Content Specialist | Updated On - Oct 25, 2024
The GATE 2025 Data Science & Artificial Intelligence is the most recent addition to the GATE exam. The paper Data Science and AI was introduced in 2024. The GATE exam saw over 52,000 registrations and almost 40,000 candidates appeared for the exam. The course was recently added to the curriculum of various IITs and NITs. The qualifying percentage for GATE Data Science and AI was 21.36%.
The exam will take place in numerous testing centers in the country for 3 hours. For GATE Data Science and AI, many additional subjects are available and candidates can opt for the two-paper option. GATE 2025 is focused on covering eight papers that are specific for the candidates to combine their choices. You can analyze the previous GATE DA and AI papers to understand the subject better.
Overview of GATE in Data Science and AI
GATE is an examination carried out by the seven different IITs and six Indian Institute of Science education in India. It evaluates the content know-how of candidates in different technical fields such as Data Science as well as AI. The exam format for GATE Data Science and AI syllabus are:
Key Updates for GATE 2025
A new paper in Data Science and Artificial Intelligence has been added, bringing the total number of papers to 30. The GATE exam fee has been increased to Rs. 1800/- from Rs. 1700/-. The conducting bodies have informed that there will be no exam centers outside India. You can also check Top GATE Data Science and AI resources available online for help.
GATE Two Paper Combination
GATE 2025 Data Science & Artificial Engineering aspirants can choose various additional subjects and make a two-paper combination. The official GATE 2025 website has specified 8 different papers that candidates can choose to make their combinations, these subjects are:
- Computer Science & Information Technology (CS)
- Electronics & Communication Engineering (EC)
- Electrical Engineering (EE)
- Mathematics (MA)
- Mechanical Engineering (ME)
- Physics (PH)
- Statistics (ST)
- Engineering Sciences (XE)
Other combinations available for GATE 2025 students include:
| Primary Paper | Possible Combinations |
|---|---|
| Data Science (DS) | Computer Science (CS) |
| Mathematics (MA) | |
| Statistics (ST) | |
| Artificial Intelligence (AI) | |
| Electrical Engineering (EE) | |
| Artificial Intelligence (AI) | Computer Science (CS) |
| Electronics and Communication Engineering (EC) | |
| Data Science (DS) | |
| Mathematics (MA) | |
| Information Technology (IT) | |
| Computer Science (CS) | Data Science (DS) |
| Artificial Intelligence (AI) | |
| Information Technology (IT) | |
| Mathematics (MA) | |
| Software Engineering (SE) | |
| Mathematics (MA) | Data Science (DS) |
| Statistics (ST) | |
| Computer Science (CS) | |
| Operations Research (OR) | |
| Statistics (ST) | Data Science (DS) |
| Mathematics (MA) | |
| Computer Science (CS) | |
| Electronics and Communication Engineering (EC) | Artificial Intelligence (AI) |
| Computer Science (CS) | |
| Signal Processing (SP) | |
| Electrical Engineering (EE) | Data Science (DS) |
| Artificial Intelligence (AI) | |
| Computer Science (CS) |
Revised Syllabus
With the new addition to GATE, the syllabus for Data Science and Artificial Intelligence has been divided into 7 sections. For GATE 2025 exam pattern, the syllabus for Data Science and AI has been refreshed to include:
- Deep Learning: Covering topics like neural networks and advanced architectures.
- Natural Language Processing (NLP): Focusing on language models and sentiment analysis.
- Big Data Tools: Highlighting technologies such as Hadoop and Spark.
- AI Ethics: Addressing issues like bias in AI and its societal impact.
| Section | Topic |
|---|---|
| Section 1 | Probability and Statistics |
| Section 2 | Linear Algebra |
| Section 3 | Calculus and Optimization |
| Section 4 | Programming, Data Structure and Algorithm |
| Section 5 | Database Management and Warehousing |
| Section 6 | Machine Learning |
| Section 7 | Artificial Intelligence |
GATE Exam Dates
The GATE Exam dates have been released for 2025. The exam dates are:
| Day | Date |
|---|---|
| Saturday | 1st February 2025 |
| Sunday | 2nd February 2025 |
| Saturday | 15th February 2025 |
| Sunday | 16th February 2025 |
Insights from GATE 2024 Statistics
The GATE Data Science & Artificial Intelligence exam commenced for the first time in 2024. Despite inserting the paper for the first time, many students joined for GATE DA and AI exams. The Data Science & AI paper has also observed a progressive rise in the number of candidates attempting this paper. For example, the activity volume rose by about 20% from 2023 to 2024, which may indicate the developing demand for such disciplines.
But since the demand for the DA stream is growing year on year the numbers should increase in the future GATE exams.
| GATE Paper Code | DA |
|---|---|
| Year | 2024 |
| Qualifying Percentage | 21.36% |
Future Trends in GATE Data Science and AI
Since all industries require skilled professionals in Data Science and AI, the GATE has become a desirable certification. Most employers consider students who have good GATE scores when recruiting for technical positions in their organizations. As the demand for skilled professionals in Data Science and AI majors rises, it is anticipated that GATE will continue to change. Key trends may include:
- Industry Collaboration: Ties with leading companies to ensure that the curriculum is up to date.
- Interdisciplinary Focus: It promoted further research of connections with other industries such as health care and finance.
- Research Opportunities: Opportunities to perform more research activities for a candidate with a positive impact.
The upcoming GATE 2025 exam is likely to be a make or mar examination for those who wish to enter the world of data science and Artificial Intelligence. That is why students need to change their approach to preparation. GATE continues to be a platform through which learners can build themselves a nest and start preparing for Data Science as well as AI.
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