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Data Science interview questions part 5
Data Science interview questions part 5
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Take as many assements as you can to improve your validate your skill rating
Total Questions: 20
1. Who is the ancestor of Node H?
A. TRUE
B. FALSE
C.
D.
Show Correct Answer
Correct Answer is :
FALSE
2. Who is descendant of Node C?
A. scikit-learn
B. seaborn-learn
C. stats-learn
D. none of the Mentioned
Show Correct Answer
Correct Answer is :
scikit-learn
3. What is the size of Node B in given K-ary tree?
A. yhat
B. Seaborn
C. Vincent
D. None of the Mentioned
Show Correct Answer
Correct Answer is :
Seaborn
4. Can leaf node be called child node in a K-ary tree?
A. TRUE
B. FALSE
C.
D.
Show Correct Answer
Correct Answer is :
TRUE
5. Can child node be always called Leaf node in the K-ary tree?
A. SArray
B. SparseArray
C. PyArray
D. None of the Mentioned
Show Correct Answer
Correct Answer is :
SparseArray
6. What is the upper bound for maximum leaves in K-ary tree with height h?
A. All of the standard pandas data structures have a to_sparse method
B. Any sparse object can be converted back to the standard dense form by calling to_dense
C. The sparse objects exist for memory efficiency reasons
D. All of the Mentioned
Show Correct Answer
Correct Answer is :
All of the Mentioned
7. What is the height of a K-ary tree having only root node?
A. SparseSeries
B. SparseDataFrame
C. SparsePanel
D. None of the Mentioned
Show Correct Answer
Correct Answer is :
None of the Mentioned
8. Which one of the following is the correct formulae to find the parent node at index I?
A. SparseList
B. GeoList
C. SparseSeries
D. All of the Mentioned
Show Correct Answer
Correct Answer is :
SparseList
9. Which nodes are the siblings of Node D of given ternary tree?
A. to_array. append can accept scalar values or any 2-dimensional sequence
B. Two kinds of SparseIndex are implemented
C. The integer format keeps an arrays of all of the locations where the data are not equal to the fill value
D. None of the Mentioned
Show Correct Answer
Correct Answer is :
to_array. append can accept scalar values or any 2-dimensional sequence
10. How many extra nodes are there in Full K-ary tree than complete K-ary tree?
A. SparseSeries.to_coo()
B. Series.to_coo()
C. SparseSeries.to_cooser()
D. None of the Mentioned
Show Correct Answer
Correct Answer is :
SparseSeries.to_coo()
11. Is Node A sibling of Node B in the given K-ary tree?
A. TRUE
B. FALSE
C.
D.
Show Correct Answer
Correct Answer is :
FALSE
12. In what time can a 2-d tree be constructed?
A. in
B. out
C. elseif
D. none of the Mentioned
Show Correct Answer
Correct Answer is :
in
13. Insertion into a 2-d tree is a trivial extension of insertion into a binary search tree.
A. In
B. ix
C. ipy
D. none of the Mentioned
Show Correct Answer
Correct Answer is :
ix
14. In a two-dimensional search tree, the root is arbitrarily chosen to be?
A. TRUE
B. FALSE
C.
D.
Show Correct Answer
Correct Answer is :
TRUE
15. Which of the following is the simplest data structure that supports range searching?
A. a python dict
B. an ndarray
C. a scalar value
D. all of the Mentioned
Show Correct Answer
Correct Answer is :
all of the Mentioned
16. In a k-d tree, k originally meant?
A. If data is a list, if index is passed the values in data corresponding to the labels in the index will be pulled out
B. NaN is the standard missing data marker used in pandas
C. Series acts very similarly to a array
D. None of the Mentioned
Show Correct Answer
Correct Answer is :
NaN is the standard missing data marker used in pandas
17. What will be the correct sequence of insertion for the following k-d tree?
A. intersection
B. union
C. total
D. all of the Mentioned
Show Correct Answer
Correct Answer is :
union
18. Each level in a k-d tree is made of?
A. Structured ndarray
B. Series
C. DataFrame
D. All of the Mentioned
Show Correct Answer
Correct Answer is :
All of the Mentioned
19. What is the worst case of finding the nearest neighbour?
A. A DataFrame is like a fixed-size dict in that you can get and set values by index label
B. Series can be be passed into most NumPy methods expecting an ndarray
C. A key difference between Series and ndarray is that operations between Series automatically align the data based on label
D. None of the Mentioned
Show Correct Answer
Correct Answer is :
A DataFrame is like a fixed-size dict in that you can get and set values by index label
20. What is the run time of finding the nearest neighbour in a k-d tree?
A. DataFrame.from_items
B. DataFrame.from_records
C. DataFrame.from_dict
D. All of the Mentioned
Show Correct Answer
Correct Answer is :
DataFrame.from_items
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