Based on which of the following parameter Artificial Intelligence is categorized?

Based on capabilities and functionally

Which of the following is an advantage of artificial intelligence?

Reduces the time taken to solve the problem

Have the ability to think hence makes the work easier

Which type of AI is characterized by its ability to perform a wide range of tasks, similar to humans?

Artificial General Intelligence (AGI)

Artificial Narrow Intelligence (ANI)

Which type of AI is an example for digital voice assistants like Siri and Alexa?

Artificial Narrow Intelligence (ANI)

Artificial General Intelligence (AGI)

What is the primary characteristic of Artificial General Intelligence (AGI)?

Can perform various tasks beyond specific areas of expertise

Possesses self-aware consciousness

Which type of AI aims to achieve intelligence equal to humans, with self-awareness and problem-solving capabilities?

Artificial General Intelligence (AGI)

Artificial Narrow Intelligence (ANI)

What is the primary characteristic of a reactive machine in artificial intelligence?

Stores memories for future actions

Relies on past experiences to determine future actions

Has capabilities beyond assigned tasks

What type of technology is typically associated with Limited Memory AI?

Image classification algorithms

What is Theory of Mind AI primarily focused on achieving?

Mimicking human emotions and interactions

Understanding complex mathematical concepts

Processing large datasets for analysis

Controlling physical movements of robots

What capability of Sophia demonstrates its implementation of Theory of Mind AI?

Controlling physical movements with precision

Processing complex mathematical calculations

Recognizing objects in its environment

Identify the successful applications of ML

Learning to classify new astronomical structures

Learning to recognize spoken words

Learning to drive an autonomous vehicle

What is the main purpose of data preprocessing in the context of machine learning?

To prepare raw data into a useful format for machine learning models

To collect raw facts and observations

To organize data into rows and columns

To perform statistical analysis on structured data

Why is data cleaning essential in the process of data preprocessing?

To remove noise and null values from the data

To collect data from various sources

To organize data into rows and columns

To perform statistical analysis on structured data

Why is standardizing data formats important in data cleaning?

To ensure consistency for accurate analysis

To remove outliers from the data

To validate data against business rules

To handle missing values in the data

What is the purpose of the Excel function LEN?

To calculate the character count in a cell

To count the number of cells in a range

When would you use the Excel function COUNTIF?

To count the number of cells meeting a specific condition

To calculate the average of a range based on criteria

To search across several columns for a value

To remove empty cells from a dataset

Which of the following techniques would perform better for reducing dimension of a data set

removing columns with dissimilar data trends

removing columns which have too many missing values

removing columns which have high variance in data

What is the use of data cleaning?

correct the inconsistencies in data

transformations to correct the wrong data.

How do you handle missing or corrupted data in a dataset?

Replace missing values with mean/median/mode

Assign a unique category to missing values

What is the primary goal of data cleaning in the context of machine learning?

To ensure data quality and accuracy

To remove outliers from the dataset

To make the dataset more complex

To convert categorical variables into numerical ones

What role do input features play in supervised learning?

They provide guidance to the machine about the output.

They are kept hidden from the model.

They confuse the machine during training.

They help the model accurately predict the output.

Which of the following are supervised learning applications

Spam detection, Pattern detection, Natural Language Processing

Image classification, Real-time visual tracking

Autonomous car driving, Logistic optimization

Bioinformatics, Speech recognition

Networked Linguistic Processing

In which category does linear regression belong to?

Both supervised and unsupervised learning

The learner is trying to predict housing prices based on the size of each house. What type of regression is this?

Multivariate Logistic Regression

How does the Random Forest algorithm make its final decision in a classification problem?

By selecting the class with the highest number of votes from all decision trees

By averaging the outputs of all decision trees

By calculating the gain ratio for each attribute

By considering the Euclidean distance between data points

AI & ML Quiz

Authored by Nijil Janardhanan

Other

University

104 Questions

AI Actions

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MULTIPLE CHOICE QUESTION

30 sec • 1 pt

Artificial Intelligence is about__________.

Playing a game on Computer

Making a machine Intelligent

Programming on Machine with your Own Intelligence

Putting your intelligence in Machine

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

Who is known as the 'Father of AI'?

Fisher Ada

Alan Turing

John McCarthy

Allen Newell

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

Ways to achieve AI in real-life are_________.

Machine Learning

Deep Learning

Both a & b

None of the above

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

How many types of Machine Learning are there?

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

What is the full form of 'AI'?

Artificially Intelligent

Artificial Intelligence

Artificially Intelligent

Advanced Intelligence

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

What is Artificial Intelligence?

Artificial Intelligence is a field that aims to make humans more intelligent

Artificial Intelligence is a field that aims to improve the security

Artificial Intelligence is a field that aims to develop intelligent machines

Artificial Intelligence is a field that aims to mine the data.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

Computer are best at learning

facts.

concepts.

procedures.

principles.

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AI & ML Quiz

Artificial Intelligence is about__________.

Who is known as the 'Father of AI'?

Ways to achieve AI in real-life are_________.

How many types of Machine Learning are there?

What is the full form of 'AI'?

What is Artificial Intelligence?

Computer are best at learning

Which of the following is the branch of Artificial Intelligence?

Based on which of the following parameter Artificial Intelligence is categorized?

Which of the following is a component of Artificial Intelligence?

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