Workshop ML

Workshop ML

University

30 Qs

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Workshop ML

Workshop ML

Assessment

Quiz

Information Technology (IT)

University

Practice Problem

Medium

Created by

Tapan Panda

Used 2+ times

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30 questions

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1.

MULTIPLE CHOICE QUESTION

1 min • 1 pt

Which of the following best describes supervised learning?

The model learns patterns without labeled data

The model predicts outcomes using labeled data

The model only clusters similar data points

The model ignores input features

2.

MULTIPLE CHOICE QUESTION

1 min • 1 pt

Which of these is an example of unsupervised learning?

Predicting house prices

Spam email detection

Customer segmentation

Predicting student grades

3.

MULTIPLE CHOICE QUESTION

1 min • 1 pt

Which Python library provides powerful data structures like DataFrame for handling tabular data?

NumPy

Pandas

Matplotlib

Seaborn

4.

MULTIPLE CHOICE QUESTION

1 min • 1 pt

What does ML workflow usually start with?

Training the model

Data collection & preprocessing

Model evaluation

Deployment

5.

MULTIPLE CHOICE QUESTION

1 min • 1 pt

Which function in Pandas is commonly used to check for missing values?

isnull()

fillna()

dropna()

notnull()

6.

MULTIPLE CHOICE QUESTION

1 min • 1 pt

Which plot is most suitable for visualizing the distribution of a single numerical variable?

Line plot

Histogram

Scatter plot

Heatmap

7.

MULTIPLE CHOICE QUESTION

1 min • 1 pt

What does EDA (Exploratory Data Analysis) mainly help with?

Building predictive models

Understanding data patterns and anomalies

Deploying ML systems

Reducing computation time

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