Q.1
14 Marks(c)
Write a python program to read data from CSV files using pandas and Explain Slicing operation using appropriate examples.
Gujarat Technological UniversityWinter 2024 examination
GTU 3150713 Python for Data Science Winter 2024 Question Paper & PDF
B.E. · Computer Engineering · Semester 5 · Subject code 3150713
- Total
- 70 marks
- To pass
- 23 marks (33%)
- Duration
- 2.5 Hours 10:30 AM – 1:00 PM
- Questions
- 5 with internal choice
No solutions on this paper yetNeed them for your exam? Ask once. Papers that students ask for are solved first, and we aim to add them within 24 hours.
Noted. This paper is in our queue now. Check back tomorrow.
We could not record that here. Email the paper name to hirenjsca@gmail.com and we will add it.
20 of 25 questions on this paper were also asked in other years. Each is marked below with the years it appeared.See all 37 repeated 3150713 questions, most asked first
Q.2
14 Marks(a)
What do you mean by slicing operation in string of python? Write an example of slicing to fetch first name and last name from full name of person and display it
(b)
Explain data science pipeline in details
Also asked in Winter 2025 Q2c, Summer 2025 Q2c, Summer 2024 Q2c, Winter 2023 Q2b
(c)
Define term n-gram. Explain the TF-IDF techniques
OR
(c)
What is the use of following operations on Panda’s Data Frames? Explain with a small example of each. shape 2. tail() 3. describe()
Q.3
14 Marks(a)
Explain Groupby function in pandas with example
(b)
Write a program to perform the following operation about Function
1Function with multiple return values 2. Default arguments
Also asked in Summer 2026 Q3b
(c)
What kind of data is analyzed with Bag of word model? Explain it with example.
Also asked in Summer 2026 Q3c, Summer 2025 Q4c, Summer 2023 Q4c
OR
(a)
Why we need to perform Z-score standardization in EDA? Justify it with example
Also asked in Summer 2026 Q3a OR, Winter 2025 Q5a OR, Summer 2025 Q5b OR, Summer 2023 Q2c OR
(c)
Define the term Data wrangling. Explain the steps needed to perform data wrangling
Also asked in Summer 2026 Q3c OR
Q.4
14 Marks(c)
Write a python program to demonstrate the concept of skewness and kurtosis
Also asked in Summer 2026 Q4c
OR
(b)
Define the classification problem. How can it be solved using SciKit-learn?
Also asked in Summer 2026 Q4b OR
Q.5
14 Marks(a)
Explain Labels, Annotation and Legends in MatPlotLib
Also asked in Summer 2026 Q5c, Winter 2025 Q4a OR, Summer 2025 Q4a, Summer 2023 Q5b OR
(c)
Explain Hashing Trick in python with example
Also asked in Summer 2026 Q2c, Summer 2025 Q5c, Winter 2023 Q5c, Summer 2023 Q5a OR
OR
(c)
What do you mean by missing values? Explain the different ways to handle the missing value with example
Also asked in Winter 2025 Q3c OR, Summer 2025 Q3b OR, Summer 2024 Q3c
More Python for Data Science papers
Questions repeat across sessions. Working through two or three papers shows you which topics GTU asks most.
Other Semester 5 subjects
BE Computer
Preparing with friends?
Send this paper to your class group. Every question has its own link.
About this paper
Official Gujarat Technological University (GTU) examination paper for Python for Data Science (Winter 2024, B.E. · Computer Engineering, Sem 5). Features complete 70-mark regular & remedial examination pattern, official marking distribution across all 5 questions, and direct 1-click official PDF download.
Transcribed for student exam preparation from Gujarat Technological University official examination archives. Questions, syllabus guidelines, and curriculum marking schemes remain the intellectual property of Gujarat Technological University.