Data Science and Artificial Intelligence
GATE DA topic:computing PYQs
Build your understanding with focused practice from past exam papers.
Questions 121–130 of 195. Imported answers require independent review unless marked reviewed.
Question 56
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Consider the following two relations, named Customer and Person, in a database:
Person (
aadhaar CHAR(12) PRIMARY KEY,
name VARCHAR(32));
Customer (
name VARCHAR(32),
email VARCHAR(32) PRIMARY KEY,
phone CHAR(10),
aadhaar CHAR(12),
FOREIGN KEY (aadhaar) REFERENCES Person(aadhaar));
Which of the following statements is/are correct?
Your answerSelect all correct options. You can choose more than one.
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Consider a database relation R with attributes ABCDEFG, and having the following functional dependencies:
A → BCE E → DG BC → A
Which of the following statements is/are correct?
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Let
be a simple, unweighted, and undirected graph. A subset of the vertices and edges of
are shown below.
It is given that
is a shortest path between
and
;
is a shortest path between
and
;
is a shortest path between
and
. Which of the following is/are NOT the edges of
?Your answerSelect all correct options. You can choose more than one.
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Let
be such that
for all
. Then
______ (Answer in integer)Log in to check the answer
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Let
be a dataset of
observations where each
. It is given that
. The covariance matrix computed from
has eigenvalues
,
. Let
be the direction of maximum variance with
.The value of
(Answer in integer)
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A bag contains 5 white balls and 10 black balls. In a random experiment,
balls are drawn from the bag one at a time with replacement. Let
denote the total number of black balls drawn in the experiment.The expectation of
denoted by
______
(Round off to one decimal place)Log in to check the answer
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Consider the following tables, Loan and Borrower, of a bank.
Loan:
loan_num | branch_name | amount |
|---|---|---|
L11 | Banjara Hills | 9000 |
L14 | Kondapur | 5000 |
L15 | SR Nagar | 4000 |
L22 | SR Nagar | 2500 |
L23 | Balanagar | 8000 |
L25 | Kondapur | 7000 |
L19 | SR Nagar | 6500 |
Borrower:
customer_name | loan_num |
|---|---|
And | L11 |
Karteek | L11 |
Karteek | L14 |
Ankita | L15 |
Gopal | L19 |
Karteek | L22 |
Karteek | L23 |
Sunil | L23 |
Sunil | L25 |
Query:
where
denotes natural join.The number of tuples returned by the above relational algebra query is ______
(Answer in integer)
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Consider the following Python code snippet.
def f(a,b):
if (a==0):
return b
if (a%2==1):
return 2*f((a-1)/2,b)
return b+f(a-1,b)
print(f(15,10))
The value printed by the code snippet is ______ (Answer in integer)
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Consider the following pseudocode.
Create empty stack S
Set x=0, flag=0, sum=0
Push x onto S
while (S is not empty){
if (flag equals 0){
Set x = x+1
Push x onto S}
if (x equals 8):
Set flag=1
if (flag equals 1){
x = Pop(S)
if (x is odd):
Pop(S)
Set sum = sum + x}
}
Output sum
The value of sum output by a program executing the above pseudocode is ______
(Answer in integer)
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Consider a directed graph
, where
and
. Suppose the adjacency list of each vertex is in decreasing order of vertex number, and depth-first search (DFS) is performed at vertex 0. The number of vertices that will be discovered after vertex 50 is ______ (Answer in integer)Log in to check the answer
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