data Analytics Lifecycle?

a$.$

Operationalize

b$.$

Discovery

c$.$

Preparation

d$.$

Model Planning

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By whom was the term Machine Learning introduced?

a$.$

Dennis Ritchie

b$.$

A$.$ Sam

c$.$

Arthur Samuel

d$.$

B Stroustrup

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In $\_\_\_\_\_\_\_$data is in N$-$dimensional vectors and the method looks for an N$-1$ dimensional to separate them.

a$.$

SVM

b$.$

Naive Bayes

c$.$

K$-$Mean

d$.$

Decision Tree

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Which chart will be best to differentiate purchases by a company in $2022$ for different Perfume brands?

a$.$

Scatter Plot

b$.$

Bar Graph

c$.$

Line Plot

d$.$

Pie Chart