6CS012-Artificial Intelligence and Machine Learning: Foundational Math Skills for Deep Learning Revision

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16 Questions

What is a set in mathematics?

A collection of objects with a specific property

How is a set typically denoted?

By capital letters

What does the notation 𝑨⊂𝑩 represent?

Set A is a subset of Set B

What is an empty set?

A set with no elements

How can a set be specified?

Either by listing its elements or by stating its properties

What is the relationship between a set and its elements?

Elements are a part of the set definition

What is the union of two sets A and B?

The set of all elements that are in A or in B or in both

What is the Cartesian product of two sets A and B?

A set of ordered pairs, where the first element is from A and the second element is from B

What is the difference between the union and intersection of two sets?

The union is a set of all elements that are in A or in B or in both, while the intersection is a set of all elements that are common in A and B

What is the complement of a set A?

The set of all elements that are in the universal set but not in A

What is a mapping or function?

A subset of the Cartesian product

What is the range of a function f?

The set of all elements that are assigned to each element in the domain of f

What is a well-defined function?

A function that is defined for every element in the domain, and each element is assigned to a unique element in the range

What is an injective function?

A function that assigns distinct elements in the domain to distinct elements in the range

What is a surjective function?

A function that assigns every element in the range to at least one element in the domain

What is a bijective function?

A function that is both injective and surjective

This quiz covers fundamental concepts from mathematics that will be used throughout the course on Artificial Intelligence and Machine Learning. The topics include sets, functions, and basic mathematical skills essential for deep learning applications.

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