GATE Data Science and Artificial Intelligence 2025

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Initially, you need to signup for this course & you need to make the payment of the fee for the same

Q: Is there any online course material available with this course?

Yes, you'll get access to study material for - Machine learning & AI, Engineering Maths, Data Structure & Programming, Algorithm, DBMS, Aptitude & Reasoning along with this course.

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You may clear your doubts within 24 hours for all the pre-recorded content available under student dashboard.

Q: What is the Validity of this course?

The Course Content, Videos & practice content comes with 2 years of validity.

Course Overview

Course Features

Expert mentors have curated an in-depth coverage of all GATE subjects.
The course includes detailed strategies to approach and excel in the GATE exam.
You will learn quick tips and effective tricks to solve problems efficiently.
Extensive practice sessions are provided to enhance your problem-solving skills.
The course is designed to strengthen your understanding of fundamental concepts.
There is thorough coverage of the entire GATE syllabus to ensure comprehensive preparation.

Exclusive Resources

Access to comprehensive and easy-to-understand e-study materials.
Interactive doubt-solving sessions to clarify your queries in real-time.
Regular quizzes and assignments to track your progress and reinforce learning.
Detailed solutions and explanations for previous years' GATE questions.

Additional Benefits

Attend classes from anywhere, at your convenience.
Engage in live doubt sessions where you can clear your doubts without hesitation.
Suitable for aspirants at any stage of their preparation, ensuring a well-rounded approach.

Beneficial in Preparation for:

GATE DA
ESE
PGEE
ISRO
BARC

Goals and Outcomes

Gain the confidence and skills needed to tackle the GATE exam effectively.
Aim for top All India Ranks and secure admission to prestigious institutions.
Open doors to dream institutions and organizations with a strong GATE score.

Enrollment

Join our course today and take the first step towards acing the GATE exam.
Receive ongoing support and guidance throughout your preparation journey.

Course Content

01Probability and Statistics

Counting (Permutations 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 Functions
Uniform, Exponential, Poisson, Normal, Standard Normal Distributions
t-Distribution, Chi-Squared Distributions
Cumulative Distribution Function
Conditional Probability Density Function
Central Limit Theorem
Confidence Interval
z-Test, t-Test, Chi-Squared Test

02Linear 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

03Calculus and Optimization

Functions of a Single Variable
Limit
Continuity
Differentiability
Taylor Series
Maxima and Minima
Optimization Involving a Single Variable

04Programming, Data Structures, and Algorithms

Programming in Python
Basic Data Structures
- Stacks
- Queues
- Linked Lists
- Trees
- Hash Tables
Search Algorithms
- Linear Search
- Binary Search
Basic Sorting Algorithms
- Selection Sort
- Bubble Sort
- Insertion Sort
Divide and Conquer
- Mergesort
- Quicksort
Introduction to Graph Theory
- Basic Graph Algorithms
- Traversals
- Shortest Path

Reviews and Ratings

Yuvraj Gupta

Placed at Veersa Technologies

The course helped me progress from the basics to an intermediate level in machine learning, providing a solid foundation and equipping me with essential skills to further explore the field.

Reviews and Ratings

koustubh

GATE AIR 3397

Finding excellent articles elucidating fundamental Gate exam concepts was pivotal for my success. Staying composed throughout the preparation journey was essential. These resources provided clarity, instilled confidence, and ultimately contributed to my achievement in the exam. Highly recommended for aspirants seeking effective study materials.

Daram Vishnu Vardhan

GATE AIR 2340

GFG notes were instrumental in my success. Their concise yet comprehensive content made studying efficient and effective. I found clarity on complex topics, boosting my understanding and confidence. Grateful for such invaluable resources.

koustubh

GATE AIR 3397

Frequently Asked Questions