GATE Data Science & Artificial Intelligence (DA) Paper Analysis 2024
As the aspiring candidates know, a new paper on data science and artificial intelligence (DA) was introduced in the GATE 2024. The exam was conducted on the 3rd of February. This is an excellent development that shows the increasing significance of these fields. The exam created a lot of anticipation among aspirants, as it is a new exam, and the crucial details are necessary to know. The test reflected the latest knowledge and experience in the subject matter. After the exam, candidates will be curious: To learn more about how the test was? How did students find the paper to be? So, keep yourself thoroughly updated with us! In this blog, you will get all the required GATE DA Paper Analysis details from expert mentors.
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GATE DA Paper Analysis 2024
The following is the comprehensive analysis of the DA paper:
| Particulars | Paper Analysis |
| Overall Difficulty | Easy to Moderate |
| Number of NATs | 15 |
| Number of MSQs | 12 |
| Number of MCQs | 28 |
GATE DA Paper Analysis 2024: Weightage of Topics
| Topics | Number of Questions | Total Weightage |
| Programming and Data Structure | 8 | 12 |
| Algorithms | 6 | 10 |
| Database Management and Warehousing | 7 | 10 |
| Linear Algebra | 6 | 8 |
| Probability and Statistics | 10 | 14 |
| Calculus and Statistics | 6 | 12 |
| Machine Learning | 7 | 11 |
| Artificial Intelligence | 4 | 6 |
| General Aptitude | 10 | 15 |
GATE DA Paper Analysis: Number of Questions Asked
| Topics | Number of MCQs | Number of MSQs | Number of NATs | |||
| 1 mark | 2 marks | 1 mark | 2 marks | 1 mark | 2 marks | |
| Programming and Data Structure | 3 | 3 | 0 | 1 | 1 | 0 |
| Algorithms | 1 | 3 | 0 | 1 | 1 | 0 |
| Database Management and Warehousing | 2 | 0 | 0 | 3 | 2 | 0 |
| Linear Algebra | 3 | 0 | 0 | 1 | 1 | 1 |
| Probability and Statistics | 4 | 1 | 0 | 0 | 0 | 5 |
| Calculus and Statistics | 1 | 1 | 0 | 2 | 1 | 1 |
| Machine Learning | 2 | 1 | 1 | 1 | 0 | 2 |
| Artificial Intelligence | 2 | 1 | 0 | 0 | 0 | 1 |
GATE DA Paper Analysis: Exam Pattern 2024
The GATE 2024 DA exam consists of two sections- General Aptitude and Data Science and AI. The weightage of the two sections in the exam is 15% and 85%, respectively.
| Particular | Details |
| Examination Mode | Computer Based Test (CBT) [will be conducted at select centres in select cities |
| Language | English |
| Exam Duration | 3 Hours |
| Type of Questions | (a) Multiple Choice Questions (MCQ)
(b) Multiple Select Questions (MSQ) and/or (c) Numerical Answer Type (NAT) Questions |
| Sections in GATE DA Paper | General Aptitude (GA) + Core Engineering Selected Subjects |
| Distribution of Marks in GATE DA Paper | General Aptitude: 15 marks
Subject Questions: 85 marks Total Marks: 100 marks |
| Marking Scheme | Questions worth 1 mark or 2 marks |
| Negative Marking | For a wrong answer chosen in an MCQ, there will be a negative marking.
For a 1-mark MCQ, 1/3 mark will be deducted for a wrong answer. For a 2-mark MCQ, 2/3 mark will be deducted for a wrong answer. There is no negative marking for wrong answer(s) to MSQ or NAT questions. There is no partial marking in MSQ. |
GATE DA Paper Analysis-
Marking Scheme 2024:
| Sections | Total Questions | Total Marks | |
| 1 mark Questions | 2 marks Questions | ||
| General Aptitude | 5 | 5 | (5 x 1) + (5 x 2) = 15 |
| Core Discipline | 25 | 30 | (25 x 1) + (30 x 2) = 85 |
| Total | 30 | 35 | 100 |
The exam the candidates will take will consist of two main sections: General Aptitude and Core Discipline. The General Aptitude section includes 5 questions, which account for a total of 15 marks. These 5 questions further consist of both one-mark and two-mark questions, with 5 questions worth 1 mark each and 5 questions worth 2 marks each. Keep reading to learn more about the GATE DA Paper Analysis!
On the other hand, the Core Discipline section comprises 25 questions, totalling 85 marks. Similar to the General Aptitude section, these questions consist of one-mark and two-mark questions, with 25 questions worth 1 mark each and 30 questions worth 2 marks each.
In total, the exam comprises 30 questions, which are a total of 100 marks. It is crucial to note that while each section has a different weightage, you must perform well in both sections to do well overall. Keep in mind that GATE DA Paper Analysis is a significant part of making the future study plan and achieving the excellent results you wish for.
GATE DA Paper Analysis: Key Considerations:
Including the Data Science and Artificial Intelligence (DA) paper in GATE 2024 is a significant and positive step forward. This addition recognises and demonstrates the growing importance of these fields and is open broadly to creating new opportunities for aspirants who want to pursue postgraduate education in advanced domains.
The paper’s introduction aligns with the demands of the current job market, offering candidates a specialised focus on data science and artificial intelligence.
This strategic move by GATE shows its commitment to staying up-to-date with the evolving industry landscape and provides candidates with the tools they need to embark on impactful careers in these high-demand sectors.
GATE DA Paper Analysis will help you to score your best. Performing your best will give you more confidence in achieving your dream through this examination.