
GATE Data Science & Artificial Intelligence preparation covers mathematical concepts, programming, data structures, algorithms, databases, machine learning, and other technical areas. You need to understand the concepts, practise different question types, and regularly assess your progress through tests and previous year questions.
Managing multiple parts of preparation can become difficult when classes, practice material, mock tests, and revision resources are spread across different sources. Physics Wallah brings these resources together through online classes, recorded lessons, practice questions, tests, PYQs, and study material for GATE Data Science & AI preparation.
Physics Wallah provides learning and practice resources that cover different stages of GATE Data Science & AI preparation. You can use these resources for concept learning, question-solving, testing, revision, and previous-year question practice.
PW provides online learning resources for GATE Data Science & AI preparation. You can attend classes to build your understanding of concepts and use the available recorded lessons when revising topics.
The current PW GATE Data Science & AI platform includes dedicated courses, live and recorded classes, study material, practice tests, and other preparation resources.
Tests allow you to assess your preparation at different stages instead of waiting until the end of the syllabus. PW’s GATE Data Science & AI test resources include topic-wise, subject-wise, multiple-subject, full-length, and previous year question-based tests.
For GATE Data Science & AI, the approximate availability is:
|
Test Type |
Approximate Availability |
|
Topic-wise Tests (TWTs) |
28 |
|
Subject-wise Tests (SWTs) |
11 |
|
Multiple-subject Tests (MSTs) |
3 |
|
Full-Length Tests (FLTs) |
11 |
|
Previous Year Questions (PYQs) |
3 |
|
Total |
56 |
Topic-wise tests can be attempted after completing individual areas, followed by subject-wise and multiple-subject tests. Full-length tests and PYQs can then be used for broader practice and revision.
Practice questions help you apply concepts after studying them through classes and notes. PW provides 800+ practice questions for GATE Data Science & AI preparation.
You can use these questions to practise individual concepts, review mistakes and identify topics that need another round of revision. Regular problem-solving also helps you become familiar with different types of questions.
PW provides 300+ live and recorded lessons per batch for GATE Data Science & AI preparation.
Live classes can be used for regular concept learning, while recorded lessons provide an option to revisit topics during revision. You can use the two formats according to your study schedule and preparation stage.
Study material and notes provide additional support while learning and revising GATE Data Science & AI concepts. You can refer to them for important concepts, formulas, methods and key points while preparing for tests.
Keeping your notes organised by topic can also make revision easier when you return to completed portions of the syllabus.
Previous year questions help you practise concepts through questions from earlier GATE examinations. They also provide an opportunity to understand how different areas of Data Science & AI can be tested.
The PW GATE Data Science & AI test includes 3 PYQ-based tests. You can use these after completing relevant topics and revisit them during later revision.
PW has 7 GATE faculty members for Data Science & AI preparation. Their combined teaching experience is 93+ years, based on the individual experience figures listed below.
|
Faculty Name |
Teaching Experience |
|
Aditya Jain Sir |
7+ Years Experience |
|
Amulya Ratan Sir |
15+ Years Experience |
|
Dr. Puneet Sharma Sir |
20+ Years Experience |
|
Mohd Kashif Khan Sir |
9+ Years Experience |
|
Satish Yadav Sir |
14+ Years Experience |
|
Siddharth Sabharwal Sabharwal Sir |
10+ Years Experience |
|
Vishvadeep Gothi Sir |
18+ Years Experience |
The faculty resources can support concept learning, problem-solving, revision and test practice across different stages of GATE DA preparation.
The GATE Data Science & Artificial Intelligence paper has 65 questions, carries 100 marks, and is conducted for 3 hours. The paper includes General Aptitude, Engineering Mathematics and Data Science & AI subjects.
|
Component |
Marks |
|
General Aptitude |
15 marks |
|
Data Science & AI Subjects |
85 marks |
|
Total |
100 marks |
The GATE DA Exam Pattern includes MCQs, MSQs and NAT questions. Negative marking applies to MCQs.
1-mark MCQ: 1/3 mark is deducted for an incorrect answer.
2-mark MCQ: 2/3 marks are deducted for an incorrect answer.
MSQs and NAT questions: No negative marking under the standard GATE marking scheme.
You should refer to the official GATE examination instructions applicable to your attempt before appearing for the examination.
The GATE Data Science and AI syllabus includes mathematical foundations, programming, data structures and algorithms, databases, machine learning and artificial intelligence.
Probability and Statistics
Linear Algebra
Calculus and Optimisation
Programming, Data Structures and Algorithms
Database Management and Warehousing
Machine Learning
Artificial Intelligence
GATE Data Science & AI preparation involves learning concepts, solving questions, taking tests and revising completed topics. PW provides resources that can be used across these stages.
Online Learning: Study GATE DA concepts through online classes and recorded lessons.
7 Faculty Members: Learn through resources provided by a dedicated faculty team.
800+ Practice Questions: Apply concepts through regular question-solving practice.
Test Practice: Use TWTs, SWTs, MSTs, FLTs and PYQ-based tests to assess your preparation.
300+ Lessons: Access 300+ live and recorded lessons per batch.
Revision Support: Revisit lessons, notes, practice questions and tests during revision.
PYQ Practice: Use 3 PYQ-based tests to practise questions from earlier GATE examinations.
GATE Data Science & AI preparation requires consistent concept learning, question practice, testing and revision. Physics Wallah brings these resources together through 300+ live and recorded lessons, 800+ practice questions, 7 faculty members, mock tests, sectional tests and PYQ-based practice. You can use these resources at different stages of preparation and work on the areas that require further practice.
Check: GATE DA Previous Year Papers
