GATE 2024 Data Science and Artificial Intelligence Syllabus which candidates can download at gate2024.iisc.ac.in What is Data Science and Artificial Intelligence here? How to get and check information about GATE 2024 Notification, Registration Process and Exam Date
IISc Bangalore will upload the official GATE Data Science and Artificial Intelligence Syllabus 2024 on the official website gate2024.iisc.ac.in This GATE 2024 has an interesting amendment in the course syllabus which sees a significant change. This is a syllabus to develop a technology.
After the release of GATE 2024 notification, the new topic of Data Science and Artificial Intelligence Syllabus for GATE Exam 2024 has been added to the GATE 2024 course syllabus. The range of subjects covered in this recognized examination is expanding tremendously, and you must have noticed that the demand for using it in every new field is also very high.
GATE Data Science and Artificial Intelligence Syllabus 2024
The number of papers in the upcoming GATE 2024 will increase from the previous record 29 papers to a total of 30 papers. The curriculum is designed to cover the core concepts of data science and artificial intelligence as well as the programming and mathematical skills required due to the increasing efficiencies and acceleration.
Candidates can also download and view GATE 2024 Data Science and AI Syllabus on @gate2024.iisc.ac.in website. Where GATE 2024 Exam is going to start on February 3, 2024 and in the meanwhile they can start with Data Science and AI Syllabus 2024 or
You can get information about gate 2024 data science syllabus.
GATE 2024 Data Science and Artificial Intelligence Syllabus
According to GATE 2024 Notification, the Graduate Aptitude Test for Engineering (GATE) exam is going to be conducted for 30 disciplines like Civil, Computer Science and Information Technology, Electrical, Mechanical Engineering etc. According to the notification released on August 04, 2023 February GATE Exam 2024 will be conducted on 3rd, 2024.
GATE 2024 Notification: Registration, Apply 30 August 2023 @gate2024.iisc.ac.in
Introduction of Data Science and Artificial Intelligence as GATE Exam 2024 is new aspirants want to know about these introduction, where this subject is available in B.Tech and B.E. is going to provide fair opportunities for
About GATE 2024
Graduate Aptitude Test in Engineering (GATE) 2024 is a national level entrance exam. Which assesses the thorough knowledge of several undergraduate subjects in Engineering, Technology, Architecture, Science, Commerce and Arts and GATE 2023 exam will be a Computer Based Examination (CBE).
GATE 2024 exam will be conducted on 3rd, 4th, 10th and 11th February 2024. A total of 30 papers will be offered, including a new paper on Data Science and Artificial Intelligence, which has been uploaded on the candidates GATE 2024 Data Science and Artificial Intelligence Syllabus Official Website @ gate2024.iisc.ac.in.
| Exam Name | GATE 2024 |
| GATE Full Form | Graduate Aptitude Test for Engineering (GATE) |
| GATE Conducting Authority | IISC Bangalore |
| GATE Total No. of Papers | 30 (Data Science & Artificial Intelligence added) |
| GATE 2024 Notification | 4 August 2023 |
| GATE Starting Date of Application | 30 August 2023 |
| Examination Date | February 3, 2024 |
| Answer Key Release | February 10, 2024 |
| Objection Submission | February 11 to February 17, 2024 |
| GATE Last Date of Application | 29 September 2023 (without late fees) |
| Mode of Exam | Computer Based Test (CBT) |
| New Syllabus | DA: Data Science and Artificial Intelligence |
| Number of Questions Asked | 65 |
| GATE Exam Language | English |
| GATE Marking Scheme | One Mark and Two Marks |
| All Syllabus | GATE 2024 New Website |
| Negative Marking | Yes (for MCQ & MSQ) |
| Official Website | gate2024.iisc.ac.in |
The examination will be conducted in Computer Based Mode (CBT) at more than 1000 centers in India and abroad, the online registration process for these examinations will be started on 30 August 2023, which will run till September 29, 2023 without fees. After this, the process of Late Fees will also be started.
It is a highly competitive exam and serves as a gateway for students to secure jobs in various Public Sector Undertakings (PSUs) as well as postgraduate programs (Master’s and PhD) in prestigious institutions of India. GATE Exam 2024 is going to be conducted by IISc Bangalore this year and its new website has been launched named @gate2024.iisc.ac.in.
GATE 2024 result is expected to be declared in April 2024. GATE 2024 being a highly competitive exam with low pass percentage, a new GATE 2024 Data Science and AI Syllabus has been included.
