GATE Data Science & Artificial Intelligence (DA) Practice Papers 2024

One of the strategic tactics that candidates must use to successfully qualify GATE exam 2024 is to practise questions from the GATE practice paper. Candidates can check the GATE practice questions here in this article.

Table of Contents

GATE Practice Papers for Data Science & Artificial Intelligence 2024 …
GATE Practice Questions 2024 for Data Science & Artificial Intelligence …
GATE Data Science & Artificial Intelligence Syllabus
GATE Data Science & Artificial Intelligence Important Topics
Best Books of Data Science & Artificial Intelligence

GATE Data Science & Artificial Intelligence Practice Papers 2024: Data Science & Artificial Intelligence is the new addition in the list of subjects of GATE. GATE 2024 exam will be conducted by Indian Institute of Science (IISc) Bangalore on February 3, 4, 10 and 11, 2024. With only a few months till the GATE exam, students must be looking forward to answering GATE practise questions to gauge their degree of preparedness. Every aspirant candidate should carefully evaluate their understanding of the fundamental concepts through GATE practice papers. Every aspirant can check this article to download the GATE practice questions 2024 for Data Science & Artificial Intelligence for both the sections i.e. the general aptitude and the core subject.

GATE Practice Papers for Data Science & Artificial Intelligence 2024 - PDF Download (Core Subject)

Candidates preparing for GATE Data Science & Artificial Intelligence can click the download link given in the below table for the core subject. Every student must efficiently make use of the GATE practice questions given in the PDF format to improve their level of preparation and master the subject.

GATE Practice Questions for Data Science & Artificial Intelligence - Click Here

GATE Practice Questions 2024 for Data Science & Artificial Intelligence - PDF Download (General Aptitude)

General aptitude section of GATE is one such section which tests the candidates basic numeracy skills and also assists in increasing the score. A student scoring a decent mark in the GATE general aptitude section can expect to successfully clear the GATE 2024 exam. Candidates can check the link provided in the below table to download the general aptitude GATE practice papers.

GATE Practice Papers for General Aptitude - Click Here

GATE Data Science & Artificial Intelligence Syllabus

The syllabus of GATE Data Science & Artificial Intelligence is an important component of every candidate’s preparation strategy. A thorough understanding of the newly introduced GATE Data Science & Artificial Intelligence syllabus will assist the students in comprehending what are the important topics that one has to study for the exam. The syllabus of the Data Science & Artificial Intelligence paper can be downloaded by candidates from the link below provided in the table.

GATE Data Science & Artificial Intelligence Syllabus - Click Here

GATE Data Science & Artificial Intelligence Important Topics

Aspirants can check the important topics of Data Science & Artificial Intelligence in the below table. The major sections that constitute the Data Science & Artificial Intelligence paper are as follows:

Probability & Statistics
Linear Algebra
Calculus & Optimisation
Programming, Data Structures and Algorithms
Database Management and Warehousing
Machine Learning
Artificial Intelligence

Candidates can now check the important topics from each section in the table below.

Sections	Important Topics
Probability & Statistics	Permutation And Combinations Bernoulli Theorem Covariance Bayes Theorem Normal, Poisson, Binomial Distribution Conditional Probability
Linear Algebra	Vector Space Idempotent Matrix Partition Matrix Gaussian Elimination LU Decomposition
Calculus & Optimisation	Limit, Continuity And Differentiability Taylor Series
Programming, Data Structures and Algorithms	Programming in Python Search Algorithms Basic Graph Algorithms
Database Management and Warehousing	ER-Model Tuple Calculus SQL Data Transformation Data Warehouse Modelling

Best Books of Data Science & Artificial Intelligence

Candidates can check the best books for Data Science & Artificial Intelligence paper here in the below table.

