Machine Learning Fundamentals Unit - 1

What is defined as a program that exhibits cognitive ability similar to human beings ?

• Artificial Intelligence
• Machine Learning
• Deep Learning
• Data Science

What field of study gives Computers the ability to learn by themselves ?

• Big Data Analytics
• Statistics
• Machine Learning
• Data Science

What is Learning ?

• Repeating Same Mistakes
• Improved Performance with Experiences
• Memorization
• Forgetting Experiences

How many Types of Machine Learning are there ?

• 2

• 1

• 4

• 7

What type of Learning uses a Small Dataset ?

• Deep Learning

• Unsupervised Learning

• Supervised Learning

• Reinforcement Learning

Which is the correct Example of Supervised Learning ?

• Image Classification

• Principal Component Analysis

• Robotics

• Gaming

Name the types of Supervised Learning.

(a)  

What type of Learning is used here ?

(a)  

Answer explanation

The Type of Learning used here is Supervised Learning as it uses Labeled Data.

Can Supervised Learning Models handle Complex Tasks ?

• Yes

• No

Can Supervised Learning predict Correct Output if the Test Data is different from the Training Dataset ?

• Yes

• No

Answer explanation

Supervised learning cannot predict the correct output if the test data is different from the training dataset.