GATE 2024 Data Science and AI Syllabus Topics
GATE 2024 DA is a new paper introduced by IISc Bangalore in the academic year 2024-25. GATE 2024 DA Syllabus PDF has been released at the official website, gate2024.iisc.ac.in. Candidates appearing for GATE 2024 DA as their first choice can choose CS, EC, EE, MA, ME, ST and XE as their second choice in GATE two-paper combination.
| Subject | Topics |
|---|---|
| Probability and Statistics | Counting (permutation and combinations), probability axioms, Sample space, events, independent events, mutually exclusive events, marginal, conditional and joint probability, Bayes Theorem, conditional expectation and variance, mean, median, mode and standard deviation, correlation, and covariance, random variables, discrete random variables and probability mass functions, uniform, Bernoulli, binomial distribution, Continuous random variables and probability distribution function, uniform, exponential, Poisson, normal, standard normal, t-distribution, chi-squared distributions, cumulative distribution function, Conditional PDF, Central limit theorem, confidence interval, z-test, t-test, chi-squared test. |
| Linear Algebra | Vector space, subspaces, linear dependence and independence of vectors, matrices, projection matrix, orthogonal matrix, idempotent matrix, partition matrix and their properties, quadratic forms, systems of linear equations and solutions; Gaussian elimination, eigenvalues and eigenvectors, determinant, rank, nullity, projections, LU decomposition, singular value decomposition. |
| Calculus and Optimization | Functions of a single variable, limit, continuity and differentiability, Taylor series, maxima and minima, optimization involving a single variable. |
| Programming, Data Structures and Algorithms | Programming in Python, basic data structures: stacks, queues, linked lists, trees, hash tables; Search algorithms: linear search and binary search, basic sorting algorithms: selection sort, bubble sort and insertion sort; divide and conquer: mergesort, quicksort; introduction to graph theory; basic graph algorithms: traversals and shortest path. |
| Database Management and Warehousing | ER-model, relational model: relational algebra, tuple calculus, SQL, integrity constraints, normal form, file organization, indexing, data types, data transformation such as normalization, discretization, sampling, compression; data warehouse modelling: schema for multidimensional data models, concept hierarchies, measures: categorization and computations. |
| Machine Learning | (i) Supervised Learning: regression and classification problems, simple linear regression, multiple linear regression, ridge regression, logisic regression, k-nearest neighbor, naive Bayes classifier, linear discriminant analysis, support vector machine, decision trees, bias-variance trade-off, cross-validation methods such as leave-one-out (LOO) cross-validation, k-folds cross-validation, multi-layer perceptron, feed-forward neural network; (ii) Unsupervised Learning: clustering algorithms, k-means/k-medoid, hierarchical clustering, top-down, boƩom-up: single-linkage, multiple-linkage, dimensionality reduction, principal component analysis. |
| AI | Search: informed, uninformed, adversarial; logic, propositional, predicate; reasoning under uncertainty topics – conditional independence representation, exact inference through variable elimination, and approximate inference through sampling. |
What is Data Science and Artificial Intelligence?
Data science and artificial intelligence (AI) are two closely related fields that have gained significant importance in recent years due to advancements in technology and abundance of data, and both have gained prominence around the world. Data science is an interdisciplinary field that interweaves and provides various techniques, methodologies and tools to extract insights and knowledge from structured and unstructured data.
AI is the field of creating intelligent systems that can perform tasks that would normally require human intelligence. The major components of data science include data cleaning, data preprocessing, data analysis, data visualization, and predictive modeling.
Data Science Data All this information can be used to improve decision making, solve problems and make predictions. AI machines can be added to many types of tasks, where they use algorithms to enable them to do the same work. This usually requires human intelligence.
Data Science and AI (Artificial Intelligence) is used to solve and detect some such complex problems and it is currently being developed in our India, GATE 2024 Data Science and Artificial Intelligence Syllabus contains information in this regard. given.
Artificial Intelligence is a broad term that includes the development of intelligent systems that can mimic human intelligence and interact with, interact with, and perform the vital functions for which they are designed. AI includes various subfields, including machine learning, natural language processing (NLP), computer vision, robotics, expert systems, and more.
Talking about ChatGPT and Google Bard as examples of Data Science and AI, both of these are AI Chatbots which are used to ask questions and answers, these latter are built on the language model which is capable of imitating human intelligence and They have been made capable of learning by themselves.
GATE Data Science and Artificial Intelligence Syllabus 2024 PDF
Here candidates can download GATE 2024 Data Science and Artificial Intelligence Syllabus PDF which is released on the official website of GATE @ gate2024.iisc.ac.in. The purpose of bringing Data Science and Artificial Intelligence Syllabus for GATE 2024 is that Data Science and Artificial Intelligence are growing rapidly at this time and people are needed for its needs.
Adding to this can help the career of engineering graduates to get their dream job, if you read about GATE Data Science and Artificial Intelligence then you can get a big place in this growing development. We have given the direct link to download Data Science and Artificial Intelligence Syllabus for GATE 2024 PDF below:
Download GATE Data Science and Artificial Intelligence Syllabus 2024
- According to industry experts and various coaching institutes, GATE 2024 DA syllabus is based on a database of 40% maths, 25% programming and computer science, while the rest is based on AI and machine learning.
