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Mathematics for Data Science II · Quiz 1 · Jan 2026

Mathematics for Data Science II · Quiz 1 · Jan 2026

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Questions and published explanations below are available without starting a test. Some questions may not have a published solution yet.

0 / 13 published solutions

Question 2 MCQ · 4.0 marks

Source diagram or notation
6406536344153.
Only S1 is correct.
6406536344154.
Only S2 is correct.
6406536344155.
Only S1 and S3 are correct.
6406536344156.
Only S1 and S2 are correct.
6406536344157.
S1, S2, and S3 are all correct.

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Question 3 MCQ · 4.0 marks

Consider a subspace
Source diagram or notation
of
Source diagram or notation
. Which of the following options describes a basis of
Source diagram or notation
?
6406536344158.Source diagram or notation
.
6406536344159.Source diagram or notation
.
6406536344160.Source diagram or notation
6406536344161.Source diagram or notation
.

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Question 4 MSQ · 4.0 marks

Which of the following subsets are subspaces of
Source diagram or notation
under the usual addition and scalar multiplication?
6406536344162.Source diagram or notation
.
6406536344163.Source diagram or notation
.
6406536344164.Source diagram or notation
.
6406536344165.Source diagram or notation
.

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Question 5 MSQ · 5.0 marks

Let
Source diagram or notation
where
Source diagram or notation
are distinct real numbers. Which of the following statements are **correct**?
6406536344166.
If the sum of every row of
Source diagram or notation
is
Source diagram or notation
, then
Source diagram or notation
is
Source diagram or notation
.
6406536344167.Source diagram or notation
changes sign if rows 2 and 4 are interchanged.
6406536344168.Source diagram or notation
if any two of the numbers
Source diagram or notation
are equal.
6406536344169.Source diagram or notation
changes sign if each row is multiplied by
Source diagram or notation
.

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Question 6 MSQ · 5.0 marks

If
Source diagram or notation
is a
Source diagram or notation
matrix and
Source diagram or notation
is a
Source diagram or notation
matrix, then choose the set of correct options.
6406536344170.
If
Source diagram or notation
is the augmented matrix and
Source diagram or notation
is the matrix obtained from
Source diagram or notation
after a finite number of elementary row operations, then the system
Source diagram or notation
and the system
Source diagram or notation
have the same set of solutions.
6406536344171.
If
Source diagram or notation
is the reduced row echelon form of
Source diagram or notation
, then the system
Source diagram or notation
has at least one solution.
6406536344172.
If
Source diagram or notation
is the reduced row echelon form of
Source diagram or notation
, then
Source diagram or notation
is also in reduced row echelon form.
6406536344173.
If
Source diagram or notation
is the reduced row echelon form of
Source diagram or notation
and there is no row such that the only non zero entry lies in the last column of
Source diagram or notation
, then the system
Source diagram or notation
has at least one solution.

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Question 7 NAT · 4.0 marks

A company produces two types of gadgets, A and B. • Each gadget A requires 2 hours of assembly and 3 hours of testing. • Each gadget B requires 3 hours of assembly and 2 hours of testing. The company has 8 hours of assembly and 7 hours of testing available per week. The profit from gadget A is Rs 5, and from gadget B is Rs 4. Determine the **total profit** if the company uses all available assembly and testing hours.

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Question 8 NAT · 4.0 marks

Suppose
Source diagram or notation
and
Source diagram or notation
. Let
Source diagram or notation
be a vector defined as
Source diagram or notation
such that
Source diagram or notation
and
Source diagram or notation
. Find the value of
Source diagram or notation
.

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Question 9 NAT · 4.0 marks

Suppose the vectors
Source diagram or notation
,
Source diagram or notation
and
Source diagram or notation
in
Source diagram or notation
are linearly dependent. Find the value of
Source diagram or notation
.

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Question 10 NAT · 4.0 marks

Consider a shop that sells muffins, cookies, and cakes. The total sales on three consecutive days are as follows: • On Monday, 1 muffin, 2 cookies, and 3 cakes were sold for a total of 140. • On Tuesday, 2 muffins, 1 cookie, and 4 cakes were sold for a total of 160. • On Wednesday, 3 muffins, 3 cookies, and 5 cakes were sold for a total of 240. Let
Source diagram or notation
,
Source diagram or notation
, and
Source diagram or notation
denote the price of a muffin, a cookie, and a cake, respectively. Formulate a system of linear equations representing the above scenario and find the value of
Source diagram or notation
.

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Question 11 NAT · 2.0 marks

Suppose the rank of the matrix
Source diagram or notation
is
Source diagram or notation
. Based on the above data, answer the given subquestions.
Find
Source diagram or notation
.

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Question 12 NAT · 2.0 marks

Suppose the rank of the matrix
Source diagram or notation
is
Source diagram or notation
. Based on the above data, answer the given subquestions.
Find
Source diagram or notation
.

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Question 13 MCQ · 4.0 marks

Consider a subset
Source diagram or notation
of
Source diagram or notation
. Based on the above data, answer the given subquestions.
Which of the following options is correct?
6406536344180.Source diagram or notation
6406536344181.Source diagram or notation
6406536344182.Source diagram or notation
6406536344183.Source diagram or notation

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Question 14 NAT · 4.0 marks

Consider a subset
Source diagram or notation
of
Source diagram or notation
. Based on the above data, answer the given subquestions.
Consider the vector space
Source diagram or notation
with the addition and scalar multiplication operations from the correct option of the previous question. What is the dimension of the vector space?

A published solution is not available for this question yet.

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