Section	Name of the Book	Name of the Author
Probability & Statistics	Mathematical Statistics and Data Analysis (3rd Edition)	John A. Rice
	Introduction to Probability	Dimitri P. Bertsekas & John N. Tsitsiklis
	Introduction to Probability Theories	P.G. Hoel, S.C. Port, C.J. Stone
	First Course in Probability	Sheldon M. Ross
	Introduction to Probability Models	Sheldon M. Ross
Linear Algebra	Introduction to Linear Algebra (5th Edition)	Gilbert Strang
	Matrix Computations (4th Edition)	Gene H. Golub & Charles F. Van Loan
	Linear Algebra and Its Application	David Lay
Calculus	Deep Learning	Ian Goodfellow, Yoshua Bengio, Aaron Courville
Calculus	Mathematics for Machine Learning	Marc Peter Deisenroth, A. Alde Faisal
Python	Learning Python (5th Edition)	Mark Lutz
	Grokking Algorithms	Aditya Y. Bhargava
	Data Structures & Algorithms in Python	Roberto Tamassia, Michael H. Goldwasser, Michael T. Goodrich
Database Management Systems, Data Warehousing, Data Mining	Database Systems Concept	Henry F. Korth
	Fundamentals of Database Systems	Navathe Shamkant
	Database Management Systems	Raghu Ramakrishnan
	Data Mining & Data Warehousing	Prateek Bhatia
	The Data Warehouse Toolkit (3rd Edition)	Ralph Kimball, Margy Ross
Machine Learning	Hands-on Machine Learning with Scikit- Learn, Keras & TensorFlow	Aurélien Géron
	Machine Learning for Absolute Beginners	Oliver Theobald
	Lectures on Machine Learning	Andrew N.G. (Professor at Stanford)
	Machine Learning for Beginners	Chris Sebastian
	Pattern Recognition and Machine Learning	Christopher Bishop
	Machine Learning: A Probabilistic Perspective	Kevin Murphy
Artificial Intelligence	Artificial Intelligence by Example	Denis Rothman
	Artificial Intelligence Basics	Tom Taulli
	Artificial Intelligence	Stuart Russell & Peter Norvig

Preparing for the Data Science & Artificial Intelligence paper will require candidates a tremendous amount of meticulous planning and implementation. Since this paper has been newly introduced by the authorities, the GATE practice papers will enable students to analyse the difficulty level of the questions they can expect in the GATE exam and also keep a track of the major topics.

Also Read:

List of Topics to Score 60+ in GATE Aerospace Engineering	GATE Aerospace Engineering Syllabus 2024
How to Prepare for GATE with 5 Easy Steps	GATE Preparation Tips for General Aptitude Section

Which iit or nit can I get in electrical engineering. My gate score is 365

-AsthaUpdated on April 30, 2026 10:12 PM

21 Answers

Arya Sharma , Student / Alumni

Yes, LPU offers a good option for M.Tech in Electrical Engineering. Admission can be through GATE score or university eligibility criteria, and a score like 365 can support admission consideration depending on category and seat availability. The program includes advanced study in power systems, control systems, electrical machines, and related core areas, along with well-equipped labs and project-based learning. Students also get exposure through technical workshops, industry interaction, and research-oriented projects, which help in building practical skills. Overall, LPU provides a structured academic environment focused on strengthening both theoretical knowledge and practical understanding in Electrical Engineering.

I got 76.8 in JEE Main, can I get Sastra College Admission? Tell me the cutoff for CBSE student?

-RAKESHUpdated on April 13, 2026 11:15 AM

1 Answer

Sohini Bhattacharya, Content Team

Dear Student,

With a 76.8 percentile score in JEE Main 2026, you are eligible to get a seat at Sastra University if you have 50% marks in your Class 12th aggregate. The admission process is conducted under the 50:50 rule, wherein students are shortlisted based on their JEE Main score and the normalisation of their Class 12th marks.

Thank you!

Is part-time MTech admission open for working professional at SRM Institute of Science and Technology, Ramapuram?

-sravaniUpdated on May 13, 2026 11:11 AM

3 Answers

ankita, Student / Alumni

SRM Institute of Science and Technology may offer flexible options for working professionals depending on the department and current admission cycle, so it is always better to check directly with the institute for updated details. However, many students today also consider Lovely Professional University because of its industry-oriented M.Tech programs, modern research facilities, flexible learning exposure, and strong focus on emerging technologies.