- All the students appearing for papers like CS, EE, EC, ME may find GATE 2024 DA paper a little easier experience because of the similar syllabus topics as NIT, CS, EE, ECE.
- Although some people believe that ISc Bangalore may set the GATE 2024 DA paper in such a way where Mathematics topics will be tough while AI and Machine Learning topics are going to be a bit easier, because GATE 2024 Data Science and AI Syllabus is introduced for the first time.
- Due to the vast syllabus, subjects like Probability and Statistics and Machine Learning are expected to get more weightage than other subjects.
GATE 2024 DA Syllabus for General Aptitude
The General Ability section in GATE 2024 DA Syllabus is similar to other papers. GATE General Aptitude 2024 covers topics like Verbal, Numerical, Quantitative Ability and Spatial Ability which have 15% voltage in the exam.
GATE 2024 Data Science and AI Exam Pattern
GATE 2024 DA paper is divided into 2 sections (i) General Aptitude and (ii) Data Science & AI. The weightage of two sections in GATE 2024 exam is 15% and 85%. The detailed GATE 2024 Data Science & AI exam pattern for the students is given below:
| GATE DA Examination Mode | Computer Based Test (CBT) |
| GATE DA Exam Language | English |
| GATE DA Duration | 3 Hours (180 Minutes) |
| GATE DA Sectional Time Limit | None |
| GATE DA Total Marks | 100 |
| GATE DA Total Number of questions | 65 |
| GATE DA Type of Questions | Multiple Choice Questions (MCQ) Multiple Select Questions (MSQ) Numerical Answer Type (NAT) Questions |
| GATE DA Number of Sections | Two- General Aptitude and Core Discipline |
| GATE DA Section-wise Number of Questions | General Aptitude – 10 questions, Core Discipline- 55 questions |
| GATE DA Section-wise Weightage | General Aptitude – 15 marks, Core Discipline- 85 marks |
GATE 2024 DA Marking Scheme
Like all the other papers of GATE 2024, GATE 2024 DA question paper is of 100 marks which includes 1 mark and 2 marks questions. There is no negative marking for NAT and MSQ, however marks are deducted for each wrong MCQ in the paper.
| 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 |
GATE 2024 Registration Process And Exam Date
The registration for the Graduate Aptitude Test in Engineering or GATE 2024 by the Indian Institute of Science (IISc) Bangalore is going to start from 30 August 2023 without late fee and will end on September 29, 2023. The extended online registration/application process (with late fee) ending on October 13, 2023 will be started and the last date is October 21, 2023.
| Notification | August 04, 2023 |
| Online Registration | 30 August 2023 to September 29, 2023 (Without late fee) October 13 to October 21, 2023 (with late fee) |
| Examination Date | February 3, 2024 |
| Answer Key Release | February 10, 2024 |
| Objection Submission | February 11 to February 17, 2024 |
| Final Answer Key Release | February 22 to 25, 2024 |
| Result Declaration | March 17, 2024 |
| Availability of GATE scorecard | March 23, 2024 |
GATE 2024 Exam Date is February 3, 2024 which is released complete schedule on its official website gate2024.iisc.ac.in any candidate can get information to know GATE 2024 Data Science and Artificial Intelligence Syllabus and its all Syllabus or Date Is. The last date to submit the application form is September 29, 2023. Applicants will also get an opportunity to make corrections and modifications in the form from November 7 to November 11, 2023.
FAQs – GATE 2024
What is the syllabus for GATE 2024?
GATE 2024 will release the syllabus on its official website gate2024.iisc.ac.in, in which now Data Science and Artificial Intelligence Syllabus has also been added.
When GATE Data Science and Artificial Intelligence Syllabus 2024 be released?’
GATE Data Science and Artificial Intelligence Syllabus 2024 will be released on gate2024.iisc.ac.in website and the registration is scheduled to start from 30 August 2023.
How can I prepare for GATE Data Science and Artificial Intelligence?
For the preparation of GATE Data Science and Artificial Intelligence, GATE 2024 will release the syllabus on its official website gate2024.iisc.ac.in and you can find online courses, tutorials and books that will help you to understand the concepts covered in the syllabus, where You can also find practice exams that can help you gauge your progress.
What is the syllabus for GATE computer science 2024?
CSE syllabus includes topics such as programming, algorithms, computer architecture, operating systems, database management systems, computer networks, and much more.
What are the benefits of having a GATE DA qualification?
There are many benefits of getting GATE DA qualification such as increased job opportunities, higher salary package, more research opportunities and access to top educational institutions.
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