34 Questions
What is the main focus of the module?
Reviewing basic mathematical concepts for machine learning
What is strictly prohibited in this module?
Plagiarism and academic misconduct
How are students encouraged to work on assignments and workshops?
In learning groups of 3-5 members within their section
What is the ultimate aim regarding machine learning algorithms in this module?
To make better machine learning algorithms
What is the purpose of reviewing vectors and matrices in this module?
To understand the basic mathematical concepts required for ML/AI
What should students build a perspective on, along with understanding AI?
The social and ethical impacts of AI
What is a set in mathematics?
A well-defined collection of objects
Which notation is used to denote that every element of set B is also in set A?
A = B
What does the symbol '∩' represent in set theory?
Intersection of sets
Which of the following represents De Morgan’s Laws?
$A ∪ B = A' ∩ B'$ and $A ∩ B = A' ∪ B'$
What is the Cartesian product of sets A and B?
A new set containing ordered pairs from sets A and B
What does the symbol 'ℕ' represent in mathematics?
Natural numbers
If two sets have no elements in common, they are called:
'Disjoint' sets
'𝐴 ∩ 𝐵′' represents the:
'Difference' of sets A and complement of B'
'𝐴 × 𝐵' represents the:
'Cartesian product' of sets A and B'
'𝑈 𝑢𝑛𝑖𝑣𝑒𝑟𝑠𝑎𝑙 𝑠𝑒𝑡' is the complement of set:
'Universal'
What does the symbol '∪' represent in set theory?
Union of sets
Which notation is used to denote that every element of set A is also an element of set B?
A ⊂ B
What is the main focus of the module?
Reviewing linear algebra concepts
What is strictly prohibited in this module?
Plagiarism and use of AI
What is the ultimate aim regarding machine learning algorithms in this module?
Making better machine learning algorithms
What should students build a perspective on, along with understanding AI?
Social and ethical impacts of AI
'𝐴 × 𝐵' represents the:
Cartesian product of sets A and B
'𝑈 𝑢𝑛𝑖𝑣𝑒𝑟𝑠𝑎𝑙 𝑠𝑒𝑡' is the complement of set:
A universal set
What is the complement of set A denoted as?
A'
Which symbol represents the union of sets in set theory?
∪
What does the symbol 'ℝ' represent in mathematics?
Real Numbers
If two sets have no elements in common, they are called:
Disjoint Sets
What is the Cartesian product of sets A and B?
{(a, b): a ∈ A, b ∈ B}
Which symbol represents the intersection of sets in set theory?
∩
'𝐴 ∩ 𝐵′' represents:
Difference of A and B
'𝑨 ∪ 𝑩 ′' = 𝑨′ ∩ 𝑩′ represents which set theory law?
De Morgan’s Law
'𝐴 × 𝐵' represents:
{(a, b): a ∈ A, b ∈ B}
What does the symbol '∅' represent in set theory?
Empty Set
Review the basic mathematical concepts required to understand Machine Learning and Artificial Intelligence. Gain perspective on the social and ethical impacts of Artificial Intelligence and understand the need for learning systems.
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